Task 8715232
| Name | ParityModified-1636224610-31915-0_0 |
| Workunit | 6198661 |
| Created | 6 Nov 2021, 18:50:15 UTC |
| Sent | 11 Nov 2021, 13:01:23 UTC |
| Report deadline | 19 Nov 2021, 13:01:23 UTC |
| Received | 11 Nov 2021, 15:38:48 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 8447 |
| Run time | 1 hours 43 min 24 sec |
| CPU time | 1 hours 41 min 53 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,982.18 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.54 GB |
| Peak swap size | 3.49 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: 0.0309627 | val_loss: 0.0312158 | Time: 2950.88 ms
[2021-11-11 08:41:13 main:574] : INFO : Epoch 1543 | loss: 0.0309606 | val_loss: 0.0312421 | Time: 2964.04 ms
[2021-11-11 08:41:16 main:574] : INFO : Epoch 1544 | loss: 0.0309494 | val_loss: 0.0312694 | Time: 2989.28 ms
[2021-11-11 08:41:19 main:574] : INFO : Epoch 1545 | loss: 0.0309447 | val_loss: 0.031263 | Time: 2971.15 ms
[2021-11-11 08:41:22 main:574] : INFO : Epoch 1546 | loss: 0.030944 | val_loss: 0.0312502 | Time: 2947.74 ms
[2021-11-11 08:41:24 main:574] : INFO : Epoch 1547 | loss: 0.030941 | val_loss: 0.0312715 | Time: 2967.62 ms
[2021-11-11 08:41:27 main:574] : INFO : Epoch 1548 | loss: 0.0309354 | val_loss: 0.0312642 | Time: 2990.97 ms
[2021-11-11 08:41:30 main:574] : INFO : Epoch 1549 | loss: 0.0309527 | val_loss: 0.0312646 | Time: 2981.18 ms
[2021-11-11 08:41:33 main:574] : INFO : Epoch 1550 | loss: 0.0309783 | val_loss: 0.031275 | Time: 2968.67 ms
[2021-11-11 08:41:36 main:574] : INFO : Epoch 1551 | loss: 0.0309585 | val_loss: 0.03126 | Time: 2935.57 ms
[2021-11-11 08:41:39 main:574] : INFO : Epoch 1552 | loss: 0.0309478 | val_loss: 0.0312551 | Time: 2986.64 ms
[2021-11-11 08:41:42 main:574] : INFO : Epoch 1553 | loss: 0.0309459 | val_loss: 0.0312808 | Time: 2987.75 ms
[2021-11-11 08:41:45 main:574] : INFO : Epoch 1554 | loss: 0.0309501 | val_loss: 0.0312519 | Time: 3007.64 ms
[2021-11-11 08:41:48 main:574] : INFO : Epoch 1555 | loss: 0.0309447 | val_loss: 0.03126 | Time: 3039.54 ms
[2021-11-11 08:41:51 main:574] : INFO : Epoch 1556 | loss: 0.0309393 | val_loss: 0.0312775 | Time: 2995.97 ms
[2021-11-11 08:41:54 main:574] : INFO : Epoch 1557 | loss: 0.0309437 | val_loss: 0.0312817 | Time: 2988.26 ms
[2021-11-11 08:41:57 main:574] : INFO : Epoch 1558 | loss: 0.0309419 | val_loss: 0.031228 | Time: 2973.95 ms
[2021-11-11 08:42:00 main:574] : INFO : Epoch 1559 | loss: 0.0309472 | val_loss: 0.031266 | Time: 2976.9 ms
[2021-11-11 08:42:03 main:574] : INFO : Epoch 1560 | loss: 0.0309439 | val_loss: 0.0312708 | Time: 2984.7 ms
[2021-11-11 08:42:06 main:574] : INFO : Epoch 1561 | loss: 0.0309453 | val_loss: 0.0312625 | Time: 2953.09 ms
[2021-11-11 08:42:09 main:574] : INFO : Epoch 1562 | loss: 0.0309533 | val_loss: 0.0312903 | Time: 2992.87 ms
[2021-11-11 08:42:12 main:574] : INFO : Epoch 1563 | loss: 0.0309453 | val_loss: 0.0312876 | Time: 3000.65 ms
[2021-11-11 08:42:15 main:574] : INFO : Epoch 1564 | loss: 0.0309455 | val_loss: 0.0312418 | Time: 2966.05 ms
[2021-11-11 08:42:18 main:574] : INFO : Epoch 1565 | loss: 0.0309559 | val_loss: 0.0312556 | Time: 2982.08 ms
[2021-11-11 08:42:21 main:574] : INFO : Epoch 1566 | loss: 0.0309446 | val_loss: 0.0312717 | Time: 2949.55 ms
[2021-11-11 08:42:24 main:574] : INFO : Epoch 1567 | loss: 0.030945 | val_loss: 0.0312599 | Time: 2965.16 ms
[2021-11-11 08:42:27 main:574] : INFO : Epoch 1568 | loss: 0.0309421 | val_loss: 0.0312656 | Time: 2972.52 ms
[2021-11-11 08:42:30 main:574] : INFO : Epoch 1569 | loss: 0.0309523 | val_loss: 0.0312324 | Time: 2942.02 ms
[2021-11-11 08:42:33 main:574] : INFO : Epoch 1570 | loss: 0.0309538 | val_loss: 0.0312726 | Time: 2985.67 ms
[2021-11-11 08:42:36 main:574] : INFO : Epoch 1571 | loss: 0.0309553 | val_loss: 0.0312252 | Time: 2979.29 ms
[2021-11-11 08:42:39 main:574] : INFO : Epoch 1572 | loss: 0.0309586 | val_loss: 0.0312654 | Time: 2958.67 ms
[2021-11-11 08:42:42 main:574] : INFO : Epoch 1573 | loss: 0.0309524 | val_loss: 0.0312395 | Time: 3001.7 ms
[2021-11-11 08:42:45 main:574] : INFO : Epoch 1574 | loss: 0.0309405 | val_loss: 0.0312539 | Time: 2991.12 ms
[2021-11-11 08:42:48 main:574] : INFO : Epoch 1575 | loss: 0.0309466 | val_loss: 0.031263 | Time: 2984.75 ms
[2021-11-11 08:42:51 main:574] : INFO : Epoch 1576 | loss: 0.0309411 | val_loss: 0.031257 | Time: 2992.42 ms
[2021-11-11 08:42:54 main:574] : INFO : Epoch 1577 | loss: 0.030988 | val_loss: 0.0311802 | Time: 2950.21 ms
[2021-11-11 08:42:57 main:574] : INFO : Epoch 1578 | loss: 0.0311577 | val_loss: 0.0311704 | Time: 2964.25 ms
[2021-11-11 08:43:00 main:574] : INFO : Epoch 1579 | loss: 0.0311401 | val_loss: 0.0311546 | Time: 2972.93 ms
[2021-11-11 08:43:03 main:574] : INFO : Epoch 1580 | loss: 0.0311204 | val_loss: 0.0311459 | Time: 2972.11 ms
[2021-11-11 08:43:06 main:574] : INFO : Epoch 1581 | loss: 0.031106 | val_loss: 0.0311438 | Time: 2976.74 ms
[2021-11-11 08:43:09 main:574] : INFO : Epoch 1582 | loss: 0.0310925 | val_loss: 0.0311514 | Time: 2976.42 ms
[2021-11-11 08:43:12 main:574] : INFO : Epoch 1583 | loss: 0.0310806 | val_loss: 0.0311549 | Time: 3004.43 ms
[2021-11-11 08:43:15 main:574] : INFO : Epoch 1584 | loss: 0.0310682 | val_loss: 0.031169 | Time: 2982.43 ms
[2021-11-11 08:43:18 main:574] : INFO : Epoch 1585 | loss: 0.0310522 | val_loss: 0.0311724 | Time: 2952.04 ms
[2021-11-11 08:43:21 main:574] : INFO : Epoch 1586 | loss: 0.0310306 | val_loss: 0.0311884 | Time: 2960.45 ms
[2021-11-11 08:43:24 main:574] : INFO : Epoch 1587 | loss: 0.0310065 | val_loss: 0.0312051 | Time: 2974.38 ms
[2021-11-11 08:43:27 main:574] : INFO : Epoch 1588 | loss: 0.0309852 | val_loss: 0.0312285 | Time: 2974.2 ms
[2021-11-11 08:43:30 main:574] : INFO : Epoch 1589 | loss: 0.0309677 | val_loss: 0.0312272 | Time: 2962.08 ms
[2021-11-11 08:43:33 main:574] : INFO : Epoch 1590 | loss: 0.0309621 | val_loss: 0.0312312 | Time: 2938.48 ms
[2021-11-11 08:43:36 main:574] : INFO : Epoch 1591 | loss: 0.0309498 | val_loss: 0.0312608 | Time: 2955.61 ms
[2021-11-11 08:43:39 main:574] : INFO : Epoch 1592 | loss: 0.0309444 | val_loss: 0.0312675 | Time: 2997.05 ms
[2021-11-11 08:43:42 main:574] : INFO : Epoch 1593 | loss: 0.0309434 | val_loss: 0.0312491 | Time: 2972.65 ms
[2021-11-11 08:43:45 main:574] : INFO : Epoch 1594 | loss: 0.0309427 | val_loss: 0.031283 | Time: 3004.23 ms
[2021-11-11 08:43:48 main:574] : INFO : Epoch 1595 | loss: 0.0309405 | val_loss: 0.0312825 | Time: 3003.68 ms
[2021-11-11 08:43:51 main:574] : INFO : Epoch 1596 | loss: 0.0309625 | val_loss: 0.0312406 | Time: 2997.11 ms
[2021-11-11 08:43:54 main:574] : INFO : Epoch 1597 | loss: 0.030945 | val_loss: 0.0312762 | Time: 2982.08 ms
