Task 7542245
| Name | ParityModified-1631726253-16280-2_0 |
| Workunit | 5203410 |
| Created | 23 Sep 2021, 5:26:26 UTC |
| Sent | 27 Sep 2021, 2:24:34 UTC |
| Report deadline | 4 Oct 2021, 2:24:34 UTC |
| Received | 29 Sep 2021, 12:20:22 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5902 |
| Run time | 1 hours 49 min 59 sec |
| CPU time | 1 hours 49 min 5 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 646.25 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.76 GB |
| Peak swap size | 3.59 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.14.2</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.031247 | val_loss: 0.0312472 | Time: 3008.91 ms
[2021-09-29 13:53:12 main:574] : INFO : Epoch 1543 | loss: 0.0312472 | val_loss: 0.0312472 | Time: 3004.03 ms
[2021-09-29 13:53:15 main:574] : INFO : Epoch 1544 | loss: 0.0312467 | val_loss: 0.0312477 | Time: 3007.65 ms
[2021-09-29 13:53:18 main:574] : INFO : Epoch 1545 | loss: 0.0312482 | val_loss: 0.0312475 | Time: 3004.48 ms
[2021-09-29 13:53:21 main:574] : INFO : Epoch 1546 | loss: 0.0312484 | val_loss: 0.031248 | Time: 3011.61 ms
[2021-09-29 13:53:24 main:574] : INFO : Epoch 1547 | loss: 0.0312478 | val_loss: 0.0312473 | Time: 3108.51 ms
[2021-09-29 13:53:27 main:574] : INFO : Epoch 1548 | loss: 0.0312476 | val_loss: 0.0312478 | Time: 3053.5 ms
[2021-09-29 13:53:30 main:574] : INFO : Epoch 1549 | loss: 0.0312468 | val_loss: 0.0312475 | Time: 3004.23 ms
[2021-09-29 13:53:33 main:574] : INFO : Epoch 1550 | loss: 0.0312468 | val_loss: 0.0312473 | Time: 3006.52 ms
[2021-09-29 13:53:36 main:574] : INFO : Epoch 1551 | loss: 0.0312467 | val_loss: 0.0312473 | Time: 3012.11 ms
[2021-09-29 13:53:39 main:574] : INFO : Epoch 1552 | loss: 0.0312471 | val_loss: 0.0312476 | Time: 3005.82 ms
[2021-09-29 13:53:42 main:574] : INFO : Epoch 1553 | loss: 0.0312476 | val_loss: 0.0312477 | Time: 3000.89 ms
[2021-09-29 13:53:45 main:574] : INFO : Epoch 1554 | loss: 0.0312473 | val_loss: 0.0312472 | Time: 3004.37 ms
[2021-09-29 13:53:48 main:574] : INFO : Epoch 1555 | loss: 0.0312468 | val_loss: 0.0312473 | Time: 2994.9 ms
[2021-09-29 13:53:51 main:574] : INFO : Epoch 1556 | loss: 0.031247 | val_loss: 0.0312475 | Time: 3008.04 ms
[2021-09-29 13:53:54 main:574] : INFO : Epoch 1557 | loss: 0.0312471 | val_loss: 0.0312474 | Time: 3044.2 ms
[2021-09-29 13:53:58 main:574] : INFO : Epoch 1558 | loss: 0.0312474 | val_loss: 0.0312477 | Time: 3010.35 ms
[2021-09-29 13:54:01 main:574] : INFO : Epoch 1559 | loss: 0.0312469 | val_loss: 0.0312472 | Time: 3000.83 ms
[2021-09-29 13:54:04 main:574] : INFO : Epoch 1560 | loss: 0.0312471 | val_loss: 0.0312479 | Time: 3004.05 ms
[2021-09-29 13:54:07 main:574] : INFO : Epoch 1561 | loss: 0.0312473 | val_loss: 0.031248 | Time: 3004.8 ms
[2021-09-29 13:54:10 main:574] : INFO : Epoch 1562 | loss: 0.0312485 | val_loss: 0.0312507 | Time: 3003.4 ms
[2021-09-29 13:54:13 main:574] : INFO : Epoch 1563 | loss: 0.0312478 | val_loss: 0.0312473 | Time: 2997.5 ms
[2021-09-29 13:54:16 main:574] : INFO : Epoch 1564 | loss: 0.0312471 | val_loss: 0.0312479 | Time: 2999.42 ms
[2021-09-29 13:54:19 main:574] : INFO : Epoch 1565 | loss: 0.0312485 | val_loss: 0.0312511 | Time: 3010.19 ms
[2021-09-29 13:54:22 main:574] : INFO : Epoch 1566 | loss: 0.0312482 | val_loss: 0.0312488 | Time: 3007.19 ms
[2021-09-29 13:54:25 main:574] : INFO : Epoch 1567 | loss: 0.0312476 | val_loss: 0.0312477 | Time: 2998.25 ms
[2021-09-29 13:54:28 main:574] : INFO : Epoch 1568 | loss: 0.0312477 | val_loss: 0.0312476 | Time: 2997.73 ms
[2021-09-29 13:54:31 main:574] : INFO : Epoch 1569 | loss: 0.0312474 | val_loss: 0.0312486 | Time: 3004.7 ms
[2021-09-29 13:54:34 main:574] : INFO : Epoch 1570 | loss: 0.0312471 | val_loss: 0.0312484 | Time: 3005.21 ms
[2021-09-29 13:54:37 main:574] : INFO : Epoch 1571 | loss: 0.031247 | val_loss: 0.0312474 | Time: 3005.92 ms
[2021-09-29 13:54:40 main:574] : INFO : Epoch 1572 | loss: 0.0312469 | val_loss: 0.0312479 | Time: 3009.9 ms
[2021-09-29 13:54:43 main:574] : INFO : Epoch 1573 | loss: 0.0312472 | val_loss: 0.0312479 | Time: 3006.63 ms
[2021-09-29 13:54:46 main:574] : INFO : Epoch 1574 | loss: 0.0312474 | val_loss: 0.0312474 | Time: 3005.03 ms
[2021-09-29 13:54:49 main:574] : INFO : Epoch 1575 | loss: 0.0312473 | val_loss: 0.0312478 | Time: 3001.79 ms
[2021-09-29 13:54:52 main:574] : INFO : Epoch 1576 | loss: 0.0312473 | val_loss: 0.0312494 | Time: 2995.86 ms
[2021-09-29 13:54:55 main:574] : INFO : Epoch 1577 | loss: 0.0312477 | val_loss: 0.0312482 | Time: 3006.51 ms
[2021-09-29 13:54:58 main:574] : INFO : Epoch 1578 | loss: 0.0312471 | val_loss: 0.0312475 | Time: 3007.59 ms
[2021-09-29 13:55:01 main:574] : INFO : Epoch 1579 | loss: 0.0312468 | val_loss: 0.03125 | Time: 3011.56 ms
[2021-09-29 13:55:04 main:574] : INFO : Epoch 1580 | loss: 0.0312484 | val_loss: 0.0312511 | Time: 3005.02 ms
[2021-09-29 13:55:07 main:574] : INFO : Epoch 1581 | loss: 0.0312507 | val_loss: 0.0312521 | Time: 3007.85 ms
[2021-09-29 13:55:10 main:574] : INFO : Epoch 1582 | loss: 0.0312598 | val_loss: 0.0312542 | Time: 3004.62 ms
[2021-09-29 13:55:13 main:574] : INFO : Epoch 1583 | loss: 0.0312497 | val_loss: 0.031249 | Time: 3000.44 ms
[2021-09-29 13:55:16 main:574] : INFO : Epoch 1584 | loss: 0.0312504 | val_loss: 0.0312476 | Time: 2999.72 ms
[2021-09-29 13:55:19 main:574] : INFO : Epoch 1585 | loss: 0.0312482 | val_loss: 0.0312512 | Time: 3003.64 ms
[2021-09-29 13:55:22 main:574] : INFO : Epoch 1586 | loss: 0.0312507 | val_loss: 0.031248 | Time: 3014.66 ms
[2021-09-29 13:55:25 main:574] : INFO : Epoch 1587 | loss: 0.0312484 | val_loss: 0.0312487 | Time: 2998.75 ms
[2021-09-29 13:55:28 main:574] : INFO : Epoch 1588 | loss: 0.0312478 | val_loss: 0.0312474 | Time: 3006.49 ms
[2021-09-29 13:55:31 main:574] : INFO : Epoch 1589 | loss: 0.0312473 | val_loss: 0.0312473 | Time: 3006.29 ms
[2021-09-29 13:55:34 main:574] : INFO : Epoch 1590 | loss: 0.0312477 | val_loss: 0.0312478 | Time: 3000.78 ms
[2021-09-29 13:55:37 main:574] : INFO : Epoch 1591 | loss: 0.0312472 | val_loss: 0.0312482 | Time: 3006.84 ms
[2021-09-29 13:55:40 main:574] : INFO : Epoch 1592 | loss: 0.0312473 | val_loss: 0.031248 | Time: 3002.2 ms
[2021-09-29 13:55:43 main:574] : INFO : Epoch 1593 | loss: 0.031247 | val_loss: 0.0312482 | Time: 3006.1 ms
[2021-09-29 13:55:46 main:574] : INFO : Epoch 1594 | loss: 0.0312473 | val_loss: 0.031248 | Time: 3004.12 ms
[2021-09-29 13:55:49 main:574] : INFO : Epoch 1595 | loss: 0.031247 | val_loss: 0.031248 | Time: 3001.58 ms
[2021-09-29 13:55:52 main:574] : INFO : Epoch 1596 | loss: 0.031247 | val_loss: 0.0312474 | Time: 3007.98 ms
[2021-09-29 13:55:55 main:574] : INFO : Epoch 1597 | loss: 0.0312472 | val_loss: 0.0312489 | Time: 3007.25 ms
[2021-09-29 13:55:58 main:574] : INFO : Epoch 1598 | loss: 0.0312472 | val_loss: 0.0312472 | Time: 3002.49 ms
[2021-09-29 13:56:01 main:574] : INFO : Epoch 1599 | loss: 0.0312468 | val_loss: 0.0312483 | Time: 3001.62 ms
[2021-09-29 13:56:04 main:574] : INFO : Epoch 1600 | loss: 0.0312475 | val_loss: 0.0312476 | Time: 3006.57 ms