[2021-11-11 08:43:57 main:574] : INFO : Epoch 1598 | loss: 0.030938 | val_loss: 0.0312685 | Time: 2964.39 ms
[2021-11-11 08:44:00 main:574] : INFO : Epoch 1599 | loss: 0.0309418 | val_loss: 0.0312663 | Time: 2978.5 ms
[2021-11-11 08:44:03 main:574] : INFO : Epoch 1600 | loss: 0.0309463 | val_loss: 0.0312284 | Time: 2978.23 ms
[2021-11-11 08:44:06 main:574] : INFO : Epoch 1601 | loss: 0.0309508 | val_loss: 0.0312801 | Time: 2983.49 ms
[2021-11-11 08:44:09 main:574] : INFO : Epoch 1602 | loss: 0.0309499 | val_loss: 0.0312651 | Time: 2981.32 ms
[2021-11-11 08:44:12 main:574] : INFO : Epoch 1603 | loss: 0.0309485 | val_loss: 0.0312547 | Time: 2984.61 ms
[2021-11-11 08:44:15 main:574] : INFO : Epoch 1604 | loss: 0.0309603 | val_loss: 0.0312661 | Time: 2985.49 ms
[2021-11-11 08:44:18 main:574] : INFO : Epoch 1605 | loss: 0.0309585 | val_loss: 0.0312487 | Time: 2962.58 ms
[2021-11-11 08:44:21 main:574] : INFO : Epoch 1606 | loss: 0.030962 | val_loss: 0.031269 | Time: 2970.18 ms
[2021-11-11 08:44:24 main:574] : INFO : Epoch 1607 | loss: 0.0309498 | val_loss: 0.0312564 | Time: 2976.41 ms
[2021-11-11 08:44:27 main:574] : INFO : Epoch 1608 | loss: 0.0309538 | val_loss: 0.0312364 | Time: 2970.01 ms
[2021-11-11 08:44:30 main:574] : INFO : Epoch 1609 | loss: 0.0309616 | val_loss: 0.0313008 | Time: 2967.74 ms
[2021-11-11 08:44:33 main:574] : INFO : Epoch 1610 | loss: 0.0309639 | val_loss: 0.0312409 | Time: 2946.15 ms
[2021-11-11 08:44:36 main:574] : INFO : Epoch 1611 | loss: 0.0309562 | val_loss: 0.0312233 | Time: 2963.49 ms
[2021-11-11 08:44:39 main:574] : INFO : Epoch 1612 | loss: 0.0309589 | val_loss: 0.0312612 | Time: 2961.7 ms
[2021-11-11 08:44:42 main:574] : INFO : Epoch 1613 | loss: 0.0309611 | val_loss: 0.0312564 | Time: 2973.93 ms
[2021-11-11 08:44:45 main:574] : INFO : Epoch 1614 | loss: 0.0309675 | val_loss: 0.0312296 | Time: 2972.22 ms
[2021-11-11 08:44:48 main:574] : INFO : Epoch 1615 | loss: 0.0309631 | val_loss: 0.0312502 | Time: 2960.04 ms
[2021-11-11 08:44:51 main:574] : INFO : Epoch 1616 | loss: 0.0309598 | val_loss: 0.0312466 | Time: 2995.62 ms
[2021-11-11 08:44:54 main:574] : INFO : Epoch 1617 | loss: 0.0309585 | val_loss: 0.031251 | Time: 2969.55 ms
[2021-11-11 08:44:57 main:574] : INFO : Epoch 1618 | loss: 0.0309553 | val_loss: 0.0312425 | Time: 2976.13 ms
[2021-11-11 08:45:00 main:574] : INFO : Epoch 1619 | loss: 0.0309557 | val_loss: 0.0312625 | Time: 2960.47 ms
[2021-11-11 08:45:03 main:574] : INFO : Epoch 1620 | loss: 0.030949 | val_loss: 0.0312742 | Time: 2966.44 ms
[2021-11-11 08:45:06 main:574] : INFO : Epoch 1621 | loss: 0.0309661 | val_loss: 0.0312411 | Time: 2990.29 ms
[2021-11-11 08:45:09 main:574] : INFO : Epoch 1622 | loss: 0.0309682 | val_loss: 0.0312479 | Time: 2965.9 ms
[2021-11-11 08:45:12 main:574] : INFO : Epoch 1623 | loss: 0.0309587 | val_loss: 0.0312323 | Time: 2966.18 ms
[2021-11-11 08:45:15 main:574] : INFO : Epoch 1624 | loss: 0.0309635 | val_loss: 0.0312283 | Time: 2971.49 ms
[2021-11-11 08:45:18 main:574] : INFO : Epoch 1625 | loss: 0.0309602 | val_loss: 0.0312221 | Time: 3023.5 ms
[2021-11-11 08:45:21 main:574] : INFO : Epoch 1626 | loss: 0.0309532 | val_loss: 0.0312881 | Time: 2958.19 ms
[2021-11-11 08:45:24 main:574] : INFO : Epoch 1627 | loss: 0.0309479 | val_loss: 0.0312826 | Time: 3001.18 ms
[2021-11-11 08:45:27 main:574] : INFO : Epoch 1628 | loss: 0.0309616 | val_loss: 0.0312324 | Time: 3000.05 ms
[2021-11-11 08:45:30 main:574] : INFO : Epoch 1629 | loss: 0.0309553 | val_loss: 0.0312696 | Time: 3012.73 ms
[2021-11-11 08:45:33 main:574] : INFO : Epoch 1630 | loss: 0.0309466 | val_loss: 0.0312424 | Time: 2982.94 ms
[2021-11-11 08:45:36 main:574] : INFO : Epoch 1631 | loss: 0.0309477 | val_loss: 0.0312566 | Time: 3029.01 ms
[2021-11-11 08:45:39 main:574] : INFO : Epoch 1632 | loss: 0.0309513 | val_loss: 0.0312376 | Time: 3043.63 ms
[2021-11-11 08:45:42 main:574] : INFO : Epoch 1633 | loss: 0.0309454 | val_loss: 0.03126 | Time: 3004.03 ms
[2021-11-11 08:45:45 main:574] : INFO : Epoch 1634 | loss: 0.0309474 | val_loss: 0.0312329 | Time: 2997.93 ms
[2021-11-11 08:45:48 main:574] : INFO : Epoch 1635 | loss: 0.0309549 | val_loss: 0.0312501 | Time: 2981.55 ms
[2021-11-11 08:45:51 main:574] : INFO : Epoch 1636 | loss: 0.0309522 | val_loss: 0.0312706 | Time: 3001.17 ms
[2021-11-11 08:45:54 main:574] : INFO : Epoch 1637 | loss: 0.0309434 | val_loss: 0.0312506 | Time: 3014.69 ms
[2021-11-11 08:45:57 main:574] : INFO : Epoch 1638 | loss: 0.0309441 | val_loss: 0.0312618 | Time: 2995.27 ms
[2021-11-11 08:46:00 main:574] : INFO : Epoch 1639 | loss: 0.0309446 | val_loss: 0.0312406 | Time: 3010.66 ms
[2021-11-11 08:46:03 main:574] : INFO : Epoch 1640 | loss: 0.0309509 | val_loss: 0.031251 | Time: 3003.01 ms
[2021-11-11 08:46:06 main:574] : INFO : Epoch 1641 | loss: 0.0309374 | val_loss: 0.0313021 | Time: 2999.25 ms
[2021-11-11 08:46:09 main:574] : INFO : Epoch 1642 | loss: 0.030936 | val_loss: 0.0312604 | Time: 2993.03 ms
[2021-11-11 08:46:12 main:574] : INFO : Epoch 1643 | loss: 0.030936 | val_loss: 0.0312504 | Time: 2976.41 ms
[2021-11-11 08:46:15 main:574] : INFO : Epoch 1644 | loss: 0.0309523 | val_loss: 0.0312801 | Time: 2992.27 ms
[2021-11-11 08:46:18 main:574] : INFO : Epoch 1645 | loss: 0.0309528 | val_loss: 0.0312179 | Time: 2996.94 ms
[2021-11-11 08:46:21 main:574] : INFO : Epoch 1646 | loss: 0.0309665 | val_loss: 0.0312911 | Time: 3013.97 ms
[2021-11-11 08:46:24 main:574] : INFO : Epoch 1647 | loss: 0.0309661 | val_loss: 0.0312417 | Time: 2999.67 ms
[2021-11-11 08:46:27 main:574] : INFO : Epoch 1648 | loss: 0.0309495 | val_loss: 0.0312843 | Time: 3017.07 ms
[2021-11-11 08:46:30 main:574] : INFO : Epoch 1649 | loss: 0.0309397 | val_loss: 0.0312794 | Time: 2994.4 ms
[2021-11-11 08:46:33 main:574] : INFO : Epoch 1650 | loss: 0.0309548 | val_loss: 0.0312724 | Time: 3003.84 ms
[2021-11-11 08:46:36 main:574] : INFO : Epoch 1651 | loss: 0.0309993 | val_loss: 0.0312008 | Time: 2984.15 ms
[2021-11-11 08:46:39 main:574] : INFO : Epoch 1652 | loss: 0.0309951 | val_loss: 0.0312192 | Time: 2971.69 ms
[2021-11-11 08:46:42 main:574] : INFO : Epoch 1653 | loss: 0.0309641 | val_loss: 0.0312574 | Time: 2997.1 ms
[2021-11-11 08:46:45 main:574] : INFO : Epoch 1654 | loss: 0.0309484 | val_loss: 0.0312754 | Time: 3000.23 ms
[2021-11-11 08:46:48 main:574] : INFO : Epoch 1655 | loss: 0.0309432 | val_loss: 0.0312362 | Time: 2982.2 ms
[2021-11-11 08:46:51 main:574] : INFO : Epoch 1656 | loss: 0.0309636 | val_loss: 0.0312826 | Time: 3007.91 ms
[2021-11-11 08:46:54 main:574] : INFO : Epoch 1657 | loss: 0.0309752 | val_loss: 0.0312652 | Time: 2992.39 ms
[2021-11-11 08:46:57 main:574] : INFO : Epoch 1658 | loss: 0.030961 | val_loss: 0.0312671 | Time: 3016.4 ms
[2021-11-11 08:47:00 main:574] : INFO : Epoch 1659 | loss: 0.0309478 | val_loss: 0.0312485 | Time: 3011.61 ms
[2021-11-11 08:47:03 main:574] : INFO : Epoch 1660 | loss: 0.0309485 | val_loss: 0.0312587 | Time: 2966.86 ms
[2021-11-11 08:47:06 main:574] : INFO : Epoch 1661 | loss: 0.0309388 | val_loss: 0.0312519 | Time: 2984.28 ms
[2021-11-11 08:47:09 main:574] : INFO : Epoch 1662 | loss: 0.0309405 | val_loss: 0.0312521 | Time: 2995.73 ms
[2021-11-11 08:47:12 main:574] : INFO : Epoch 1663 | loss: 0.0309414 | val_loss: 0.0312666 | Time: 3030.46 ms
[2021-11-11 08:47:15 main:574] : INFO : Epoch 1664 | loss: 0.0309538 | val_loss: 0.0312841 | Time: 3036.12 ms
[2021-11-11 08:47:18 main:574] : INFO : Epoch 1665 | loss: 0.0309426 | val_loss: 0.0312575 | Time: 2993.68 ms
[2021-11-11 08:47:21 main:574] : INFO : Epoch 1666 | loss: 0.0309499 | val_loss: 0.0312726 | Time: 2989.62 ms
[2021-11-11 08:47:24 main:574] : INFO : Epoch 1667 | loss: 0.0309556 | val_loss: 0.0312888 | Time: 2972.61 ms
[2021-11-11 08:47:27 main:574] : INFO : Epoch 1668 | loss: 0.030952 | val_loss: 0.031261 | Time: 3019.47 ms
[2021-11-11 08:47:30 main:574] : INFO : Epoch 1669 | loss: 0.0309509 | val_loss: 0.0312648 | Time: 3015.49 ms
[2021-11-11 08:47:33 main:574] : INFO : Epoch 1670 | loss: 0.0309574 | val_loss: 0.0312917 | Time: 3008.34 ms
[2021-11-11 08:47:36 main:574] : INFO : Epoch 1671 | loss: 0.030955 | val_loss: 0.031245 | Time: 2987.16 ms
[2021-11-11 08:47:39 main:574] : INFO : Epoch 1672 | loss: 0.0309486 | val_loss: 0.0312676 | Time: 2993.73 ms
[2021-11-11 08:47:42 main:574] : INFO : Epoch 1673 | loss: 0.0309507 | val_loss: 0.0312389 | Time: 3005.05 ms
[2021-11-11 08:47:45 main:574] : INFO : Epoch 1674 | loss: 0.0309504 | val_loss: 0.0312716 | Time: 2970.47 ms
[2021-11-11 08:47:48 main:574] : INFO : Epoch 1675 | loss: 0.0309478 | val_loss: 0.0312661 | Time: 2960.76 ms
[2021-11-11 08:47:51 main:574] : INFO : Epoch 1676 | loss: 0.0309446 | val_loss: 0.0312601 | Time: 3007.35 ms
[2021-11-11 08:47:54 main:574] : INFO : Epoch 1677 | loss: 0.0309534 | val_loss: 0.0312793 | Time: 3000.39 ms
[2021-11-11 08:47:57 main:574] : INFO : Epoch 1678 | loss: 0.0309505 | val_loss: 0.0312719 | Time: 2987.48 ms
[2021-11-11 08:48:00 main:574] : INFO : Epoch 1679 | loss: 0.0309486 | val_loss: 0.0312334 | Time: 2979.72 ms
[2021-11-11 08:48:03 main:574] : INFO : Epoch 1680 | loss: 0.0309471 | val_loss: 0.03127 | Time: 3009.77 ms
[2021-11-11 08:48:06 main:574] : INFO : Epoch 1681 | loss: 0.0309561 | val_loss: 0.0312535 | Time: 2982.87 ms
[2021-11-11 08:48:09 main:574] : INFO : Epoch 1682 | loss: 0.0309578 | val_loss: 0.0312759 | Time: 3041.04 ms
[2021-11-11 08:48:12 main:574] : INFO : Epoch 1683 | loss: 0.0309628 | val_loss: 0.0312432 | Time: 2989.07 ms
[2021-11-11 08:48:15 main:574] : INFO : Epoch 1684 | loss: 0.0309621 | val_loss: 0.0312805 | Time: 3004.69 ms
[2021-11-11 08:48:18 main:574] : INFO : Epoch 1685 | loss: 0.0309474 | val_loss: 0.0312671 | Time: 2985.99 ms
[2021-11-11 08:48:21 main:574] : INFO : Epoch 1686 | loss: 0.0309471 | val_loss: 0.0312528 | Time: 2992.9 ms
[2021-11-11 08:48:24 main:574] : INFO : Epoch 1687 | loss: 0.0309478 | val_loss: 0.0312719 | Time: 2997.44 ms
[2021-11-11 08:48:27 main:574] : INFO : Epoch 1688 | loss: 0.0309488 | val_loss: 0.0312723 | Time: 2987.96 ms
[2021-11-11 08:48:30 main:574] : INFO : Epoch 1689 | loss: 0.0309491 | val_loss: 0.0312685 | Time: 3003.48 ms
[2021-11-11 08:48:33 main:574] : INFO : Epoch 1690 | loss: 0.0309402 | val_loss: 0.0312564 | Time: 3015.58 ms
[2021-11-11 08:48:36 main:574] : INFO : Epoch 1691 | loss: 0.0309433 | val_loss: 0.0312801 | Time: 3000.71 ms
[2021-11-11 08:48:39 main:574] : INFO : Epoch 1692 | loss: 0.0309463 | val_loss: 0.0312448 | Time: 2991.24 ms
[2021-11-11 08:48:42 main:574] : INFO : Epoch 1693 | loss: 0.0309453 | val_loss: 0.031276 | Time: 2976.55 ms
[2021-11-11 08:48:45 main:574] : INFO : Epoch 1694 | loss: 0.0309431 | val_loss: 0.0312593 | Time: 2972.98 ms
[2021-11-11 08:48:48 main:574] : INFO : Epoch 1695 | loss: 0.0309439 | val_loss: 0.0312363 | Time: 3024.87 ms
[2021-11-11 08:48:51 main:574] : INFO : Epoch 1696 | loss: 0.0309507 | val_loss: 0.0312487 | Time: 2984.38 ms
[2021-11-11 08:48:54 main:574] : INFO : Epoch 1697 | loss: 0.0309437 | val_loss: 0.0312623 | Time: 3005.45 ms
[2021-11-11 08:48:57 main:574] : INFO : Epoch 1698 | loss: 0.0309449 | val_loss: 0.0312468 | Time: 3028.6 ms
[2021-11-11 08:49:00 main:574] : INFO : Epoch 1699 | loss: 0.0309598 | val_loss: 0.031277 | Time: 2992.85 ms
[2021-11-11 08:49:03 main:574] : INFO : Epoch 1700 | loss: 0.030959 | val_loss: 0.0312893 | Time: 2993.72 ms
[2021-11-11 08:49:06 main:574] : INFO : Epoch 1701 | loss: 0.0309556 | val_loss: 0.0312509 | Time: 2989.54 ms
[2021-11-11 08:49:09 main:574] : INFO : Epoch 1702 | loss: 0.0309474 | val_loss: 0.0312653 | Time: 3004.51 ms
[2021-11-11 08:49:12 main:574] : INFO : Epoch 1703 | loss: 0.0309472 | val_loss: 0.0312762 | Time: 3001.44 ms
[2021-11-11 08:49:16 main:574] : INFO : Epoch 1704 | loss: 0.0309494 | val_loss: 0.0312142 | Time: 3011.52 ms
[2021-11-11 08:49:19 main:574] : INFO : Epoch 1705 | loss: 0.0309506 | val_loss: 0.0312697 | Time: 3000.54 ms
[2021-11-11 08:49:22 main:574] : INFO : Epoch 1706 | loss: 0.0309798 | val_loss: 0.0312739 | Time: 2979.51 ms
[2021-11-11 08:49:25 main:574] : INFO : Epoch 1707 | loss: 0.0309644 | val_loss: 0.0312553 | Time: 3007.87 ms
[2021-11-11 08:49:28 main:574] : INFO : Epoch 1708 | loss: 0.0309569 | val_loss: 0.0312379 | Time: 2992.58 ms
[2021-11-11 08:49:31 main:574] : INFO : Epoch 1709 | loss: 0.0309422 | val_loss: 0.0312652 | Time: 2988.59 ms
[2021-11-11 08:49:34 main:574] : INFO : Epoch 1710 | loss: 0.0309455 | val_loss: 0.0312373 | Time: 3013.77 ms
[2021-11-11 08:49:37 main:574] : INFO : Epoch 1711 | loss: 0.0309463 | val_loss: 0.0312827 | Time: 3032.79 ms
[2021-11-11 08:49:40 main:574] : INFO : Epoch 1712 | loss: 0.0309492 | val_loss: 0.0312376 | Time: 3007.23 ms
[2021-11-11 08:49:43 main:574] : INFO : Epoch 1713 | loss: 0.0309692 | val_loss: 0.031241 | Time: 3030.67 ms
[2021-11-11 08:49:46 main:574] : INFO : Epoch 1714 | loss: 0.030957 | val_loss: 0.0312751 | Time: 3017.56 ms
[2021-11-11 08:49:49 main:574] : INFO : Epoch 1715 | loss: 0.0309398 | val_loss: 0.0312397 | Time: 2996.64 ms
[2021-11-11 08:49:52 main:574] : INFO : Epoch 1716 | loss: 0.0309461 | val_loss: 0.0312707 | Time: 2998.46 ms
[2021-11-11 08:49:55 main:574] : INFO : Epoch 1717 | loss: 0.0309449 | val_loss: 0.0312748 | Time: 3007.89 ms
[2021-11-11 08:49:58 main:574] : INFO : Epoch 1718 | loss: 0.0309474 | val_loss: 0.0312422 | Time: 2994.64 ms
[2021-11-11 08:50:01 main:574] : INFO : Epoch 1719 | loss: 0.0309476 | val_loss: 0.0312774 | Time: 3016.27 ms