[2021-09-29 13:56:07 main:574] : INFO : Epoch 1601 | loss: 0.0312477 | val_loss: 0.0312474 | Time: 3007.53 ms
[2021-09-29 13:56:10 main:574] : INFO : Epoch 1602 | loss: 0.0312476 | val_loss: 0.0312493 | Time: 3010.31 ms
[2021-09-29 13:56:13 main:574] : INFO : Epoch 1603 | loss: 0.031248 | val_loss: 0.0312476 | Time: 2994.76 ms
[2021-09-29 13:56:16 main:574] : INFO : Epoch 1604 | loss: 0.031248 | val_loss: 0.0312474 | Time: 2999.83 ms
[2021-09-29 13:56:19 main:574] : INFO : Epoch 1605 | loss: 0.0312479 | val_loss: 0.0312485 | Time: 3001.1 ms
[2021-09-29 13:56:22 main:574] : INFO : Epoch 1606 | loss: 0.0312482 | val_loss: 0.0312473 | Time: 3013.64 ms
[2021-09-29 13:56:25 main:574] : INFO : Epoch 1607 | loss: 0.0312467 | val_loss: 0.0312473 | Time: 2999.08 ms
[2021-09-29 13:56:28 main:574] : INFO : Epoch 1608 | loss: 0.0312472 | val_loss: 0.0312493 | Time: 3005.57 ms
[2021-09-29 13:56:31 main:574] : INFO : Epoch 1609 | loss: 0.031249 | val_loss: 0.0312474 | Time: 3006.32 ms
[2021-09-29 13:56:34 main:574] : INFO : Epoch 1610 | loss: 0.0312487 | val_loss: 0.0312504 | Time: 2999.96 ms
[2021-09-29 13:56:37 main:574] : INFO : Epoch 1611 | loss: 0.0312482 | val_loss: 0.0312475 | Time: 2996.62 ms
[2021-09-29 13:56:40 main:574] : INFO : Epoch 1612 | loss: 0.0312469 | val_loss: 0.0312475 | Time: 3004.35 ms
[2021-09-29 13:56:43 main:574] : INFO : Epoch 1613 | loss: 0.0312471 | val_loss: 0.0312479 | Time: 3005.07 ms
[2021-09-29 13:56:46 main:574] : INFO : Epoch 1614 | loss: 0.0312474 | val_loss: 0.0312479 | Time: 3008.5 ms
[2021-09-29 13:56:49 main:574] : INFO : Epoch 1615 | loss: 0.0312467 | val_loss: 0.0312475 | Time: 3003.96 ms
[2021-09-29 13:56:52 main:574] : INFO : Epoch 1616 | loss: 0.031247 | val_loss: 0.0312474 | Time: 2999.47 ms
[2021-09-29 13:56:55 main:574] : INFO : Epoch 1617 | loss: 0.0312473 | val_loss: 0.0312498 | Time: 3006.92 ms
[2021-09-29 13:56:58 main:574] : INFO : Epoch 1618 | loss: 0.0312473 | val_loss: 0.0312472 | Time: 3003.92 ms
[2021-09-29 13:57:01 main:574] : INFO : Epoch 1619 | loss: 0.0312469 | val_loss: 0.0312472 | Time: 3005.34 ms
[2021-09-29 13:57:04 main:574] : INFO : Epoch 1620 | loss: 0.0312467 | val_loss: 0.0312472 | Time: 3000.56 ms
[2021-09-29 13:57:07 main:574] : INFO : Epoch 1621 | loss: 0.0312469 | val_loss: 0.0312473 | Time: 3005.56 ms
[2021-09-29 13:57:10 main:574] : INFO : Epoch 1622 | loss: 0.0312471 | val_loss: 0.0312479 | Time: 3004.35 ms
[2021-09-29 13:57:13 main:574] : INFO : Epoch 1623 | loss: 0.031247 | val_loss: 0.0312478 | Time: 3002.94 ms
[2021-09-29 13:57:16 main:574] : INFO : Epoch 1624 | loss: 0.0312471 | val_loss: 0.0312483 | Time: 2998.86 ms
[2021-09-29 13:57:19 main:574] : INFO : Epoch 1625 | loss: 0.0312474 | val_loss: 0.0312481 | Time: 3002.78 ms
[2021-09-29 13:57:22 main:574] : INFO : Epoch 1626 | loss: 0.0312476 | val_loss: 0.0312488 | Time: 3004.89 ms
[2021-09-29 13:57:25 main:574] : INFO : Epoch 1627 | loss: 0.031248 | val_loss: 0.0312475 | Time: 2999.48 ms
[2021-09-29 13:57:28 main:574] : INFO : Epoch 1628 | loss: 0.0312473 | val_loss: 0.031248 | Time: 3012.55 ms
[2021-09-29 13:57:31 main:574] : INFO : Epoch 1629 | loss: 0.0312471 | val_loss: 0.0312478 | Time: 3008.84 ms
[2021-09-29 13:57:34 main:574] : INFO : Epoch 1630 | loss: 0.0312472 | val_loss: 0.0312477 | Time: 3007.05 ms
[2021-09-29 13:57:37 main:574] : INFO : Epoch 1631 | loss: 0.0312468 | val_loss: 0.0312473 | Time: 2999.66 ms
[2021-09-29 13:57:40 main:574] : INFO : Epoch 1632 | loss: 0.0312469 | val_loss: 0.0312506 | Time: 2994.31 ms
[2021-09-29 13:57:43 main:574] : INFO : Epoch 1633 | loss: 0.0312478 | val_loss: 0.0312473 | Time: 3005.01 ms
[2021-09-29 13:57:46 main:574] : INFO : Epoch 1634 | loss: 0.0312479 | val_loss: 0.0312511 | Time: 3008.44 ms
[2021-09-29 13:57:49 main:574] : INFO : Epoch 1635 | loss: 0.031249 | val_loss: 0.0312475 | Time: 3006.4 ms
[2021-09-29 13:57:52 main:574] : INFO : Epoch 1636 | loss: 0.0312477 | val_loss: 0.0312476 | Time: 3005.94 ms
[2021-09-29 13:57:55 main:574] : INFO : Epoch 1637 | loss: 0.0312472 | val_loss: 0.0312474 | Time: 3010.06 ms
[2021-09-29 13:57:58 main:574] : INFO : Epoch 1638 | loss: 0.0312471 | val_loss: 0.0312478 | Time: 3007.63 ms
[2021-09-29 13:58:01 main:574] : INFO : Epoch 1639 | loss: 0.031247 | val_loss: 0.0312476 | Time: 3008.83 ms
[2021-09-29 13:58:04 main:574] : INFO : Epoch 1640 | loss: 0.0312474 | val_loss: 0.0312478 | Time: 3002.29 ms
[2021-09-29 13:58:07 main:574] : INFO : Epoch 1641 | loss: 0.0312476 | val_loss: 0.0312481 | Time: 3005.36 ms
[2021-09-29 13:58:10 main:574] : INFO : Epoch 1642 | loss: 0.0312475 | val_loss: 0.0312476 | Time: 3014.33 ms
[2021-09-29 13:58:13 main:574] : INFO : Epoch 1643 | loss: 0.0312471 | val_loss: 0.0312477 | Time: 3000.71 ms
[2021-09-29 13:58:16 main:574] : INFO : Epoch 1644 | loss: 0.0312469 | val_loss: 0.0312473 | Time: 3000.5 ms
[2021-09-29 13:58:19 main:574] : INFO : Epoch 1645 | loss: 0.0312469 | val_loss: 0.0312482 | Time: 3007.03 ms
[2021-09-29 13:58:22 main:574] : INFO : Epoch 1646 | loss: 0.0312471 | val_loss: 0.0312473 | Time: 3164.17 ms
[2021-09-29 13:58:25 main:574] : INFO : Epoch 1647 | loss: 0.0312484 | val_loss: 0.0312482 | Time: 2992.75 ms
[2021-09-29 13:58:28 main:574] : INFO : Epoch 1648 | loss: 0.0312474 | val_loss: 0.0312474 | Time: 3026.38 ms
[2021-09-29 13:58:31 main:574] : INFO : Epoch 1649 | loss: 0.0312469 | val_loss: 0.0312472 | Time: 2990.86 ms
[2021-09-29 13:58:34 main:574] : INFO : Epoch 1650 | loss: 0.0312469 | val_loss: 0.0312473 | Time: 2985.8 ms
[2021-09-29 13:58:37 main:574] : INFO : Epoch 1651 | loss: 0.0312467 | val_loss: 0.0312477 | Time: 2982.15 ms
[2021-09-29 13:58:40 main:574] : INFO : Epoch 1652 | loss: 0.0312479 | val_loss: 0.0312478 | Time: 2982.61 ms
[2021-09-29 13:58:43 main:574] : INFO : Epoch 1653 | loss: 0.0312479 | val_loss: 0.0312507 | Time: 2987.93 ms
[2021-09-29 13:58:46 main:574] : INFO : Epoch 1654 | loss: 0.0312481 | val_loss: 0.0312477 | Time: 2986.68 ms
[2021-09-29 13:58:49 main:574] : INFO : Epoch 1655 | loss: 0.031247 | val_loss: 0.0312481 | Time: 2991.43 ms
[2021-09-29 13:58:52 main:574] : INFO : Epoch 1656 | loss: 0.031247 | val_loss: 0.0312474 | Time: 2992.74 ms
[2021-09-29 13:58:55 main:574] : INFO : Epoch 1657 | loss: 0.031248 | val_loss: 0.0312478 | Time: 2989.9 ms
[2021-09-29 13:58:58 main:574] : INFO : Epoch 1658 | loss: 0.0312479 | val_loss: 0.0312492 | Time: 2995.67 ms
[2021-09-29 13:59:01 main:574] : INFO : Epoch 1659 | loss: 0.0312485 | val_loss: 0.0312476 | Time: 2983.61 ms
[2021-09-29 13:59:04 main:574] : INFO : Epoch 1660 | loss: 0.0312476 | val_loss: 0.0312475 | Time: 2984.37 ms
[2021-09-29 13:59:07 main:574] : INFO : Epoch 1661 | loss: 0.031247 | val_loss: 0.0312481 | Time: 2993.29 ms
[2021-09-29 13:59:10 main:574] : INFO : Epoch 1662 | loss: 0.031247 | val_loss: 0.0312472 | Time: 3002.27 ms
[2021-09-29 13:59:13 main:574] : INFO : Epoch 1663 | loss: 0.0312471 | val_loss: 0.0312479 | Time: 2989.07 ms
[2021-09-29 13:59:16 main:574] : INFO : Epoch 1664 | loss: 0.0312475 | val_loss: 0.0312473 | Time: 2984.84 ms
[2021-09-29 13:59:19 main:574] : INFO : Epoch 1665 | loss: 0.0312632 | val_loss: 0.0340157 | Time: 2991.71 ms
[2021-09-29 13:59:22 main:574] : INFO : Epoch 1666 | loss: 0.0330436 | val_loss: 0.031615 | Time: 2991.37 ms
[2021-09-29 13:59:26 main:574] : INFO : Epoch 1667 | loss: 0.0314927 | val_loss: 0.0312911 | Time: 3577.9 ms
[2021-09-29 13:59:29 main:574] : INFO : Epoch 1668 | loss: 0.0312783 | val_loss: 0.0312627 | Time: 3007.58 ms
[2021-09-29 13:59:32 main:574] : INFO : Epoch 1669 | loss: 0.0312538 | val_loss: 0.0312513 | Time: 3103.5 ms
[2021-09-29 13:59:35 main:574] : INFO : Epoch 1670 | loss: 0.03125 | val_loss: 0.0312485 | Time: 3140.55 ms
[2021-09-29 13:59:38 main:574] : INFO : Epoch 1671 | loss: 0.0312479 | val_loss: 0.0312477 | Time: 3154.38 ms
[2021-09-29 13:59:41 main:574] : INFO : Epoch 1672 | loss: 0.031247 | val_loss: 0.0312474 | Time: 3151.27 ms
[2021-09-29 13:59:45 main:574] : INFO : Epoch 1673 | loss: 0.0312476 | val_loss: 0.0312475 | Time: 3219.01 ms
[2021-09-29 13:59:48 main:574] : INFO : Epoch 1674 | loss: 0.0312471 | val_loss: 0.0312475 | Time: 3192.79 ms
[2021-09-29 13:59:51 main:574] : INFO : Epoch 1675 | loss: 0.031247 | val_loss: 0.0312475 | Time: 3099.57 ms
[2021-09-29 13:59:54 main:574] : INFO : Epoch 1676 | loss: 0.0312472 | val_loss: 0.0312472 | Time: 3095.5 ms
[2021-09-29 13:59:57 main:574] : INFO : Epoch 1677 | loss: 0.0312473 | val_loss: 0.0312474 | Time: 3106.48 ms
[2021-09-29 14:00:00 main:574] : INFO : Epoch 1678 | loss: 0.031247 | val_loss: 0.0312472 | Time: 3199.54 ms
[2021-09-29 14:00:04 main:574] : INFO : Epoch 1679 | loss: 0.0312469 | val_loss: 0.0312472 | Time: 3152.01 ms
[2021-09-29 14:00:07 main:574] : INFO : Epoch 1680 | loss: 0.0312468 | val_loss: 0.0312473 | Time: 3262 ms
[2021-09-29 14:00:10 main:574] : INFO : Epoch 1681 | loss: 0.0312469 | val_loss: 0.0312483 | Time: 3247.53 ms
[2021-09-29 14:00:13 main:574] : INFO : Epoch 1682 | loss: 0.0312476 | val_loss: 0.0312504 | Time: 3233.83 ms
[2021-09-29 14:00:16 main:574] : INFO : Epoch 1683 | loss: 0.031248 | val_loss: 0.0312474 | Time: 3239.04 ms
[2021-09-29 14:00:20 main:574] : INFO : Epoch 1684 | loss: 0.0312473 | val_loss: 0.0312472 | Time: 3234.11 ms
[2021-09-29 14:00:23 main:574] : INFO : Epoch 1685 | loss: 0.0312468 | val_loss: 0.0312473 | Time: 3229.52 ms
[2021-09-29 14:00:26 main:574] : INFO : Epoch 1686 | loss: 0.0312476 | val_loss: 0.0312495 | Time: 3223.92 ms
[2021-09-29 14:00:29 main:574] : INFO : Epoch 1687 | loss: 0.0312473 | val_loss: 0.0312473 | Time: 3228.33 ms
[2021-09-29 14:00:33 main:574] : INFO : Epoch 1688 | loss: 0.0312471 | val_loss: 0.0312474 | Time: 3208 ms
[2021-09-29 14:00:36 main:574] : INFO : Epoch 1689 | loss: 0.0312472 | val_loss: 0.0312473 | Time: 3225.41 ms
[2021-09-29 14:00:39 main:574] : INFO : Epoch 1690 | loss: 0.0312469 | val_loss: 0.0312476 | Time: 3228.89 ms
[2021-09-29 14:00:42 main:574] : INFO : Epoch 1691 | loss: 0.0312476 | val_loss: 0.0312476 | Time: 3393.93 ms
[2021-09-29 14:00:46 main:574] : INFO : Epoch 1692 | loss: 0.0312472 | val_loss: 0.0312473 | Time: 3436.91 ms
[2021-09-29 14:00:49 main:574] : INFO : Epoch 1693 | loss: 0.0312473 | val_loss: 0.0312477 | Time: 3401.64 ms
[2021-09-29 14:00:53 main:574] : INFO : Epoch 1694 | loss: 0.0312474 | val_loss: 0.0312477 | Time: 3246.77 ms
[2021-09-29 14:00:56 main:574] : INFO : Epoch 1695 | loss: 0.0312469 | val_loss: 0.0312472 | Time: 3243.69 ms
[2021-09-29 14:00:59 main:574] : INFO : Epoch 1696 | loss: 0.0312468 | val_loss: 0.0312476 | Time: 3224.55 ms
[2021-09-29 14:01:02 main:574] : INFO : Epoch 1697 | loss: 0.0312478 | val_loss: 0.0312484 | Time: 3226.22 ms
[2021-09-29 14:01:06 main:574] : INFO : Epoch 1698 | loss: 0.0312478 | val_loss: 0.0312479 | Time: 3229.92 ms
[2021-09-29 14:01:09 main:574] : INFO : Epoch 1699 | loss: 0.0312475 | val_loss: 0.0312473 | Time: 3232.78 ms
[2021-09-29 14:01:12 main:574] : INFO : Epoch 1700 | loss: 0.0312476 | val_loss: 0.0312479 | Time: 3225.12 ms
[2021-09-29 14:01:15 main:574] : INFO : Epoch 1701 | loss: 0.0312475 | val_loss: 0.0312476 | Time: 3221.72 ms
[2021-09-29 14:01:18 main:574] : INFO : Epoch 1702 | loss: 0.0312467 | val_loss: 0.0312475 | Time: 3222.88 ms
[2021-09-29 14:01:22 main:574] : INFO : Epoch 1703 | loss: 0.0312474 | val_loss: 0.0312475 | Time: 3214.98 ms
[2021-09-29 14:01:25 main:574] : INFO : Epoch 1704 | loss: 0.0312471 | val_loss: 0.0312473 | Time: 3223.18 ms
[2021-09-29 14:01:28 main:574] : INFO : Epoch 1705 | loss: 0.031247 | val_loss: 0.0312482 | Time: 3237.27 ms
[2021-09-29 14:01:31 main:574] : INFO : Epoch 1706 | loss: 0.0312472 | val_loss: 0.0312474 | Time: 3233.03 ms
[2021-09-29 14:01:35 main:574] : INFO : Epoch 1707 | loss: 0.031247 | val_loss: 0.0312478 | Time: 3233.22 ms
[2021-09-29 14:01:38 main:574] : INFO : Epoch 1708 | loss: 0.031247 | val_loss: 0.0312473 | Time: 3212.45 ms
[2021-09-29 14:01:41 main:574] : INFO : Epoch 1709 | loss: 0.0312468 | val_loss: 0.0312474 | Time: 3218.59 ms
[2021-09-29 14:01:44 main:574] : INFO : Epoch 1710 | loss: 0.0312472 | val_loss: 0.0312482 | Time: 3215.28 ms
[2021-09-29 14:01:47 main:574] : INFO : Epoch 1711 | loss: 0.031247 | val_loss: 0.0312483 | Time: 3221.44 ms
[2021-09-29 14:01:51 main:574] : INFO : Epoch 1712 | loss: 0.0312477 | val_loss: 0.0312488 | Time: 3222.44 ms
[2021-09-29 14:01:54 main:574] : INFO : Epoch 1713 | loss: 0.0312474 | val_loss: 0.0312479 | Time: 3223.47 ms
[2021-09-29 14:01:57 main:574] : INFO : Epoch 1714 | loss: 0.031247 | val_loss: 0.0312475 | Time: 3224.57 ms
[2021-09-29 14:02:00 main:574] : INFO : Epoch 1715 | loss: 0.0312472 | val_loss: 0.0312473 | Time: 3217.93 ms
[2021-09-29 14:02:04 main:574] : INFO : Epoch 1716 | loss: 0.031247 | val_loss: 0.0312478 | Time: 3216.01 ms
[2021-09-29 14:02:07 main:574] : INFO : Epoch 1717 | loss: 0.0312469 | val_loss: 0.0312472 | Time: 3220.52 ms
[2021-09-29 14:02:10 main:574] : INFO : Epoch 1718 | loss: 0.0312472 | val_loss: 0.0312477 | Time: 3224.33 ms
[2021-09-29 14:02:13 main:574] : INFO : Epoch 1719 | loss: 0.031247 | val_loss: 0.0312486 | Time: 3235.3 ms
[2021-09-29 14:02:17 main:574] : INFO : Epoch 1720 | loss: 0.0312471 | val_loss: 0.0312474 | Time: 3196.99 ms
[2021-09-29 14:02:20 main:574] : INFO : Epoch 1721 | loss: 0.0312467 | val_loss: 0.0312481 | Time: 3218.92 ms
[2021-09-29 14:02:23 main:574] : INFO : Epoch 1722 | loss: 0.0312472 | val_loss: 0.0312487 | Time: 3202.07 ms
[2021-09-29 14:02:26 main:574] : INFO : Epoch 1723 | loss: 0.0312475 | val_loss: 0.0312472 | Time: 3198.92 ms
[2021-09-29 14:02:29 main:574] : INFO : Epoch 1724 | loss: 0.0312469 | val_loss: 0.0312472 | Time: 3210.6 ms
[2021-09-29 14:02:33 main:574] : INFO : Epoch 1725 | loss: 0.0312468 | val_loss: 0.0312476 | Time: 3214.1 ms
[2021-09-29 14:02:36 main:574] : INFO : Epoch 1726 | loss: 0.031247 | val_loss: 0.0312479 | Time: 3217.27 ms
[2021-09-29 14:02:39 main:574] : INFO : Epoch 1727 | loss: 0.0312472 | val_loss: 0.0312488 | Time: 3205.15 ms
[2021-09-29 14:02:42 main:574] : INFO : Epoch 1728 | loss: 0.0312471 | val_loss: 0.0312479 | Time: 3204.67 ms
[2021-09-29 14:02:45 main:574] : INFO : Epoch 1729 | loss: 0.0312474 | val_loss: 0.0312475 | Time: 3242.83 ms