[2021-11-11 08:50:04 main:574] : INFO : Epoch 1720 | loss: 0.0309466 | val_loss: 0.0312469 | Time: 2968.76 ms
[2021-11-11 08:50:07 main:574] : INFO : Epoch 1721 | loss: 0.0309463 | val_loss: 0.0312528 | Time: 3016.18 ms
[2021-11-11 08:50:10 main:574] : INFO : Epoch 1722 | loss: 0.0309639 | val_loss: 0.0312674 | Time: 3016.48 ms
[2021-11-11 08:50:13 main:574] : INFO : Epoch 1723 | loss: 0.0309484 | val_loss: 0.0312345 | Time: 2997.85 ms
[2021-11-11 08:50:16 main:574] : INFO : Epoch 1724 | loss: 0.0309468 | val_loss: 0.031272 | Time: 3027.69 ms
[2021-11-11 08:50:19 main:574] : INFO : Epoch 1725 | loss: 0.0309482 | val_loss: 0.0312602 | Time: 2975.15 ms
[2021-11-11 08:50:22 main:574] : INFO : Epoch 1726 | loss: 0.0309463 | val_loss: 0.0312543 | Time: 2990.03 ms
[2021-11-11 08:50:25 main:574] : INFO : Epoch 1727 | loss: 0.0309429 | val_loss: 0.0312753 | Time: 3009.72 ms
[2021-11-11 08:50:28 main:574] : INFO : Epoch 1728 | loss: 0.030947 | val_loss: 0.0312257 | Time: 3030.24 ms
[2021-11-11 08:50:31 main:574] : INFO : Epoch 1729 | loss: 0.0309465 | val_loss: 0.0312604 | Time: 3038.41 ms
[2021-11-11 08:50:34 main:574] : INFO : Epoch 1730 | loss: 0.0309386 | val_loss: 0.0312646 | Time: 3022.88 ms
[2021-11-11 08:50:37 main:574] : INFO : Epoch 1731 | loss: 0.030936 | val_loss: 0.0312578 | Time: 2972.57 ms
[2021-11-11 08:50:40 main:574] : INFO : Epoch 1732 | loss: 0.0309333 | val_loss: 0.0312576 | Time: 3005.76 ms
[2021-11-11 08:50:43 main:574] : INFO : Epoch 1733 | loss: 0.0309399 | val_loss: 0.0312475 | Time: 3022.79 ms
[2021-11-11 08:50:46 main:574] : INFO : Epoch 1734 | loss: 0.0309613 | val_loss: 0.0312702 | Time: 3008.16 ms
[2021-11-11 08:50:49 main:574] : INFO : Epoch 1735 | loss: 0.03095 | val_loss: 0.0312394 | Time: 3001.16 ms
[2021-11-11 08:50:52 main:574] : INFO : Epoch 1736 | loss: 0.030955 | val_loss: 0.031236 | Time: 3015.09 ms
[2021-11-11 08:50:55 main:574] : INFO : Epoch 1737 | loss: 0.0309516 | val_loss: 0.0312701 | Time: 3005.67 ms
[2021-11-11 08:50:58 main:574] : INFO : Epoch 1738 | loss: 0.0309366 | val_loss: 0.0312717 | Time: 2987.76 ms
[2021-11-11 08:51:01 main:574] : INFO : Epoch 1739 | loss: 0.0309362 | val_loss: 0.0312647 | Time: 2988.25 ms
[2021-11-11 08:51:04 main:574] : INFO : Epoch 1740 | loss: 0.0309633 | val_loss: 0.0312758 | Time: 3022.63 ms
[2021-11-11 08:51:07 main:574] : INFO : Epoch 1741 | loss: 0.0309486 | val_loss: 0.0312643 | Time: 3027.58 ms
[2021-11-11 08:51:10 main:574] : INFO : Epoch 1742 | loss: 0.0309514 | val_loss: 0.0312822 | Time: 2997.4 ms
[2021-11-11 08:51:13 main:574] : INFO : Epoch 1743 | loss: 0.0309405 | val_loss: 0.0312731 | Time: 2976.45 ms
[2021-11-11 08:51:16 main:574] : INFO : Epoch 1744 | loss: 0.0309397 | val_loss: 0.0312656 | Time: 2991.3 ms
[2021-11-11 08:51:19 main:574] : INFO : Epoch 1745 | loss: 0.0309471 | val_loss: 0.0312645 | Time: 3024.72 ms
[2021-11-11 08:51:22 main:574] : INFO : Epoch 1746 | loss: 0.0309546 | val_loss: 0.0312731 | Time: 2997.83 ms
[2021-11-11 08:51:25 main:574] : INFO : Epoch 1747 | loss: 0.0309413 | val_loss: 0.0312867 | Time: 3005.84 ms
[2021-11-11 08:51:28 main:574] : INFO : Epoch 1748 | loss: 0.0309461 | val_loss: 0.0312522 | Time: 2985.99 ms
[2021-11-11 08:51:31 main:574] : INFO : Epoch 1749 | loss: 0.0309387 | val_loss: 0.0312922 | Time: 2969.06 ms
[2021-11-11 08:51:34 main:574] : INFO : Epoch 1750 | loss: 0.0309367 | val_loss: 0.0312647 | Time: 2976.93 ms
[2021-11-11 08:51:37 main:574] : INFO : Epoch 1751 | loss: 0.0309396 | val_loss: 0.0312595 | Time: 2995.05 ms
[2021-11-11 08:51:40 main:574] : INFO : Epoch 1752 | loss: 0.0309473 | val_loss: 0.0312522 | Time: 2980.35 ms
[2021-11-11 08:51:43 main:574] : INFO : Epoch 1753 | loss: 0.030935 | val_loss: 0.0312594 | Time: 3038.06 ms
[2021-11-11 08:51:46 main:574] : INFO : Epoch 1754 | loss: 0.0309346 | val_loss: 0.0312717 | Time: 3009.55 ms
[2021-11-11 08:51:49 main:574] : INFO : Epoch 1755 | loss: 0.0309394 | val_loss: 0.0312615 | Time: 3027.76 ms
[2021-11-11 08:51:52 main:574] : INFO : Epoch 1756 | loss: 0.0309496 | val_loss: 0.0312379 | Time: 3021.54 ms
[2021-11-11 08:51:55 main:574] : INFO : Epoch 1757 | loss: 0.0309567 | val_loss: 0.0312538 | Time: 3029.02 ms
[2021-11-11 08:51:58 main:574] : INFO : Epoch 1758 | loss: 0.0309492 | val_loss: 0.0312787 | Time: 2985.21 ms
[2021-11-11 08:52:01 main:574] : INFO : Epoch 1759 | loss: 0.0309413 | val_loss: 0.0312824 | Time: 2961.64 ms
[2021-11-11 08:52:04 main:574] : INFO : Epoch 1760 | loss: 0.0309357 | val_loss: 0.0312524 | Time: 2976.93 ms
[2021-11-11 08:52:07 main:574] : INFO : Epoch 1761 | loss: 0.0309423 | val_loss: 0.0312543 | Time: 2995.21 ms
[2021-11-11 08:52:10 main:574] : INFO : Epoch 1762 | loss: 0.030954 | val_loss: 0.0312731 | Time: 3005.71 ms
[2021-11-11 08:52:13 main:574] : INFO : Epoch 1763 | loss: 0.0309508 | val_loss: 0.0312325 | Time: 2997.94 ms
[2021-11-11 08:52:16 main:574] : INFO : Epoch 1764 | loss: 0.0309451 | val_loss: 0.0312563 | Time: 2982.39 ms
[2021-11-11 08:52:19 main:574] : INFO : Epoch 1765 | loss: 0.030945 | val_loss: 0.0312476 | Time: 2982.68 ms
[2021-11-11 08:52:22 main:574] : INFO : Epoch 1766 | loss: 0.0309475 | val_loss: 0.0312583 | Time: 2998.85 ms
[2021-11-11 08:52:25 main:574] : INFO : Epoch 1767 | loss: 0.0309516 | val_loss: 0.0312381 | Time: 3009.07 ms
[2021-11-11 08:52:28 main:574] : INFO : Epoch 1768 | loss: 0.0309495 | val_loss: 0.0312759 | Time: 3000.77 ms
[2021-11-11 08:52:31 main:574] : INFO : Epoch 1769 | loss: 0.0309415 | val_loss: 0.0312775 | Time: 2992.85 ms
[2021-11-11 08:52:35 main:574] : INFO : Epoch 1770 | loss: 0.0309391 | val_loss: 0.0312564 | Time: 3016.54 ms
[2021-11-11 08:52:37 main:574] : INFO : Epoch 1771 | loss: 0.0309502 | val_loss: 0.0312324 | Time: 2979.65 ms
[2021-11-11 08:52:40 main:574] : INFO : Epoch 1772 | loss: 0.0309596 | val_loss: 0.0312539 | Time: 2966.85 ms
[2021-11-11 08:52:43 main:574] : INFO : Epoch 1773 | loss: 0.0309506 | val_loss: 0.0312572 | Time: 2999.95 ms
[2021-11-11 08:52:46 main:574] : INFO : Epoch 1774 | loss: 0.0309397 | val_loss: 0.0312316 | Time: 2994.16 ms
[2021-11-11 08:52:49 main:574] : INFO : Epoch 1775 | loss: 0.030951 | val_loss: 0.0312792 | Time: 2984.15 ms
[2021-11-11 08:52:52 main:574] : INFO : Epoch 1776 | loss: 0.0309431 | val_loss: 0.0312749 | Time: 2990.45 ms
[2021-11-11 08:52:55 main:574] : INFO : Epoch 1777 | loss: 0.0309363 | val_loss: 0.031292 | Time: 2994.99 ms
[2021-11-11 08:52:59 main:574] : INFO : Epoch 1778 | loss: 0.0309456 | val_loss: 0.0312437 | Time: 2999.48 ms
[2021-11-11 08:53:02 main:574] : INFO : Epoch 1779 | loss: 0.0309558 | val_loss: 0.031277 | Time: 3018.02 ms
[2021-11-11 08:53:05 main:574] : INFO : Epoch 1780 | loss: 0.0309511 | val_loss: 0.0312805 | Time: 2960.53 ms
[2021-11-11 08:53:07 main:574] : INFO : Epoch 1781 | loss: 0.0309547 | val_loss: 0.0312445 | Time: 2965.79 ms
[2021-11-11 08:53:11 main:574] : INFO : Epoch 1782 | loss: 0.0309613 | val_loss: 0.0312286 | Time: 3015.86 ms
[2021-11-11 08:53:13 main:574] : INFO : Epoch 1783 | loss: 0.0309625 | val_loss: 0.0312436 | Time: 2984.97 ms
[2021-11-11 08:53:16 main:574] : INFO : Epoch 1784 | loss: 0.0309504 | val_loss: 0.0312671 | Time: 2965.6 ms
[2021-11-11 08:53:19 main:574] : INFO : Epoch 1785 | loss: 0.0309466 | val_loss: 0.0312697 | Time: 2974.07 ms
[2021-11-11 08:53:22 main:574] : INFO : Epoch 1786 | loss: 0.0309504 | val_loss: 0.0312756 | Time: 3001.11 ms
[2021-11-11 08:53:25 main:574] : INFO : Epoch 1787 | loss: 0.0309657 | val_loss: 0.0312438 | Time: 2994.1 ms
[2021-11-11 08:53:28 main:574] : INFO : Epoch 1788 | loss: 0.030954 | val_loss: 0.0312896 | Time: 3002.88 ms
[2021-11-11 08:53:31 main:574] : INFO : Epoch 1789 | loss: 0.030945 | val_loss: 0.0312548 | Time: 2986.64 ms
[2021-11-11 08:53:34 main:574] : INFO : Epoch 1790 | loss: 0.0309383 | val_loss: 0.0312647 | Time: 2994.73 ms
[2021-11-11 08:53:37 main:574] : INFO : Epoch 1791 | loss: 0.0309382 | val_loss: 0.03125 | Time: 2964.54 ms
[2021-11-11 08:53:40 main:574] : INFO : Epoch 1792 | loss: 0.0309556 | val_loss: 0.0312787 | Time: 2956.07 ms
[2021-11-11 08:53:43 main:574] : INFO : Epoch 1793 | loss: 0.0309554 | val_loss: 0.0312418 | Time: 2998.3 ms
[2021-11-11 08:53:46 main:574] : INFO : Epoch 1794 | loss: 0.0309505 | val_loss: 0.0312773 | Time: 3005.19 ms
[2021-11-11 08:53:49 main:574] : INFO : Epoch 1795 | loss: 0.0309429 | val_loss: 0.0312537 | Time: 2985.44 ms
[2021-11-11 08:53:52 main:574] : INFO : Epoch 1796 | loss: 0.0309403 | val_loss: 0.0312578 | Time: 2982.94 ms
[2021-11-11 08:53:55 main:574] : INFO : Epoch 1797 | loss: 0.0309469 | val_loss: 0.0312558 | Time: 3000.91 ms
[2021-11-11 08:53:58 main:574] : INFO : Epoch 1798 | loss: 0.0309519 | val_loss: 0.0312627 | Time: 3042.07 ms
[2021-11-11 08:54:01 main:574] : INFO : Epoch 1799 | loss: 0.0309607 | val_loss: 0.0312415 | Time: 2975.57 ms
[2021-11-11 08:54:04 main:574] : INFO : Epoch 1800 | loss: 0.0309557 | val_loss: 0.0312435 | Time: 2975.86 ms
[2021-11-11 08:54:07 main:574] : INFO : Epoch 1801 | loss: 0.0309535 | val_loss: 0.0312481 | Time: 3004.84 ms
[2021-11-11 08:54:10 main:574] : INFO : Epoch 1802 | loss: 0.0309477 | val_loss: 0.0312439 | Time: 2948.48 ms
[2021-11-11 08:54:13 main:574] : INFO : Epoch 1803 | loss: 0.0309464 | val_loss: 0.0312709 | Time: 2984.65 ms
[2021-11-11 08:54:16 main:574] : INFO : Epoch 1804 | loss: 0.0309536 | val_loss: 0.0312835 | Time: 2956.15 ms
[2021-11-11 08:54:19 main:574] : INFO : Epoch 1805 | loss: 0.0309542 | val_loss: 0.0312257 | Time: 2991.88 ms
[2021-11-11 08:54:22 main:574] : INFO : Epoch 1806 | loss: 0.0309542 | val_loss: 0.0312894 | Time: 2997.05 ms
[2021-11-11 08:54:25 main:574] : INFO : Epoch 1807 | loss: 0.0309479 | val_loss: 0.0312493 | Time: 2973.91 ms
[2021-11-11 08:54:28 main:574] : INFO : Epoch 1808 | loss: 0.0309406 | val_loss: 0.0312704 | Time: 2996 ms
[2021-11-11 08:54:31 main:574] : INFO : Epoch 1809 | loss: 0.030942 | val_loss: 0.0312702 | Time: 3013.06 ms
[2021-11-11 08:54:34 main:574] : INFO : Epoch 1810 | loss: 0.0309517 | val_loss: 0.0312443 | Time: 2991.97 ms
[2021-11-11 08:54:37 main:574] : INFO : Epoch 1811 | loss: 0.0309605 | val_loss: 0.0312665 | Time: 2984.91 ms
[2021-11-11 08:54:40 main:574] : INFO : Epoch 1812 | loss: 0.0309577 | val_loss: 0.031249 | Time: 3011 ms
[2021-11-11 08:54:43 main:574] : INFO : Epoch 1813 | loss: 0.0309392 | val_loss: 0.0312636 | Time: 2964.67 ms
[2021-11-11 08:54:46 main:574] : INFO : Epoch 1814 | loss: 0.03094 | val_loss: 0.0312421 | Time: 3003.17 ms
[2021-11-11 08:54:49 main:574] : INFO : Epoch 1815 | loss: 0.0309498 | val_loss: 0.0312711 | Time: 2986.99 ms
[2021-11-11 08:54:52 main:574] : INFO : Epoch 1816 | loss: 0.030942 | val_loss: 0.0312566 | Time: 2983.8 ms
[2021-11-11 08:54:55 main:574] : INFO : Epoch 1817 | loss: 0.030955 | val_loss: 0.0312743 | Time: 2991.94 ms
[2021-11-11 08:54:58 main:574] : INFO : Epoch 1818 | loss: 0.0309531 | val_loss: 0.0312458 | Time: 2989.59 ms
[2021-11-11 08:55:01 main:574] : INFO : Epoch 1819 | loss: 0.030954 | val_loss: 0.0312694 | Time: 2999.78 ms
[2021-11-11 08:55:04 main:574] : INFO : Epoch 1820 | loss: 0.0309532 | val_loss: 0.0312757 | Time: 2992.1 ms
[2021-11-11 08:55:07 main:574] : INFO : Epoch 1821 | loss: 0.0309472 | val_loss: 0.0312681 | Time: 3027.78 ms
[2021-11-11 08:55:10 main:574] : INFO : Epoch 1822 | loss: 0.0309388 | val_loss: 0.0312513 | Time: 2985.08 ms
[2021-11-11 08:55:13 main:574] : INFO : Epoch 1823 | loss: 0.0309463 | val_loss: 0.0312645 | Time: 2993.76 ms
[2021-11-11 08:55:16 main:574] : INFO : Epoch 1824 | loss: 0.0309381 | val_loss: 0.0312767 | Time: 2984.2 ms
[2021-11-11 08:55:19 main:574] : INFO : Epoch 1825 | loss: 0.0309386 | val_loss: 0.0312882 | Time: 2998.24 ms
[2021-11-11 08:55:22 main:574] : INFO : Epoch 1826 | loss: 0.0309384 | val_loss: 0.0312997 | Time: 3000.35 ms
[2021-11-11 08:55:25 main:574] : INFO : Epoch 1827 | loss: 0.0309378 | val_loss: 0.031253 | Time: 2989.76 ms
[2021-11-11 08:55:28 main:574] : INFO : Epoch 1828 | loss: 0.0309442 | val_loss: 0.0312425 | Time: 2993.38 ms
[2021-11-11 08:55:31 main:574] : INFO : Epoch 1829 | loss: 0.0309509 | val_loss: 0.0312576 | Time: 2958.11 ms
[2021-11-11 08:55:34 main:574] : INFO : Epoch 1830 | loss: 0.030942 | val_loss: 0.0312585 | Time: 3011 ms
[2021-11-11 08:55:37 main:574] : INFO : Epoch 1831 | loss: 0.0309436 | val_loss: 0.0312422 | Time: 2996.63 ms
[2021-11-11 08:55:41 main:574] : INFO : Epoch 1832 | loss: 0.0309342 | val_loss: 0.0312599 | Time: 2990.07 ms
[2021-11-11 08:55:44 main:574] : INFO : Epoch 1833 | loss: 0.0309377 | val_loss: 0.031289 | Time: 2995.31 ms
[2021-11-11 08:55:47 main:574] : INFO : Epoch 1834 | loss: 0.0309387 | val_loss: 0.0312629 | Time: 3006.63 ms
[2021-11-11 08:55:50 main:574] : INFO : Epoch 1835 | loss: 0.0309474 | val_loss: 0.0312469 | Time: 2998.88 ms
[2021-11-11 08:55:53 main:574] : INFO : Epoch 1836 | loss: 0.0309586 | val_loss: 0.0312373 | Time: 3000.87 ms
[2021-11-11 08:55:56 main:574] : INFO : Epoch 1837 | loss: 0.03095 | val_loss: 0.0312545 | Time: 2994.5 ms
[2021-11-11 08:55:59 main:574] : INFO : Epoch 1838 | loss: 0.0309383 | val_loss: 0.0312739 | Time: 2985.85 ms
[2021-11-11 08:56:02 main:574] : INFO : Epoch 1839 | loss: 0.0309366 | val_loss: 0.0312474 | Time: 2974.57 ms
[2021-11-11 08:56:05 main:574] : INFO : Epoch 1840 | loss: 0.0309423 | val_loss: 0.0312723 | Time: 2985.54 ms
[2021-11-11 08:56:08 main:574] : INFO : Epoch 1841 | loss: 0.0309477 | val_loss: 0.0312713 | Time: 2979.32 ms