[2021-09-29 14:02:49 main:574] : INFO : Epoch 1730 | loss: 0.0312468 | val_loss: 0.031249 | Time: 3243.89 ms
[2021-09-29 14:02:52 main:574] : INFO : Epoch 1731 | loss: 0.0312472 | val_loss: 0.0312477 | Time: 3218.22 ms
[2021-09-29 14:02:55 main:574] : INFO : Epoch 1732 | loss: 0.0312471 | val_loss: 0.0312473 | Time: 3206.04 ms
[2021-09-29 14:02:58 main:574] : INFO : Epoch 1733 | loss: 0.0312474 | val_loss: 0.0312487 | Time: 3218.52 ms
[2021-09-29 14:03:02 main:574] : INFO : Epoch 1734 | loss: 0.0312473 | val_loss: 0.0312479 | Time: 3213.58 ms
[2021-09-29 14:03:05 main:574] : INFO : Epoch 1735 | loss: 0.0312472 | val_loss: 0.0312474 | Time: 3202.2 ms
[2021-09-29 14:03:08 main:574] : INFO : Epoch 1736 | loss: 0.0312469 | val_loss: 0.0312475 | Time: 3202.91 ms
[2021-09-29 14:03:11 main:574] : INFO : Epoch 1737 | loss: 0.0312476 | val_loss: 0.0312488 | Time: 3217.11 ms
[2021-09-29 14:03:14 main:574] : INFO : Epoch 1738 | loss: 0.0312486 | val_loss: 0.0312483 | Time: 3214.86 ms
[2021-09-29 14:03:18 main:574] : INFO : Epoch 1739 | loss: 0.0312474 | val_loss: 0.0312474 | Time: 3211.93 ms
[2021-09-29 14:03:21 main:574] : INFO : Epoch 1740 | loss: 0.0312475 | val_loss: 0.031248 | Time: 3218.67 ms
[2021-09-29 14:03:24 main:574] : INFO : Epoch 1741 | loss: 0.0312473 | val_loss: 0.0312482 | Time: 3214.42 ms
[2021-09-29 14:03:27 main:574] : INFO : Epoch 1742 | loss: 0.0312476 | val_loss: 0.0312477 | Time: 3225.09 ms
[2021-09-29 14:03:31 main:574] : INFO : Epoch 1743 | loss: 0.0312477 | val_loss: 0.0312492 | Time: 3207.63 ms
[2021-09-29 14:03:34 main:574] : INFO : Epoch 1744 | loss: 0.0312482 | val_loss: 0.0312475 | Time: 3195.61 ms
[2021-09-29 14:03:37 main:574] : INFO : Epoch 1745 | loss: 0.0312473 | val_loss: 0.0312505 | Time: 3208.3 ms
[2021-09-29 14:03:40 main:574] : INFO : Epoch 1746 | loss: 0.0312472 | val_loss: 0.0312474 | Time: 3208.84 ms
[2021-09-29 14:03:43 main:574] : INFO : Epoch 1747 | loss: 0.031247 | val_loss: 0.0312475 | Time: 3292.68 ms
[2021-09-29 14:03:47 main:574] : INFO : Epoch 1748 | loss: 0.0312472 | val_loss: 0.0312478 | Time: 3487.87 ms
[2021-09-29 14:03:50 main:574] : INFO : Epoch 1749 | loss: 0.0312469 | val_loss: 0.0312474 | Time: 3466.11 ms
[2021-09-29 14:03:54 main:574] : INFO : Epoch 1750 | loss: 0.0312474 | val_loss: 0.0312481 | Time: 3433.29 ms
[2021-09-29 14:03:57 main:574] : INFO : Epoch 1751 | loss: 0.0312475 | val_loss: 0.0312473 | Time: 3444.99 ms
[2021-09-29 14:04:01 main:574] : INFO : Epoch 1752 | loss: 0.0312471 | val_loss: 0.0312493 | Time: 3449.78 ms
[2021-09-29 14:04:04 main:574] : INFO : Epoch 1753 | loss: 0.0312475 | val_loss: 0.0312471 | Time: 3440.63 ms
[2021-09-29 14:04:08 main:574] : INFO : Epoch 1754 | loss: 0.0312473 | val_loss: 0.031249 | Time: 3364.79 ms
[2021-09-29 14:04:11 main:574] : INFO : Epoch 1755 | loss: 0.0312471 | val_loss: 0.0312473 | Time: 3263.46 ms
[2021-09-29 14:04:14 main:574] : INFO : Epoch 1756 | loss: 0.0312474 | val_loss: 0.0312476 | Time: 3272.17 ms
[2021-09-29 14:04:17 main:574] : INFO : Epoch 1757 | loss: 0.0312472 | val_loss: 0.0312484 | Time: 3272.67 ms
[2021-09-29 14:04:21 main:574] : INFO : Epoch 1758 | loss: 0.0312472 | val_loss: 0.0312493 | Time: 3242.77 ms
[2021-09-29 14:04:24 main:574] : INFO : Epoch 1759 | loss: 0.0312471 | val_loss: 0.0312474 | Time: 3241.66 ms
[2021-09-29 14:04:27 main:574] : INFO : Epoch 1760 | loss: 0.0312471 | val_loss: 0.0312476 | Time: 3294.84 ms
[2021-09-29 14:04:30 main:574] : INFO : Epoch 1761 | loss: 0.0312476 | val_loss: 0.0312478 | Time: 3287.54 ms
[2021-09-29 14:04:34 main:574] : INFO : Epoch 1762 | loss: 0.0312476 | val_loss: 0.0312473 | Time: 3260.46 ms
[2021-09-29 14:04:37 main:574] : INFO : Epoch 1763 | loss: 0.0312469 | val_loss: 0.0312484 | Time: 3249.6 ms
[2021-09-29 14:04:40 main:574] : INFO : Epoch 1764 | loss: 0.0312473 | val_loss: 0.0312478 | Time: 3205.62 ms
[2021-09-29 14:04:43 main:574] : INFO : Epoch 1765 | loss: 0.0312479 | val_loss: 0.0312481 | Time: 3217.77 ms
[2021-09-29 14:04:47 main:574] : INFO : Epoch 1766 | loss: 0.0312469 | val_loss: 0.0312474 | Time: 3249.19 ms
[2021-09-29 14:04:50 main:574] : INFO : Epoch 1767 | loss: 0.0312476 | val_loss: 0.0312482 | Time: 3265.6 ms
[2021-09-29 14:04:53 main:574] : INFO : Epoch 1768 | loss: 0.0312474 | val_loss: 0.0312489 | Time: 3280.66 ms
[2021-09-29 14:04:56 main:574] : INFO : Epoch 1769 | loss: 0.0312477 | val_loss: 0.0312474 | Time: 3230.36 ms
[2021-09-29 14:05:00 main:574] : INFO : Epoch 1770 | loss: 0.0312476 | val_loss: 0.0312478 | Time: 3256.34 ms
[2021-09-29 14:05:03 main:574] : INFO : Epoch 1771 | loss: 0.0312471 | val_loss: 0.03125 | Time: 3257.54 ms
[2021-09-29 14:05:06 main:574] : INFO : Epoch 1772 | loss: 0.0312471 | val_loss: 0.0312479 | Time: 3267.91 ms
[2021-09-29 14:05:09 main:574] : INFO : Epoch 1773 | loss: 0.0312472 | val_loss: 0.0312475 | Time: 3227.66 ms
[2021-09-29 14:05:13 main:574] : INFO : Epoch 1774 | loss: 0.0312468 | val_loss: 0.0312475 | Time: 3241.32 ms
[2021-09-29 14:05:16 main:574] : INFO : Epoch 1775 | loss: 0.0312468 | val_loss: 0.0312475 | Time: 3285.19 ms
[2021-09-29 14:05:19 main:574] : INFO : Epoch 1776 | loss: 0.0312469 | val_loss: 0.0312474 | Time: 3228.27 ms
[2021-09-29 14:05:23 main:574] : INFO : Epoch 1777 | loss: 0.0312469 | val_loss: 0.0312473 | Time: 3358.97 ms
[2021-09-29 14:05:26 main:574] : INFO : Epoch 1778 | loss: 0.0312469 | val_loss: 0.0312477 | Time: 3244.93 ms
[2021-09-29 14:05:29 main:574] : INFO : Epoch 1779 | loss: 0.031247 | val_loss: 0.0312474 | Time: 3237.02 ms
[2021-09-29 14:05:32 main:574] : INFO : Epoch 1780 | loss: 0.0312471 | val_loss: 0.0312485 | Time: 3223.74 ms
[2021-09-29 14:05:36 main:574] : INFO : Epoch 1781 | loss: 0.031247 | val_loss: 0.0312472 | Time: 3241.21 ms
[2021-09-29 14:05:39 main:574] : INFO : Epoch 1782 | loss: 0.0312471 | val_loss: 0.0312472 | Time: 3233.94 ms
[2021-09-29 14:05:42 main:574] : INFO : Epoch 1783 | loss: 0.0312469 | val_loss: 0.0312475 | Time: 3275.95 ms
[2021-09-29 14:05:45 main:574] : INFO : Epoch 1784 | loss: 0.0312473 | val_loss: 0.0312503 | Time: 3256.62 ms
[2021-09-29 14:05:49 main:574] : INFO : Epoch 1785 | loss: 0.0312481 | val_loss: 0.0312491 | Time: 3259.63 ms
[2021-09-29 14:05:52 main:574] : INFO : Epoch 1786 | loss: 0.0312482 | val_loss: 0.0312478 | Time: 3258.44 ms
[2021-09-29 14:05:55 main:574] : INFO : Epoch 1787 | loss: 0.0312472 | val_loss: 0.0312479 | Time: 3262.29 ms
[2021-09-29 14:05:58 main:574] : INFO : Epoch 1788 | loss: 0.0312475 | val_loss: 0.0312489 | Time: 3272.45 ms
[2021-09-29 14:06:02 main:574] : INFO : Epoch 1789 | loss: 0.0312475 | val_loss: 0.0312477 | Time: 3313.03 ms
[2021-09-29 14:06:05 main:574] : INFO : Epoch 1790 | loss: 0.0312483 | val_loss: 0.0312478 | Time: 3289.51 ms
[2021-09-29 14:06:08 main:574] : INFO : Epoch 1791 | loss: 0.0312478 | val_loss: 0.0312476 | Time: 3297.39 ms
[2021-09-29 14:06:12 main:574] : INFO : Epoch 1792 | loss: 0.0312476 | val_loss: 0.031248 | Time: 3272.22 ms
[2021-09-29 14:06:15 main:574] : INFO : Epoch 1793 | loss: 0.0312475 | val_loss: 0.0312474 | Time: 3222.58 ms
[2021-09-29 14:06:18 main:574] : INFO : Epoch 1794 | loss: 0.0312476 | val_loss: 0.0312478 | Time: 3268.49 ms
[2021-09-29 14:06:21 main:574] : INFO : Epoch 1795 | loss: 0.0312471 | val_loss: 0.0312474 | Time: 3250.53 ms
[2021-09-29 14:06:25 main:574] : INFO : Epoch 1796 | loss: 0.0312479 | val_loss: 0.0312477 | Time: 3262.26 ms
[2021-09-29 14:06:28 main:574] : INFO : Epoch 1797 | loss: 0.0312471 | val_loss: 0.0312472 | Time: 3249.19 ms
[2021-09-29 14:06:31 main:574] : INFO : Epoch 1798 | loss: 0.0312479 | val_loss: 0.0312481 | Time: 3288 ms
[2021-09-29 14:06:34 main:574] : INFO : Epoch 1799 | loss: 0.0312483 | val_loss: 0.0312484 | Time: 3283.06 ms
[2021-09-29 14:06:38 main:574] : INFO : Epoch 1800 | loss: 0.0312478 | val_loss: 0.0312483 | Time: 3238.63 ms
[2021-09-29 14:06:41 main:574] : INFO : Epoch 1801 | loss: 0.0312473 | val_loss: 0.0312483 | Time: 3250.09 ms
[2021-09-29 14:06:44 main:574] : INFO : Epoch 1802 | loss: 0.0312468 | val_loss: 0.0312473 | Time: 3267.73 ms
[2021-09-29 14:06:47 main:574] : INFO : Epoch 1803 | loss: 0.031247 | val_loss: 0.0312476 | Time: 3257.68 ms
[2021-09-29 14:06:51 main:574] : INFO : Epoch 1804 | loss: 0.0312471 | val_loss: 0.0312486 | Time: 3239.19 ms
[2021-09-29 14:06:54 main:574] : INFO : Epoch 1805 | loss: 0.0312471 | val_loss: 0.0312473 | Time: 3266.51 ms
[2021-09-29 14:06:57 main:574] : INFO : Epoch 1806 | loss: 0.0312469 | val_loss: 0.0312476 | Time: 3260.08 ms
[2021-09-29 14:07:01 main:574] : INFO : Epoch 1807 | loss: 0.0312476 | val_loss: 0.0312473 | Time: 3266.66 ms
[2021-09-29 14:07:04 main:574] : INFO : Epoch 1808 | loss: 0.0312475 | val_loss: 0.0312474 | Time: 3260.17 ms
[2021-09-29 14:07:07 main:574] : INFO : Epoch 1809 | loss: 0.0312479 | val_loss: 0.0312482 | Time: 3236.9 ms
[2021-09-29 14:07:10 main:574] : INFO : Epoch 1810 | loss: 0.0312478 | val_loss: 0.0312481 | Time: 3241.47 ms
[2021-09-29 14:07:14 main:574] : INFO : Epoch 1811 | loss: 0.0312473 | val_loss: 0.0312472 | Time: 3247.07 ms
[2021-09-29 14:07:17 main:574] : INFO : Epoch 1812 | loss: 0.0312472 | val_loss: 0.0312479 | Time: 3259.67 ms
[2021-09-29 14:07:20 main:574] : INFO : Epoch 1813 | loss: 0.0312474 | val_loss: 0.0312478 | Time: 3255.21 ms
[2021-09-29 14:07:23 main:574] : INFO : Epoch 1814 | loss: 0.0312472 | val_loss: 0.0312475 | Time: 3294.59 ms
[2021-09-29 14:07:27 main:574] : INFO : Epoch 1815 | loss: 0.0312472 | val_loss: 0.0312487 | Time: 3237.3 ms
[2021-09-29 14:07:30 main:574] : INFO : Epoch 1816 | loss: 0.0312473 | val_loss: 0.0312474 | Time: 3279.87 ms
[2021-09-29 14:07:33 main:574] : INFO : Epoch 1817 | loss: 0.0312476 | val_loss: 0.0312482 | Time: 3265.34 ms
[2021-09-29 14:07:36 main:574] : INFO : Epoch 1818 | loss: 0.0312474 | val_loss: 0.0312484 | Time: 3268.3 ms
[2021-09-29 14:07:40 main:574] : INFO : Epoch 1819 | loss: 0.0312473 | val_loss: 0.0312473 | Time: 3244.53 ms
[2021-09-29 14:07:43 main:574] : INFO : Epoch 1820 | loss: 0.031247 | val_loss: 0.0312485 | Time: 3250.8 ms
[2021-09-29 14:07:46 main:574] : INFO : Epoch 1821 | loss: 0.031247 | val_loss: 0.0312472 | Time: 3249.34 ms
[2021-09-29 14:07:50 main:574] : INFO : Epoch 1822 | loss: 0.031247 | val_loss: 0.0312473 | Time: 3330.95 ms
[2021-09-29 14:07:53 main:574] : INFO : Epoch 1823 | loss: 0.0312472 | val_loss: 0.0312473 | Time: 3295.82 ms
[2021-09-29 14:07:56 main:574] : INFO : Epoch 1824 | loss: 0.0312477 | val_loss: 0.0312479 | Time: 3314.46 ms
[2021-09-29 14:07:59 main:574] : INFO : Epoch 1825 | loss: 0.0312479 | val_loss: 0.0312476 | Time: 3256.46 ms
[2021-09-29 14:08:03 main:574] : INFO : Epoch 1826 | loss: 0.0312467 | val_loss: 0.0312476 | Time: 3264.74 ms
[2021-09-29 14:08:06 main:574] : INFO : Epoch 1827 | loss: 0.0312473 | val_loss: 0.0312481 | Time: 3267.25 ms
[2021-09-29 14:08:09 main:574] : INFO : Epoch 1828 | loss: 0.0312471 | val_loss: 0.0312479 | Time: 3191.57 ms
[2021-09-29 14:08:12 main:574] : INFO : Epoch 1829 | loss: 0.0312472 | val_loss: 0.0312473 | Time: 3245.03 ms
[2021-09-29 14:08:16 main:574] : INFO : Epoch 1830 | loss: 0.0312474 | val_loss: 0.0312475 | Time: 3210.41 ms
[2021-09-29 14:08:19 main:574] : INFO : Epoch 1831 | loss: 0.0312475 | val_loss: 0.0312479 | Time: 3150.4 ms
[2021-09-29 14:08:22 main:574] : INFO : Epoch 1832 | loss: 0.0312472 | val_loss: 0.0312473 | Time: 3190.94 ms
[2021-09-29 14:08:25 main:574] : INFO : Epoch 1833 | loss: 0.0312466 | val_loss: 0.0312472 | Time: 3199.5 ms
[2021-09-29 14:08:28 main:574] : INFO : Epoch 1834 | loss: 0.0312471 | val_loss: 0.0312489 | Time: 3219.82 ms
[2021-09-29 14:08:32 main:574] : INFO : Epoch 1835 | loss: 0.0312473 | val_loss: 0.0312475 | Time: 3185.88 ms
[2021-09-29 14:08:35 main:574] : INFO : Epoch 1836 | loss: 0.0312478 | val_loss: 0.0312487 | Time: 3220.79 ms
[2021-09-29 14:08:38 main:574] : INFO : Epoch 1837 | loss: 0.0312479 | val_loss: 0.0312479 | Time: 3288.89 ms
[2021-09-29 14:08:41 main:574] : INFO : Epoch 1838 | loss: 0.0312476 | val_loss: 0.0312475 | Time: 3327.73 ms
[2021-09-29 14:08:45 main:574] : INFO : Epoch 1839 | loss: 0.0312472 | val_loss: 0.0312473 | Time: 3252.14 ms
[2021-09-29 14:08:48 main:574] : INFO : Epoch 1840 | loss: 0.0312473 | val_loss: 0.0312474 | Time: 3239.64 ms
[2021-09-29 14:08:51 main:574] : INFO : Epoch 1841 | loss: 0.0312476 | val_loss: 0.0312478 | Time: 3278.19 ms
[2021-09-29 14:08:54 main:574] : INFO : Epoch 1842 | loss: 0.0312472 | val_loss: 0.031248 | Time: 3253.38 ms
[2021-09-29 14:08:58 main:574] : INFO : Epoch 1843 | loss: 0.0312474 | val_loss: 0.0312486 | Time: 3278.31 ms
[2021-09-29 14:09:01 main:574] : INFO : Epoch 1844 | loss: 0.0312474 | val_loss: 0.0312495 | Time: 3256.86 ms
[2021-09-29 14:09:04 main:574] : INFO : Epoch 1845 | loss: 0.0312475 | val_loss: 0.0312497 | Time: 3248.44 ms
[2021-09-29 14:09:08 main:574] : INFO : Epoch 1846 | loss: 0.0312483 | val_loss: 0.0312481 | Time: 3255.02 ms
[2021-09-29 14:09:11 main:574] : INFO : Epoch 1847 | loss: 0.0312471 | val_loss: 0.0312473 | Time: 3275.86 ms
[2021-09-29 14:09:14 main:574] : INFO : Epoch 1848 | loss: 0.0312476 | val_loss: 0.0312495 | Time: 3246.47 ms
[2021-09-29 14:09:17 main:574] : INFO : Epoch 1849 | loss: 0.0312475 | val_loss: 0.0312482 | Time: 3259.47 ms
[2021-09-29 14:09:21 main:574] : INFO : Epoch 1850 | loss: 0.0312474 | val_loss: 0.0312473 | Time: 3279.6 ms
[2021-09-29 14:09:24 main:574] : INFO : Epoch 1851 | loss: 0.0312469 | val_loss: 0.031248 | Time: 3253.77 ms
[2021-09-29 14:09:27 main:574] : INFO : Epoch 1852 | loss: 0.0312472 | val_loss: 0.0312485 | Time: 3262.13 ms
[2021-09-29 14:09:30 main:574] : INFO : Epoch 1853 | loss: 0.0312473 | val_loss: 0.0312474 | Time: 3276.37 ms
[2021-09-29 14:09:34 main:574] : INFO : Epoch 1854 | loss: 0.0312473 | val_loss: 0.0312479 | Time: 3261.81 ms
[2021-09-29 14:09:37 main:574] : INFO : Epoch 1855 | loss: 0.0312484 | val_loss: 0.0312477 | Time: 3247.85 ms
[2021-09-29 14:09:40 main:574] : INFO : Epoch 1856 | loss: 0.0312472 | val_loss: 0.0312476 | Time: 3235.04 ms
[2021-09-29 14:09:43 main:574] : INFO : Epoch 1857 | loss: 0.031247 | val_loss: 0.0312481 | Time: 3280.77 ms
[2021-09-29 14:09:47 main:574] : INFO : Epoch 1858 | loss: 0.0312471 | val_loss: 0.0312488 | Time: 3251.83 ms