[2021-11-11 08:56:11 main:574] : INFO : Epoch 1842 | loss: 0.0309507 | val_loss: 0.0312561 | Time: 3017.66 ms
[2021-11-11 08:56:14 main:574] : INFO : Epoch 1843 | loss: 0.0309472 | val_loss: 0.0312661 | Time: 3011.35 ms
[2021-11-11 08:56:17 main:574] : INFO : Epoch 1844 | loss: 0.0309528 | val_loss: 0.0312856 | Time: 2965.76 ms
[2021-11-11 08:56:20 main:574] : INFO : Epoch 1845 | loss: 0.0309437 | val_loss: 0.03125 | Time: 2988 ms
[2021-11-11 08:56:23 main:574] : INFO : Epoch 1846 | loss: 0.0309456 | val_loss: 0.0312537 | Time: 2983.03 ms
[2021-11-11 08:56:26 main:574] : INFO : Epoch 1847 | loss: 0.0309432 | val_loss: 0.0312637 | Time: 3011.69 ms
[2021-11-11 08:56:29 main:574] : INFO : Epoch 1848 | loss: 0.0309433 | val_loss: 0.0312733 | Time: 3010.95 ms
[2021-11-11 08:56:32 main:574] : INFO : Epoch 1849 | loss: 0.0309433 | val_loss: 0.031258 | Time: 2994.07 ms
[2021-11-11 08:56:35 main:574] : INFO : Epoch 1850 | loss: 0.0309561 | val_loss: 0.0312681 | Time: 2978.29 ms
[2021-11-11 08:56:38 main:574] : INFO : Epoch 1851 | loss: 0.0309371 | val_loss: 0.0312809 | Time: 2988.57 ms
[2021-11-11 08:56:41 main:574] : INFO : Epoch 1852 | loss: 0.0309352 | val_loss: 0.0312615 | Time: 2993.14 ms
[2021-11-11 08:56:44 main:574] : INFO : Epoch 1853 | loss: 0.0309451 | val_loss: 0.0312747 | Time: 2959.03 ms
[2021-11-11 08:56:47 main:574] : INFO : Epoch 1854 | loss: 0.0309465 | val_loss: 0.0312609 | Time: 3019.99 ms
[2021-11-11 08:56:50 main:574] : INFO : Epoch 1855 | loss: 0.0309399 | val_loss: 0.0312591 | Time: 2972.21 ms
[2021-11-11 08:56:53 main:574] : INFO : Epoch 1856 | loss: 0.0309548 | val_loss: 0.0312277 | Time: 2980.03 ms
[2021-11-11 08:56:56 main:574] : INFO : Epoch 1857 | loss: 0.0309614 | val_loss: 0.0312292 | Time: 2982.12 ms
[2021-11-11 08:56:59 main:574] : INFO : Epoch 1858 | loss: 0.0309549 | val_loss: 0.0312396 | Time: 2945.39 ms
[2021-11-11 08:57:02 main:574] : INFO : Epoch 1859 | loss: 0.0309528 | val_loss: 0.0312476 | Time: 2996.19 ms
[2021-11-11 08:57:05 main:574] : INFO : Epoch 1860 | loss: 0.030947 | val_loss: 0.031292 | Time: 3002.09 ms
[2021-11-11 08:57:08 main:574] : INFO : Epoch 1861 | loss: 0.0309354 | val_loss: 0.03129 | Time: 2998.19 ms
[2021-11-11 08:57:11 main:574] : INFO : Epoch 1862 | loss: 0.0309352 | val_loss: 0.0312582 | Time: 2996.48 ms
[2021-11-11 08:57:14 main:574] : INFO : Epoch 1863 | loss: 0.0309365 | val_loss: 0.03128 | Time: 2986.44 ms
[2021-11-11 08:57:17 main:574] : INFO : Epoch 1864 | loss: 0.030945 | val_loss: 0.0312551 | Time: 2999.27 ms
[2021-11-11 08:57:20 main:574] : INFO : Epoch 1865 | loss: 0.0309448 | val_loss: 0.0312606 | Time: 2962.53 ms
[2021-11-11 08:57:23 main:574] : INFO : Epoch 1866 | loss: 0.0309439 | val_loss: 0.0312499 | Time: 2999.82 ms
[2021-11-11 08:57:26 main:574] : INFO : Epoch 1867 | loss: 0.0309421 | val_loss: 0.0312337 | Time: 2972.15 ms
[2021-11-11 08:57:29 main:574] : INFO : Epoch 1868 | loss: 0.0309597 | val_loss: 0.0312515 | Time: 2998.27 ms
[2021-11-11 08:57:32 main:574] : INFO : Epoch 1869 | loss: 0.030956 | val_loss: 0.0312318 | Time: 2981.33 ms
[2021-11-11 08:57:35 main:574] : INFO : Epoch 1870 | loss: 0.0309455 | val_loss: 0.0312662 | Time: 3031.57 ms
[2021-11-11 08:57:38 main:574] : INFO : Epoch 1871 | loss: 0.0309365 | val_loss: 0.0312704 | Time: 2979.93 ms
[2021-11-11 08:57:41 main:574] : INFO : Epoch 1872 | loss: 0.030941 | val_loss: 0.0312639 | Time: 3047.5 ms
[2021-11-11 08:57:44 main:574] : INFO : Epoch 1873 | loss: 0.0309474 | val_loss: 0.0312611 | Time: 2930.45 ms
[2021-11-11 08:57:47 main:574] : INFO : Epoch 1874 | loss: 0.0309426 | val_loss: 0.0312576 | Time: 2946.82 ms
[2021-11-11 08:57:49 main:574] : INFO : Epoch 1875 | loss: 0.0309488 | val_loss: 0.0312507 | Time: 2924.24 ms
[2021-11-11 08:57:52 main:574] : INFO : Epoch 1876 | loss: 0.0309459 | val_loss: 0.0312326 | Time: 2930.19 ms
[2021-11-11 08:57:55 main:574] : INFO : Epoch 1877 | loss: 0.0309729 | val_loss: 0.0312528 | Time: 2942.83 ms
[2021-11-11 08:57:58 main:574] : INFO : Epoch 1878 | loss: 0.0309572 | val_loss: 0.0312346 | Time: 2949.55 ms
[2021-11-11 08:58:01 main:574] : INFO : Epoch 1879 | loss: 0.030944 | val_loss: 0.0312727 | Time: 2919.78 ms
[2021-11-11 08:58:04 main:574] : INFO : Epoch 1880 | loss: 0.0309381 | val_loss: 0.031261 | Time: 2901.97 ms
[2021-11-11 08:58:07 main:574] : INFO : Epoch 1881 | loss: 0.0309371 | val_loss: 0.0312539 | Time: 2940.24 ms
[2021-11-11 08:58:10 main:574] : INFO : Epoch 1882 | loss: 0.0309376 | val_loss: 0.0312624 | Time: 2925.85 ms
[2021-11-11 08:58:13 main:574] : INFO : Epoch 1883 | loss: 0.0309371 | val_loss: 0.0312609 | Time: 2925.58 ms
[2021-11-11 08:58:16 main:574] : INFO : Epoch 1884 | loss: 0.0309523 | val_loss: 0.031269 | Time: 2920.16 ms
[2021-11-11 08:58:19 main:574] : INFO : Epoch 1885 | loss: 0.0309593 | val_loss: 0.0312529 | Time: 2932.3 ms
[2021-11-11 08:58:22 main:574] : INFO : Epoch 1886 | loss: 0.0309496 | val_loss: 0.031254 | Time: 2932.91 ms
[2021-11-11 08:58:25 main:574] : INFO : Epoch 1887 | loss: 0.030949 | val_loss: 0.0312416 | Time: 2921.51 ms
[2021-11-11 08:58:28 main:574] : INFO : Epoch 1888 | loss: 0.0309549 | val_loss: 0.0312526 | Time: 2921.18 ms
[2021-11-11 08:58:31 main:574] : INFO : Epoch 1889 | loss: 0.0309477 | val_loss: 0.0312591 | Time: 2935.53 ms
[2021-11-11 08:58:34 main:574] : INFO : Epoch 1890 | loss: 0.0309506 | val_loss: 0.0312158 | Time: 2944.37 ms
[2021-11-11 08:58:36 main:574] : INFO : Epoch 1891 | loss: 0.0309423 | val_loss: 0.0312716 | Time: 2906.31 ms
[2021-11-11 08:58:40 main:574] : INFO : Epoch 1892 | loss: 0.0309489 | val_loss: 0.0312562 | Time: 2924.11 ms
[2021-11-11 08:58:42 main:574] : INFO : Epoch 1893 | loss: 0.0309458 | val_loss: 0.0312465 | Time: 2909.13 ms
[2021-11-11 08:58:45 main:574] : INFO : Epoch 1894 | loss: 0.0309499 | val_loss: 0.0312532 | Time: 2917.39 ms
[2021-11-11 08:58:48 main:574] : INFO : Epoch 1895 | loss: 0.0309535 | val_loss: 0.0312402 | Time: 2911.37 ms
[2021-11-11 08:58:51 main:574] : INFO : Epoch 1896 | loss: 0.0309581 | val_loss: 0.0312571 | Time: 2939.32 ms
[2021-11-11 08:58:54 main:574] : INFO : Epoch 1897 | loss: 0.0309451 | val_loss: 0.031265 | Time: 2913.69 ms
[2021-11-11 08:58:57 main:574] : INFO : Epoch 1898 | loss: 0.0309337 | val_loss: 0.0312518 | Time: 2933.21 ms
[2021-11-11 08:59:00 main:574] : INFO : Epoch 1899 | loss: 0.030944 | val_loss: 0.0312534 | Time: 2908.8 ms
[2021-11-11 08:59:03 main:574] : INFO : Epoch 1900 | loss: 0.0309536 | val_loss: 0.0313022 | Time: 2926.41 ms
[2021-11-11 08:59:06 main:574] : INFO : Epoch 1901 | loss: 0.0309436 | val_loss: 0.0312645 | Time: 2918.59 ms
[2021-11-11 08:59:09 main:574] : INFO : Epoch 1902 | loss: 0.0309447 | val_loss: 0.0312506 | Time: 2911.93 ms