[2021-09-29 14:09:50 main:574] : INFO : Epoch 1859 | loss: 0.031247 | val_loss: 0.0312474 | Time: 3265.76 ms
[2021-09-29 14:09:53 main:574] : INFO : Epoch 1860 | loss: 0.0312474 | val_loss: 0.03125 | Time: 3260.6 ms
[2021-09-29 14:09:56 main:574] : INFO : Epoch 1861 | loss: 0.0312476 | val_loss: 0.0312489 | Time: 3260.55 ms
[2021-09-29 14:10:00 main:574] : INFO : Epoch 1862 | loss: 0.0312473 | val_loss: 0.0312472 | Time: 3336.08 ms
[2021-09-29 14:10:03 main:574] : INFO : Epoch 1863 | loss: 0.0312469 | val_loss: 0.0312481 | Time: 3306.98 ms
[2021-09-29 14:10:06 main:574] : INFO : Epoch 1864 | loss: 0.0312484 | val_loss: 0.0312481 | Time: 3282.59 ms
[2021-09-29 14:10:10 main:574] : INFO : Epoch 1865 | loss: 0.0312482 | val_loss: 0.0312482 | Time: 3285.18 ms
[2021-09-29 14:10:13 main:574] : INFO : Epoch 1866 | loss: 0.0312478 | val_loss: 0.0312492 | Time: 3362.78 ms
[2021-09-29 14:10:16 main:574] : INFO : Epoch 1867 | loss: 0.0312478 | val_loss: 0.0312486 | Time: 3305.81 ms
[2021-09-29 14:10:20 main:574] : INFO : Epoch 1868 | loss: 0.0312473 | val_loss: 0.0312472 | Time: 3304.94 ms
[2021-09-29 14:10:23 main:574] : INFO : Epoch 1869 | loss: 0.0312476 | val_loss: 0.0312479 | Time: 3331.28 ms
[2021-09-29 14:10:26 main:574] : INFO : Epoch 1870 | loss: 0.0312476 | val_loss: 0.031248 | Time: 3353.82 ms
[2021-09-29 14:10:30 main:574] : INFO : Epoch 1871 | loss: 0.031248 | val_loss: 0.0312497 | Time: 3312.11 ms
[2021-09-29 14:10:33 main:574] : INFO : Epoch 1872 | loss: 0.0312489 | val_loss: 0.0312482 | Time: 3274.7 ms
[2021-09-29 14:10:36 main:574] : INFO : Epoch 1873 | loss: 0.0312485 | val_loss: 0.031248 | Time: 3271.3 ms
[2021-09-29 14:10:39 main:574] : INFO : Epoch 1874 | loss: 0.0312474 | val_loss: 0.0312476 | Time: 3251.55 ms
[2021-09-29 14:10:43 main:574] : INFO : Epoch 1875 | loss: 0.0312471 | val_loss: 0.0312478 | Time: 3255.7 ms
[2021-09-29 14:10:46 main:574] : INFO : Epoch 1876 | loss: 0.0312476 | val_loss: 0.0312483 | Time: 3248.69 ms
[2021-09-29 14:10:49 main:574] : INFO : Epoch 1877 | loss: 0.0312478 | val_loss: 0.0312478 | Time: 3260.25 ms
[2021-09-29 14:10:53 main:574] : INFO : Epoch 1878 | loss: 0.0312478 | val_loss: 0.0312478 | Time: 3268.55 ms
[2021-09-29 14:10:56 main:574] : INFO : Epoch 1879 | loss: 0.0312482 | val_loss: 0.0312489 | Time: 3244.44 ms
[2021-09-29 14:10:59 main:574] : INFO : Epoch 1880 | loss: 0.0312476 | val_loss: 0.0312496 | Time: 3293.6 ms
[2021-09-29 14:11:02 main:574] : INFO : Epoch 1881 | loss: 0.0312472 | val_loss: 0.0312475 | Time: 3282.78 ms
[2021-09-29 14:11:06 main:574] : INFO : Epoch 1882 | loss: 0.0312478 | val_loss: 0.0312482 | Time: 3142.14 ms
[2021-09-29 14:11:09 main:574] : INFO : Epoch 1883 | loss: 0.0312474 | val_loss: 0.0312475 | Time: 3151.4 ms
[2021-09-29 14:11:12 main:574] : INFO : Epoch 1884 | loss: 0.0312474 | val_loss: 0.0312481 | Time: 3202.72 ms
[2021-09-29 14:11:15 main:574] : INFO : Epoch 1885 | loss: 0.0312473 | val_loss: 0.0312481 | Time: 3159.93 ms
[2021-09-29 14:11:18 main:574] : INFO : Epoch 1886 | loss: 0.031248 | val_loss: 0.0312501 | Time: 3154.11 ms
[2021-09-29 14:11:22 main:574] : INFO : Epoch 1887 | loss: 0.0312479 | val_loss: 0.0312473 | Time: 3283.44 ms
[2021-09-29 14:11:25 main:574] : INFO : Epoch 1888 | loss: 0.0312475 | val_loss: 0.0312481 | Time: 3222.53 ms
[2021-09-29 14:11:28 main:574] : INFO : Epoch 1889 | loss: 0.0312479 | val_loss: 0.0312476 | Time: 3294.93 ms
[2021-09-29 14:11:31 main:574] : INFO : Epoch 1890 | loss: 0.0312483 | val_loss: 0.0312498 | Time: 3267.77 ms
[2021-09-29 14:11:35 main:574] : INFO : Epoch 1891 | loss: 0.0312485 | val_loss: 0.0312485 | Time: 3220.02 ms
[2021-09-29 14:11:38 main:574] : INFO : Epoch 1892 | loss: 0.0312477 | val_loss: 0.0312473 | Time: 3240.05 ms
[2021-09-29 14:11:41 main:574] : INFO : Epoch 1893 | loss: 0.0312471 | val_loss: 0.0312473 | Time: 3261.77 ms
[2021-09-29 14:11:44 main:574] : INFO : Epoch 1894 | loss: 0.0312471 | val_loss: 0.0312481 | Time: 3224.01 ms
[2021-09-29 14:11:48 main:574] : INFO : Epoch 1895 | loss: 0.0312474 | val_loss: 0.0312481 | Time: 3233.9 ms
[2021-09-29 14:11:51 main:574] : INFO : Epoch 1896 | loss: 0.0312474 | val_loss: 0.0312491 | Time: 3206.72 ms
[2021-09-29 14:11:54 main:574] : INFO : Epoch 1897 | loss: 0.0312481 | val_loss: 0.0312475 | Time: 3264.66 ms
[2021-09-29 14:11:57 main:574] : INFO : Epoch 1898 | loss: 0.0312472 | val_loss: 0.0312496 | Time: 3283.47 ms
[2021-09-29 14:12:01 main:574] : INFO : Epoch 1899 | loss: 0.031248 | val_loss: 0.0312492 | Time: 3327.97 ms
[2021-09-29 14:12:04 main:574] : INFO : Epoch 1900 | loss: 0.0312475 | val_loss: 0.0312472 | Time: 3324.95 ms
[2021-09-29 14:12:07 main:574] : INFO : Epoch 1901 | loss: 0.0312479 | val_loss: 0.0312474 | Time: 3279.51 ms
[2021-09-29 14:12:10 main:574] : INFO : Epoch 1902 | loss: 0.0312469 | val_loss: 0.0312475 | Time: 3239.96 ms
[2021-09-29 14:12:14 main:574] : INFO : Epoch 1903 | loss: 0.0312473 | val_loss: 0.0312483 | Time: 3260.48 ms
[2021-09-29 14:12:17 main:574] : INFO : Epoch 1904 | loss: 0.0312476 | val_loss: 0.0312475 | Time: 3289.67 ms
[2021-09-29 14:12:20 main:574] : INFO : Epoch 1905 | loss: 0.031247 | val_loss: 0.0312483 | Time: 3273.43 ms
[2021-09-29 14:12:24 main:574] : INFO : Epoch 1906 | loss: 0.0312475 | val_loss: 0.0312474 | Time: 3263.49 ms
[2021-09-29 14:12:27 main:574] : INFO : Epoch 1907 | loss: 0.0312475 | val_loss: 0.0312478 | Time: 3242.31 ms
[2021-09-29 14:12:30 main:574] : INFO : Epoch 1908 | loss: 0.0312477 | val_loss: 0.0312483 | Time: 3273.12 ms
[2021-09-29 14:12:33 main:574] : INFO : Epoch 1909 | loss: 0.0312483 | val_loss: 0.0312515 | Time: 3268.84 ms
[2021-09-29 14:12:37 main:574] : INFO : Epoch 1910 | loss: 0.0312481 | val_loss: 0.0312484 | Time: 3261.43 ms
[2021-09-29 14:12:40 main:574] : INFO : Epoch 1911 | loss: 0.0312474 | val_loss: 0.0312477 | Time: 3235.97 ms
[2021-09-29 14:12:43 main:574] : INFO : Epoch 1912 | loss: 0.0312473 | val_loss: 0.0312473 | Time: 3228.89 ms
[2021-09-29 14:12:46 main:574] : INFO : Epoch 1913 | loss: 0.0312468 | val_loss: 0.0312481 | Time: 3226.79 ms
[2021-09-29 14:12:50 main:574] : INFO : Epoch 1914 | loss: 0.031247 | val_loss: 0.0312473 | Time: 3285.66 ms
[2021-09-29 14:12:53 main:574] : INFO : Epoch 1915 | loss: 0.0312478 | val_loss: 0.0312507 | Time: 3264.57 ms
[2021-09-29 14:12:56 main:574] : INFO : Epoch 1916 | loss: 0.0312484 | val_loss: 0.0312474 | Time: 3218.43 ms
[2021-09-29 14:12:59 main:574] : INFO : Epoch 1917 | loss: 0.0312494 | val_loss: 0.0312487 | Time: 3255.34 ms
[2021-09-29 14:13:03 main:574] : INFO : Epoch 1918 | loss: 0.0312473 | val_loss: 0.0312473 | Time: 3239.06 ms
[2021-09-29 14:13:06 main:574] : INFO : Epoch 1919 | loss: 0.0312469 | val_loss: 0.031249 | Time: 3295.85 ms
[2021-09-29 14:13:09 main:574] : INFO : Epoch 1920 | loss: 0.031248 | val_loss: 0.0312474 | Time: 3387.16 ms
[2021-09-29 14:13:13 main:574] : INFO : Epoch 1921 | loss: 0.0312475 | val_loss: 0.0312478 | Time: 3391 ms
[2021-09-29 14:13:16 main:574] : INFO : Epoch 1922 | loss: 0.0312472 | val_loss: 0.0312474 | Time: 3322.77 ms