[2021-11-11 08:59:12 main:574] : INFO : Epoch 1903 | loss: 0.0309527 | val_loss: 0.0312598 | Time: 2925.68 ms
[2021-11-11 08:59:15 main:574] : INFO : Epoch 1904 | loss: 0.0309568 | val_loss: 0.0312644 | Time: 2933.32 ms
[2021-11-11 08:59:18 main:574] : INFO : Epoch 1905 | loss: 0.0309462 | val_loss: 0.0312456 | Time: 2932.87 ms
[2021-11-11 08:59:21 main:574] : INFO : Epoch 1906 | loss: 0.0309507 | val_loss: 0.0312522 | Time: 2936.59 ms
[2021-11-11 08:59:24 main:574] : INFO : Epoch 1907 | loss: 0.0309534 | val_loss: 0.0312725 | Time: 2914.59 ms
[2021-11-11 08:59:26 main:574] : INFO : Epoch 1908 | loss: 0.0309398 | val_loss: 0.0312519 | Time: 2947.78 ms
[2021-11-11 08:59:29 main:574] : INFO : Epoch 1909 | loss: 0.0309419 | val_loss: 0.0312808 | Time: 2952.26 ms
[2021-11-11 08:59:32 main:574] : INFO : Epoch 1910 | loss: 0.0309402 | val_loss: 0.0312827 | Time: 2931.48 ms
[2021-11-11 08:59:35 main:574] : INFO : Epoch 1911 | loss: 0.0309457 | val_loss: 0.0312259 | Time: 2937.95 ms
[2021-11-11 08:59:38 main:574] : INFO : Epoch 1912 | loss: 0.0309474 | val_loss: 0.0312595 | Time: 2946.5 ms
[2021-11-11 08:59:41 main:574] : INFO : Epoch 1913 | loss: 0.030959 | val_loss: 0.0312466 | Time: 3010.17 ms
[2021-11-11 08:59:44 main:574] : INFO : Epoch 1914 | loss: 0.030951 | val_loss: 0.0312344 | Time: 3013.18 ms
[2021-11-11 08:59:47 main:574] : INFO : Epoch 1915 | loss: 0.0309415 | val_loss: 0.0312622 | Time: 3004.64 ms
[2021-11-11 08:59:50 main:574] : INFO : Epoch 1916 | loss: 0.0309518 | val_loss: 0.0312292 | Time: 3024.2 ms
[2021-11-11 08:59:53 main:574] : INFO : Epoch 1917 | loss: 0.0309802 | val_loss: 0.0312235 | Time: 3008.94 ms
[2021-11-11 08:59:56 main:574] : INFO : Epoch 1918 | loss: 0.0309673 | val_loss: 0.0312663 | Time: 3040.05 ms
[2021-11-11 08:59:59 main:574] : INFO : Epoch 1919 | loss: 0.030947 | val_loss: 0.0312663 | Time: 2996.72 ms
[2021-11-11 09:00:02 main:574] : INFO : Epoch 1920 | loss: 0.0309367 | val_loss: 0.0312731 | Time: 2972.48 ms
[2021-11-11 09:00:05 main:574] : INFO : Epoch 1921 | loss: 0.0309394 | val_loss: 0.0312273 | Time: 2999.49 ms
[2021-11-11 09:00:08 main:574] : INFO : Epoch 1922 | loss: 0.0309397 | val_loss: 0.0313046 | Time: 2996.62 ms
[2021-11-11 09:00:11 main:574] : INFO : Epoch 1923 | loss: 0.0309372 | val_loss: 0.0312448 | Time: 3015.15 ms
[2021-11-11 09:00:14 main:574] : INFO : Epoch 1924 | loss: 0.030935 | val_loss: 0.0312848 | Time: 3028.35 ms
[2021-11-11 09:00:17 main:574] : INFO : Epoch 1925 | loss: 0.0309425 | val_loss: 0.031273 | Time: 2985.42 ms
[2021-11-11 09:00:21 main:574] : INFO : Epoch 1926 | loss: 0.030961 | val_loss: 0.0312442 | Time: 3016.48 ms
[2021-11-11 09:00:24 main:574] : INFO : Epoch 1927 | loss: 0.0309563 | val_loss: 0.0312437 | Time: 2986.62 ms
[2021-11-11 09:00:27 main:574] : INFO : Epoch 1928 | loss: 0.0309466 | val_loss: 0.031274 | Time: 2987.34 ms
[2021-11-11 09:00:30 main:574] : INFO : Epoch 1929 | loss: 0.0309585 | val_loss: 0.0312364 | Time: 2995.46 ms
[2021-11-11 09:00:33 main:574] : INFO : Epoch 1930 | loss: 0.0309563 | val_loss: 0.0312341 | Time: 2985.14 ms
[2021-11-11 09:00:36 main:574] : INFO : Epoch 1931 | loss: 0.0309395 | val_loss: 0.0312615 | Time: 3029.42 ms
[2021-11-11 09:00:39 main:574] : INFO : Epoch 1932 | loss: 0.030935 | val_loss: 0.0312808 | Time: 2985.06 ms
[2021-11-11 09:00:42 main:574] : INFO : Epoch 1933 | loss: 0.0309364 | val_loss: 0.0312819 | Time: 3018.41 ms
[2021-11-11 09:00:45 main:574] : INFO : Epoch 1934 | loss: 0.0309414 | val_loss: 0.0312566 | Time: 3021.54 ms
[2021-11-11 09:00:48 main:574] : INFO : Epoch 1935 | loss: 0.0309428 | val_loss: 0.0312492 | Time: 3025.03 ms
[2021-11-11 09:00:51 main:574] : INFO : Epoch 1936 | loss: 0.0309643 | val_loss: 0.0312836 | Time: 2996.74 ms
[2021-11-11 09:00:54 main:574] : INFO : Epoch 1937 | loss: 0.0309514 | val_loss: 0.0312345 | Time: 3017.88 ms
[2021-11-11 09:00:57 main:574] : INFO : Epoch 1938 | loss: 0.0309537 | val_loss: 0.0312686 | Time: 3046.31 ms
[2021-11-11 09:01:00 main:574] : INFO : Epoch 1939 | loss: 0.0309553 | val_loss: 0.0312609 | Time: 2996.68 ms
[2021-11-11 09:01:03 main:574] : INFO : Epoch 1940 | loss: 0.0309497 | val_loss: 0.0312621 | Time: 3026.5 ms
[2021-11-11 09:01:06 main:574] : INFO : Epoch 1941 | loss: 0.030949 | val_loss: 0.031254 | Time: 3020.87 ms
[2021-11-11 09:01:09 main:574] : INFO : Epoch 1942 | loss: 0.03094 | val_loss: 0.0312586 | Time: 2994.5 ms
[2021-11-11 09:01:12 main:574] : INFO : Epoch 1943 | loss: 0.0309412 | val_loss: 0.0312669 | Time: 3023.46 ms
[2021-11-11 09:01:15 main:574] : INFO : Epoch 1944 | loss: 0.0309502 | val_loss: 0.031243 | Time: 3009.5 ms
[2021-11-11 09:01:18 main:574] : INFO : Epoch 1945 | loss: 0.0309535 | val_loss: 0.0312797 | Time: 3013.02 ms
[2021-11-11 09:01:21 main:574] : INFO : Epoch 1946 | loss: 0.0309525 | val_loss: 0.0312654 | Time: 2999.52 ms
[2021-11-11 09:01:24 main:574] : INFO : Epoch 1947 | loss: 0.0309395 | val_loss: 0.0312674 | Time: 3000.98 ms
[2021-11-11 09:01:27 main:574] : INFO : Epoch 1948 | loss: 0.0309362 | val_loss: 0.0312808 | Time: 3006.57 ms
[2021-11-11 09:01:30 main:574] : INFO : Epoch 1949 | loss: 0.030938 | val_loss: 0.0312454 | Time: 3019.07 ms
[2021-11-11 09:01:33 main:574] : INFO : Epoch 1950 | loss: 0.0309373 | val_loss: 0.031289 | Time: 3008.66 ms
[2021-11-11 09:01:36 main:574] : INFO : Epoch 1951 | loss: 0.0309399 | val_loss: 0.0312558 | Time: 3001.57 ms
[2021-11-11 09:01:39 main:574] : INFO : Epoch 1952 | loss: 0.0309405 | val_loss: 0.031258 | Time: 2986.45 ms
[2021-11-11 09:01:42 main:574] : INFO : Epoch 1953 | loss: 0.0309415 | val_loss: 0.0312787 | Time: 2952.14 ms
[2021-11-11 09:01:45 main:574] : INFO : Epoch 1954 | loss: 0.0309423 | val_loss: 0.0312652 | Time: 3011.33 ms
[2021-11-11 09:01:48 main:574] : INFO : Epoch 1955 | loss: 0.0309469 | val_loss: 0.0312732 | Time: 3008.68 ms
[2021-11-11 09:01:51 main:574] : INFO : Epoch 1956 | loss: 0.0309485 | val_loss: 0.0312495 | Time: 2984.12 ms
[2021-11-11 09:01:54 main:574] : INFO : Epoch 1957 | loss: 0.0309427 | val_loss: 0.031299 | Time: 3014.77 ms
[2021-11-11 09:01:57 main:574] : INFO : Epoch 1958 | loss: 0.0309369 | val_loss: 0.0312494 | Time: 2988.22 ms
[2021-11-11 09:02:00 main:574] : INFO : Epoch 1959 | loss: 0.0309376 | val_loss: 0.0312694 | Time: 3016.77 ms
[2021-11-11 09:02:03 main:574] : INFO : Epoch 1960 | loss: 0.0309406 | val_loss: 0.0312672 | Time: 3037.74 ms
[2021-11-11 09:02:06 main:574] : INFO : Epoch 1961 | loss: 0.0309498 | val_loss: 0.0312458 | Time: 2993.67 ms
[2021-11-11 09:02:09 main:574] : INFO : Epoch 1962 | loss: 0.0309528 | val_loss: 0.0312705 | Time: 3008.42 ms
[2021-11-11 09:02:12 main:574] : INFO : Epoch 1963 | loss: 0.0309644 | val_loss: 0.0312278 | Time: 3013.34 ms