[2021-09-29 14:13:19 main:574] : INFO : Epoch 1923 | loss: 0.0312468 | val_loss: 0.0312479 | Time: 3323.39 ms
[2021-09-29 14:13:23 main:574] : INFO : Epoch 1924 | loss: 0.0312473 | val_loss: 0.0312487 | Time: 3365.11 ms
[2021-09-29 14:13:26 main:574] : INFO : Epoch 1925 | loss: 0.0312473 | val_loss: 0.0312478 | Time: 3281.34 ms
[2021-09-29 14:13:29 main:574] : INFO : Epoch 1926 | loss: 0.0312471 | val_loss: 0.0312481 | Time: 3322.54 ms
[2021-09-29 14:13:33 main:574] : INFO : Epoch 1927 | loss: 0.0312483 | val_loss: 0.0312474 | Time: 3246.54 ms
[2021-09-29 14:13:36 main:574] : INFO : Epoch 1928 | loss: 0.0312476 | val_loss: 0.0312498 | Time: 3233.33 ms
[2021-09-29 14:13:39 main:574] : INFO : Epoch 1929 | loss: 0.0312482 | val_loss: 0.0312482 | Time: 3238.83 ms
[2021-09-29 14:13:42 main:574] : INFO : Epoch 1930 | loss: 0.0312481 | val_loss: 0.0312474 | Time: 3237.65 ms
[2021-09-29 14:13:46 main:574] : INFO : Epoch 1931 | loss: 0.0312473 | val_loss: 0.0312478 | Time: 3269.18 ms
[2021-09-29 14:13:49 main:574] : INFO : Epoch 1932 | loss: 0.0312472 | val_loss: 0.0312473 | Time: 3239.06 ms
[2021-09-29 14:13:52 main:574] : INFO : Epoch 1933 | loss: 0.0312472 | val_loss: 0.0312473 | Time: 3261.12 ms
[2021-09-29 14:13:55 main:574] : INFO : Epoch 1934 | loss: 0.0312473 | val_loss: 0.0312491 | Time: 3289.49 ms
[2021-09-29 14:13:59 main:574] : INFO : Epoch 1935 | loss: 0.0312477 | val_loss: 0.0312477 | Time: 3286.57 ms
[2021-09-29 14:14:02 main:574] : INFO : Epoch 1936 | loss: 0.0312474 | val_loss: 0.0312477 | Time: 3385.42 ms
[2021-09-29 14:14:05 main:574] : INFO : Epoch 1937 | loss: 0.0312476 | val_loss: 0.0312479 | Time: 3220.66 ms
[2021-09-29 14:14:09 main:574] : INFO : Epoch 1938 | loss: 0.0312473 | val_loss: 0.0312475 | Time: 3238.83 ms
[2021-09-29 14:14:12 main:574] : INFO : Epoch 1939 | loss: 0.0312472 | val_loss: 0.0312479 | Time: 3262.3 ms
[2021-09-29 14:14:15 main:574] : INFO : Epoch 1940 | loss: 0.0312473 | val_loss: 0.0312474 | Time: 3253.56 ms
[2021-09-29 14:14:18 main:574] : INFO : Epoch 1941 | loss: 0.0312476 | val_loss: 0.0312487 | Time: 3343.63 ms
[2021-09-29 14:14:22 main:574] : INFO : Epoch 1942 | loss: 0.0312474 | val_loss: 0.0312474 | Time: 3370.72 ms
[2021-09-29 14:14:25 main:574] : INFO : Epoch 1943 | loss: 0.0312472 | val_loss: 0.0312476 | Time: 3366.53 ms
[2021-09-29 14:14:28 main:574] : INFO : Epoch 1944 | loss: 0.0312474 | val_loss: 0.0312478 | Time: 3303.98 ms
[2021-09-29 14:14:32 main:574] : INFO : Epoch 1945 | loss: 0.0312479 | val_loss: 0.03125 | Time: 3437.89 ms
[2021-09-29 14:14:35 main:574] : INFO : Epoch 1946 | loss: 0.0312473 | val_loss: 0.0312481 | Time: 3376.48 ms
[2021-09-29 14:14:39 main:574] : INFO : Epoch 1947 | loss: 0.0312473 | val_loss: 0.0312473 | Time: 3318.89 ms
[2021-09-29 14:14:42 main:574] : INFO : Epoch 1948 | loss: 0.0312469 | val_loss: 0.0312476 | Time: 3252.06 ms
[2021-09-29 14:14:45 main:574] : INFO : Epoch 1949 | loss: 0.0312472 | val_loss: 0.0312478 | Time: 3222.38 ms
[2021-09-29 14:14:48 main:574] : INFO : Epoch 1950 | loss: 0.0312472 | val_loss: 0.0312477 | Time: 3330.77 ms
[2021-09-29 14:14:52 main:574] : INFO : Epoch 1951 | loss: 0.0312474 | val_loss: 0.0312474 | Time: 3570.53 ms
[2021-09-29 14:14:55 main:574] : INFO : Epoch 1952 | loss: 0.0312474 | val_loss: 0.0312494 | Time: 3274.46 ms
[2021-09-29 14:14:59 main:574] : INFO : Epoch 1953 | loss: 0.031248 | val_loss: 0.0312479 | Time: 3270.14 ms
[2021-09-29 14:15:02 main:574] : INFO : Epoch 1954 | loss: 0.0312474 | val_loss: 0.031248 | Time: 3374.1 ms
[2021-09-29 14:15:05 main:574] : INFO : Epoch 1955 | loss: 0.031248 | val_loss: 0.031254 | Time: 3376 ms
[2021-09-29 14:15:09 main:574] : INFO : Epoch 1956 | loss: 0.0312498 | val_loss: 0.031248 | Time: 3332.55 ms
[2021-09-29 14:15:12 main:574] : INFO : Epoch 1957 | loss: 0.0312478 | val_loss: 0.0312472 | Time: 3271.76 ms
[2021-09-29 14:15:15 main:574] : INFO : Epoch 1958 | loss: 0.0312467 | val_loss: 0.0312472 | Time: 3225.6 ms
[2021-09-29 14:15:18 main:574] : INFO : Epoch 1959 | loss: 0.031247 | val_loss: 0.0312473 | Time: 3326.99 ms
[2021-09-29 14:15:22 main:574] : INFO : Epoch 1960 | loss: 0.0312469 | val_loss: 0.0312474 | Time: 3245.55 ms
[2021-09-29 14:15:25 main:574] : INFO : Epoch 1961 | loss: 0.0312469 | val_loss: 0.0312482 | Time: 3251.16 ms
[2021-09-29 14:15:28 main:574] : INFO : Epoch 1962 | loss: 0.0312478 | val_loss: 0.0312484 | Time: 3269.27 ms
[2021-09-29 14:15:31 main:574] : INFO : Epoch 1963 | loss: 0.0312474 | val_loss: 0.0312474 | Time: 3200.41 ms
[2021-09-29 14:15:35 main:574] : INFO : Epoch 1964 | loss: 0.0312472 | val_loss: 0.0312475 | Time: 3230.58 ms
[2021-09-29 14:15:38 main:574] : INFO : Epoch 1965 | loss: 0.0312472 | val_loss: 0.0312473 | Time: 3283.39 ms
[2021-09-29 14:15:41 main:574] : INFO : Epoch 1966 | loss: 0.0312471 | val_loss: 0.0312485 | Time: 3357.09 ms
[2021-09-29 14:15:45 main:574] : INFO : Epoch 1967 | loss: 0.0312471 | val_loss: 0.0312475 | Time: 3295.28 ms
[2021-09-29 14:15:48 main:574] : INFO : Epoch 1968 | loss: 0.0312469 | val_loss: 0.0312493 | Time: 3261.02 ms
[2021-09-29 14:15:51 main:574] : INFO : Epoch 1969 | loss: 0.0312476 | val_loss: 0.0312473 | Time: 3258.22 ms
[2021-09-29 14:15:54 main:574] : INFO : Epoch 1970 | loss: 0.0312471 | val_loss: 0.0312474 | Time: 3199.9 ms
[2021-09-29 14:15:58 main:574] : INFO : Epoch 1971 | loss: 0.0312469 | val_loss: 0.0312476 | Time: 3243.96 ms
[2021-09-29 14:16:01 main:574] : INFO : Epoch 1972 | loss: 0.031247 | val_loss: 0.0312479 | Time: 3157.34 ms
[2021-09-29 14:16:04 main:574] : INFO : Epoch 1973 | loss: 0.0312471 | val_loss: 0.0312483 | Time: 3169.18 ms
[2021-09-29 14:16:07 main:574] : INFO : Epoch 1974 | loss: 0.0312472 | val_loss: 0.0312476 | Time: 3150.37 ms
[2021-09-29 14:16:10 main:574] : INFO : Epoch 1975 | loss: 0.0312472 | val_loss: 0.0312479 | Time: 3154.3 ms
[2021-09-29 14:16:13 main:574] : INFO : Epoch 1976 | loss: 0.031248 | val_loss: 0.0312481 | Time: 3167.03 ms
[2021-09-29 14:16:17 main:574] : INFO : Epoch 1977 | loss: 0.031247 | val_loss: 0.0312474 | Time: 3164.28 ms
[2021-09-29 14:16:20 main:574] : INFO : Epoch 1978 | loss: 0.031247 | val_loss: 0.0312474 | Time: 3167.62 ms
[2021-09-29 14:16:23 main:574] : INFO : Epoch 1979 | loss: 0.0312472 | val_loss: 0.0312477 | Time: 3180.27 ms
[2021-09-29 14:16:26 main:574] : INFO : Epoch 1980 | loss: 0.031247 | val_loss: 0.0312473 | Time: 3165.78 ms
[2021-09-29 14:16:29 main:574] : INFO : Epoch 1981 | loss: 0.031247 | val_loss: 0.0312477 | Time: 3149.01 ms
[2021-09-29 14:16:32 main:574] : INFO : Epoch 1982 | loss: 0.0312471 | val_loss: 0.0312477 | Time: 3161.79 ms
[2021-09-29 14:16:36 main:574] : INFO : Epoch 1983 | loss: 0.0312474 | val_loss: 0.0312477 | Time: 3157.82 ms
[2021-09-29 14:16:39 main:574] : INFO : Epoch 1984 | loss: 0.0312467 | val_loss: 0.0312477 | Time: 3172.87 ms
[2021-09-29 14:16:42 main:574] : INFO : Epoch 1985 | loss: 0.031247 | val_loss: 0.0312474 | Time: 3168.07 ms
[2021-09-29 14:16:45 main:574] : INFO : Epoch 1986 | loss: 0.031247 | val_loss: 0.0312473 | Time: 3200.1 ms
[2021-09-29 14:16:48 main:574] : INFO : Epoch 1987 | loss: 0.0312466 | val_loss: 0.0312486 | Time: 3183.79 ms
[2021-09-29 14:16:52 main:574] : INFO : Epoch 1988 | loss: 0.0312471 | val_loss: 0.0312479 | Time: 3161.57 ms
[2021-09-29 14:16:55 main:574] : INFO : Epoch 1989 | loss: 0.0312469 | val_loss: 0.0312472 | Time: 3159.7 ms
[2021-09-29 14:16:58 main:574] : INFO : Epoch 1990 | loss: 0.0312471 | val_loss: 0.0312475 | Time: 3159.23 ms
[2021-09-29 14:17:01 main:574] : INFO : Epoch 1991 | loss: 0.0312475 | val_loss: 0.0312482 | Time: 3164.39 ms
[2021-09-29 14:17:04 main:574] : INFO : Epoch 1992 | loss: 0.0312477 | val_loss: 0.031249 | Time: 3163.5 ms
[2021-09-29 14:17:07 main:574] : INFO : Epoch 1993 | loss: 0.0312474 | val_loss: 0.031248 | Time: 3157.04 ms
[2021-09-29 14:17:11 main:574] : INFO : Epoch 1994 | loss: 0.0312476 | val_loss: 0.0312482 | Time: 3199.61 ms
[2021-09-29 14:17:14 main:574] : INFO : Epoch 1995 | loss: 0.0312473 | val_loss: 0.0312478 | Time: 3179.74 ms
[2021-09-29 14:17:17 main:574] : INFO : Epoch 1996 | loss: 0.031247 | val_loss: 0.0312472 | Time: 3231.57 ms
[2021-09-29 14:17:20 main:574] : INFO : Epoch 1997 | loss: 0.031247 | val_loss: 0.0312486 | Time: 3164.59 ms
[2021-09-29 14:17:23 main:574] : INFO : Epoch 1998 | loss: 0.0312474 | val_loss: 0.0312472 | Time: 3195.26 ms
[2021-09-29 14:17:27 main:574] : INFO : Epoch 1999 | loss: 0.0312473 | val_loss: 0.0312477 | Time: 3214.57 ms
[2021-09-29 14:17:30 main:574] : INFO : Epoch 2000 | loss: 0.0312471 | val_loss: 0.0312483 | Time: 3178.73 ms
[2021-09-29 14:17:33 main:574] : INFO : Epoch 2001 | loss: 0.0312483 | val_loss: 0.0312481 | Time: 3212 ms
[2021-09-29 14:17:36 main:574] : INFO : Epoch 2002 | loss: 0.0312471 | val_loss: 0.0312472 | Time: 3206.67 ms
[2021-09-29 14:17:39 main:574] : INFO : Epoch 2003 | loss: 0.0312473 | val_loss: 0.0312473 | Time: 3260.16 ms
[2021-09-29 14:17:43 main:574] : INFO : Epoch 2004 | loss: 0.0312468 | val_loss: 0.0312473 | Time: 3275.32 ms
[2021-09-29 14:17:46 main:574] : INFO : Epoch 2005 | loss: 0.0312473 | val_loss: 0.0312478 | Time: 3202.7 ms
[2021-09-29 14:17:49 main:574] : INFO : Epoch 2006 | loss: 0.0312475 | val_loss: 0.0312474 | Time: 3215.88 ms
[2021-09-29 14:17:52 main:574] : INFO : Epoch 2007 | loss: 0.0312471 | val_loss: 0.0312479 | Time: 3206.5 ms
[2021-09-29 14:17:56 main:574] : INFO : Epoch 2008 | loss: 0.0312467 | val_loss: 0.0312476 | Time: 3256.26 ms
[2021-09-29 14:17:59 main:574] : INFO : Epoch 2009 | loss: 0.0312475 | val_loss: 0.0312483 | Time: 3268.8 ms
[2021-09-29 14:18:02 main:574] : INFO : Epoch 2010 | loss: 0.0312476 | val_loss: 0.0312476 | Time: 3317.32 ms
[2021-09-29 14:18:05 main:574] : INFO : Epoch 2011 | loss: 0.031247 | val_loss: 0.0312475 | Time: 3264.26 ms
[2021-09-29 14:18:09 main:574] : INFO : Epoch 2012 | loss: 0.0312473 | val_loss: 0.0312473 | Time: 3350.72 ms
[2021-09-29 14:18:12 main:574] : INFO : Epoch 2013 | loss: 0.0312469 | val_loss: 0.0312479 | Time: 3287.84 ms
[2021-09-29 14:18:15 main:574] : INFO : Epoch 2014 | loss: 0.031247 | val_loss: 0.0312472 | Time: 3277.64 ms
[2021-09-29 14:18:19 main:574] : INFO : Epoch 2015 | loss: 0.0312471 | val_loss: 0.0312473 | Time: 3366.89 ms
[2021-09-29 14:18:22 main:574] : INFO : Epoch 2016 | loss: 0.0312469 | val_loss: 0.0312478 | Time: 3275.68 ms
[2021-09-29 14:18:25 main:574] : INFO : Epoch 2017 | loss: 0.0312476 | val_loss: 0.0312473 | Time: 3352.73 ms
[2021-09-29 14:18:29 main:574] : INFO : Epoch 2018 | loss: 0.0312474 | val_loss: 0.0312475 | Time: 3318.62 ms
[2021-09-29 14:18:32 main:574] : INFO : Epoch 2019 | loss: 0.0312471 | val_loss: 0.0312492 | Time: 3332.59 ms
[2021-09-29 14:18:35 main:574] : INFO : Epoch 2020 | loss: 0.0312475 | val_loss: 0.0312473 | Time: 3367.14 ms
[2021-09-29 14:18:39 main:574] : INFO : Epoch 2021 | loss: 0.0312475 | val_loss: 0.0312478 | Time: 3361.46 ms
[2021-09-29 14:18:42 main:574] : INFO : Epoch 2022 | loss: 0.0312471 | val_loss: 0.0312474 | Time: 3278.94 ms
[2021-09-29 14:18:45 main:574] : INFO : Epoch 2023 | loss: 0.0312475 | val_loss: 0.0312476 | Time: 3266.28 ms
[2021-09-29 14:18:49 main:574] : INFO : Epoch 2024 | loss: 0.0312469 | val_loss: 0.0312475 | Time: 3253.13 ms
[2021-09-29 14:18:52 main:574] : INFO : Epoch 2025 | loss: 0.0312471 | val_loss: 0.0312485 | Time: 3236.07 ms
[2021-09-29 14:18:55 main:574] : INFO : Epoch 2026 | loss: 0.0312499 | val_loss: 0.0312485 | Time: 3366.39 ms
[2021-09-29 14:18:58 main:574] : INFO : Epoch 2027 | loss: 0.031252 | val_loss: 0.0312608 | Time: 3284.92 ms
[2021-09-29 14:19:02 main:574] : INFO : Epoch 2028 | loss: 0.0312519 | val_loss: 0.0312497 | Time: 3338.27 ms
[2021-09-29 14:19:05 main:574] : INFO : Epoch 2029 | loss: 0.0312478 | val_loss: 0.031249 | Time: 3317.42 ms
[2021-09-29 14:19:08 main:574] : INFO : Epoch 2030 | loss: 0.0312473 | val_loss: 0.031249 | Time: 3261.84 ms
[2021-09-29 14:19:12 main:574] : INFO : Epoch 2031 | loss: 0.0312471 | val_loss: 0.0312475 | Time: 3302.04 ms
[2021-09-29 14:19:15 main:574] : INFO : Epoch 2032 | loss: 0.0312476 | val_loss: 0.0312472 | Time: 3324.36 ms
[2021-09-29 14:19:18 main:574] : INFO : Epoch 2033 | loss: 0.0312469 | val_loss: 0.031248 | Time: 3360.86 ms
[2021-09-29 14:19:22 main:574] : INFO : Epoch 2034 | loss: 0.031247 | val_loss: 0.0312488 | Time: 3295.42 ms
[2021-09-29 14:19:25 main:574] : INFO : Epoch 2035 | loss: 0.0312488 | val_loss: 0.0312475 | Time: 3281.06 ms
[2021-09-29 14:19:28 main:574] : INFO : Epoch 2036 | loss: 0.0312482 | val_loss: 0.0312495 | Time: 3252.54 ms
[2021-09-29 14:19:32 main:574] : INFO : Epoch 2037 | loss: 0.0312476 | val_loss: 0.0312474 | Time: 3288.71 ms
[2021-09-29 14:19:35 main:574] : INFO : Epoch 2038 | loss: 0.0312474 | val_loss: 0.0312475 | Time: 3267.06 ms
[2021-09-29 14:19:38 main:574] : INFO : Epoch 2039 | loss: 0.0312469 | val_loss: 0.0312472 | Time: 3282.77 ms
[2021-09-29 14:19:41 main:574] : INFO : Epoch 2040 | loss: 0.0312471 | val_loss: 0.0312499 | Time: 3254.09 ms
[2021-09-29 14:19:45 main:574] : INFO : Epoch 2041 | loss: 0.0312487 | val_loss: 0.0312473 | Time: 3336.89 ms
[2021-09-29 14:19:48 main:574] : INFO : Epoch 2042 | loss: 0.031247 | val_loss: 0.0312473 | Time: 3265.06 ms
[2021-09-29 14:19:51 main:574] : INFO : Epoch 2043 | loss: 0.0312469 | val_loss: 0.0312473 | Time: 3164.53 ms
[2021-09-29 14:19:54 main:574] : INFO : Epoch 2044 | loss: 0.0312468 | val_loss: 0.031248 | Time: 3161.42 ms
[2021-09-29 14:19:58 main:574] : INFO : Epoch 2045 | loss: 0.0312476 | val_loss: 0.0312478 | Time: 3220.25 ms
[2021-09-29 14:20:01 main:574] : INFO : Epoch 2046 | loss: 0.0312477 | val_loss: 0.0312483 | Time: 3267.11 ms
[2021-09-29 14:20:04 main:574] : INFO : Epoch 2047 | loss: 0.0312471 | val_loss: 0.0312476 | Time: 3236.3 ms
[2021-09-29 14:20:07 main:574] : INFO : Epoch 2048 | loss: 0.0312469 | val_loss: 0.0312472 | Time: 3238.35 ms
[2021-09-29 14:20:07 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312472
[2021-09-29 14:20:07 main:603] : INFO : Saving end state to config to file
[2021-09-29 14:20:07 main:608] : INFO : Success, exiting..
14:20:07 (3488): 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)