[2021-11-11 09:02:15 main:574] : INFO : Epoch 1964 | loss: 0.0309674 | val_loss: 0.031239 | Time: 3021.35 ms
[2021-11-11 09:02:18 main:574] : INFO : Epoch 1965 | loss: 0.0309505 | val_loss: 0.0312727 | Time: 3009.78 ms
[2021-11-11 09:02:21 main:574] : INFO : Epoch 1966 | loss: 0.0309535 | val_loss: 0.0312743 | Time: 3010.13 ms
[2021-11-11 09:02:24 main:574] : INFO : Epoch 1967 | loss: 0.030948 | val_loss: 0.0312599 | Time: 2959.21 ms
[2021-11-11 09:02:27 main:574] : INFO : Epoch 1968 | loss: 0.0309352 | val_loss: 0.031273 | Time: 2998.39 ms
[2021-11-11 09:02:30 main:574] : INFO : Epoch 1969 | loss: 0.0309397 | val_loss: 0.0312749 | Time: 3018.6 ms
[2021-11-11 09:02:33 main:574] : INFO : Epoch 1970 | loss: 0.0309342 | val_loss: 0.0312703 | Time: 3012.75 ms
[2021-11-11 09:02:36 main:574] : INFO : Epoch 1971 | loss: 0.0309364 | val_loss: 0.0312624 | Time: 3039.93 ms
[2021-11-11 09:02:39 main:574] : INFO : Epoch 1972 | loss: 0.030942 | val_loss: 0.0312782 | Time: 3010.23 ms
[2021-11-11 09:02:42 main:574] : INFO : Epoch 1973 | loss: 0.0309454 | val_loss: 0.0312709 | Time: 3016.59 ms
[2021-11-11 09:02:45 main:574] : INFO : Epoch 1974 | loss: 0.0309413 | val_loss: 0.0312885 | Time: 3014.95 ms
[2021-11-11 09:02:49 main:574] : INFO : Epoch 1975 | loss: 0.0309405 | val_loss: 0.0312576 | Time: 3000.06 ms
[2021-11-11 09:02:52 main:574] : INFO : Epoch 1976 | loss: 0.0309361 | val_loss: 0.0312896 | Time: 3020.14 ms
[2021-11-11 09:02:55 main:574] : INFO : Epoch 1977 | loss: 0.0309466 | val_loss: 0.0312442 | Time: 3022.51 ms
[2021-11-11 09:02:58 main:574] : INFO : Epoch 1978 | loss: 0.0309394 | val_loss: 0.0312936 | Time: 3026.2 ms
[2021-11-11 09:03:01 main:574] : INFO : Epoch 1979 | loss: 0.0309424 | val_loss: 0.0312319 | Time: 2998.36 ms
[2021-11-11 09:03:04 main:574] : INFO : Epoch 1980 | loss: 0.0309568 | val_loss: 0.0312669 | Time: 2979.98 ms
[2021-11-11 09:03:07 main:574] : INFO : Epoch 1981 | loss: 0.03097 | val_loss: 0.0312621 | Time: 3009.31 ms
[2021-11-11 09:03:10 main:574] : INFO : Epoch 1982 | loss: 0.0309565 | val_loss: 0.0312587 | Time: 3016.91 ms
[2021-11-11 09:03:13 main:574] : INFO : Epoch 1983 | loss: 0.0309394 | val_loss: 0.0312976 | Time: 2974.77 ms
[2021-11-11 09:03:16 main:574] : INFO : Epoch 1984 | loss: 0.0309441 | val_loss: 0.0312476 | Time: 3013.89 ms
[2021-11-11 09:03:19 main:574] : INFO : Epoch 1985 | loss: 0.0309468 | val_loss: 0.031258 | Time: 2979.55 ms
[2021-11-11 09:03:22 main:574] : INFO : Epoch 1986 | loss: 0.0309462 | val_loss: 0.031242 | Time: 3011.51 ms
[2021-11-11 09:03:25 main:574] : INFO : Epoch 1987 | loss: 0.0309526 | val_loss: 0.0312733 | Time: 2921.44 ms
[2021-11-11 09:03:28 main:574] : INFO : Epoch 1988 | loss: 0.0309444 | val_loss: 0.0312408 | Time: 2931.16 ms
[2021-11-11 09:03:30 main:574] : INFO : Epoch 1989 | loss: 0.0309388 | val_loss: 0.0312631 | Time: 2914.78 ms
[2021-11-11 09:03:33 main:574] : INFO : Epoch 1990 | loss: 0.030947 | val_loss: 0.0312498 | Time: 2932.76 ms
[2021-11-11 09:03:36 main:574] : INFO : Epoch 1991 | loss: 0.0309568 | val_loss: 0.0312801 | Time: 2922.53 ms
[2021-11-11 09:03:39 main:574] : INFO : Epoch 1992 | loss: 0.0309496 | val_loss: 0.0312627 | Time: 2887.11 ms
[2021-11-11 09:03:42 main:574] : INFO : Epoch 1993 | loss: 0.0309384 | val_loss: 0.0312862 | Time: 2939.98 ms
[2021-11-11 09:03:45 main:574] : INFO : Epoch 1994 | loss: 0.0309407 | val_loss: 0.031255 | Time: 2921.97 ms
[2021-11-11 09:03:48 main:574] : INFO : Epoch 1995 | loss: 0.0309464 | val_loss: 0.0312543 | Time: 2934.12 ms
[2021-11-11 09:03:51 main:574] : INFO : Epoch 1996 | loss: 0.0309449 | val_loss: 0.0312617 | Time: 2907.84 ms
[2021-11-11 09:03:54 main:574] : INFO : Epoch 1997 | loss: 0.0309581 | val_loss: 0.0312702 | Time: 2940.69 ms
[2021-11-11 09:03:57 main:574] : INFO : Epoch 1998 | loss: 0.0309415 | val_loss: 0.0312896 | Time: 2923.16 ms
[2021-11-11 09:04:00 main:574] : INFO : Epoch 1999 | loss: 0.0309353 | val_loss: 0.0312699 | Time: 2924.29 ms
[2021-11-11 09:04:03 main:574] : INFO : Epoch 2000 | loss: 0.0309399 | val_loss: 0.0312516 | Time: 2930.56 ms
[2021-11-11 09:04:06 main:574] : INFO : Epoch 2001 | loss: 0.0309538 | val_loss: 0.0312539 | Time: 2935.8 ms
[2021-11-11 09:04:09 main:574] : INFO : Epoch 2002 | loss: 0.0309511 | val_loss: 0.0312526 | Time: 2899.28 ms
[2021-11-11 09:04:12 main:574] : INFO : Epoch 2003 | loss: 0.0309563 | val_loss: 0.0312568 | Time: 2965.59 ms
[2021-11-11 09:04:15 main:574] : INFO : Epoch 2004 | loss: 0.0309547 | val_loss: 0.031298 | Time: 2934.12 ms
[2021-11-11 09:04:17 main:574] : INFO : Epoch 2005 | loss: 0.0309494 | val_loss: 0.0312828 | Time: 2925.61 ms
[2021-11-11 09:04:20 main:574] : INFO : Epoch 2006 | loss: 0.0309515 | val_loss: 0.0312498 | Time: 2946.9 ms
[2021-11-11 09:04:23 main:574] : INFO : Epoch 2007 | loss: 0.0309483 | val_loss: 0.0312717 | Time: 2941.2 ms
[2021-11-11 09:04:26 main:574] : INFO : Epoch 2008 | loss: 0.0309446 | val_loss: 0.031281 | Time: 2928.9 ms
[2021-11-11 09:04:29 main:574] : INFO : Epoch 2009 | loss: 0.0309611 | val_loss: 0.0312806 | Time: 2923.27 ms
[2021-11-11 09:04:32 main:574] : INFO : Epoch 2010 | loss: 0.0309439 | val_loss: 0.0312612 | Time: 2932.63 ms
[2021-11-11 09:04:35 main:574] : INFO : Epoch 2011 | loss: 0.0309355 | val_loss: 0.0312928 | Time: 2960.84 ms
[2021-11-11 09:04:38 main:574] : INFO : Epoch 2012 | loss: 0.0309477 | val_loss: 0.0312453 | Time: 2942.95 ms
[2021-11-11 09:04:41 main:574] : INFO : Epoch 2013 | loss: 0.0309514 | val_loss: 0.0313013 | Time: 2938.78 ms
[2021-11-11 09:04:44 main:574] : INFO : Epoch 2014 | loss: 0.0309496 | val_loss: 0.0312638 | Time: 2940.25 ms
[2021-11-11 09:04:47 main:574] : INFO : Epoch 2015 | loss: 0.0309474 | val_loss: 0.0312649 | Time: 2943.15 ms
[2021-11-11 09:04:50 main:574] : INFO : Epoch 2016 | loss: 0.0309435 | val_loss: 0.0313064 | Time: 2893.87 ms
[2021-11-11 09:04:53 main:574] : INFO : Epoch 2017 | loss: 0.0309372 | val_loss: 0.0312643 | Time: 2902.83 ms
[2021-11-11 09:04:56 main:574] : INFO : Epoch 2018 | loss: 0.0309292 | val_loss: 0.0312779 | Time: 2961.08 ms
[2021-11-11 09:04:59 main:574] : INFO : Epoch 2019 | loss: 0.0309345 | val_loss: 0.0312557 | Time: 2950.35 ms
[2021-11-11 09:05:02 main:574] : INFO : Epoch 2020 | loss: 0.0309743 | val_loss: 0.0312364 | Time: 2926.65 ms
[2021-11-11 09:05:05 main:574] : INFO : Epoch 2021 | loss: 0.0309677 | val_loss: 0.031255 | Time: 2929.48 ms
[2021-11-11 09:05:08 main:574] : INFO : Epoch 2022 | loss: 0.0309671 | val_loss: 0.0312798 | Time: 2921.85 ms
[2021-11-11 09:05:11 main:574] : INFO : Epoch 2023 | loss: 0.0309525 | val_loss: 0.0312759 | Time: 2950.92 ms
[2021-11-11 09:05:13 main:574] : INFO : Epoch 2024 | loss: 0.0309394 | val_loss: 0.0312663 | Time: 2903.99 ms
[2021-11-11 09:05:16 main:574] : INFO : Epoch 2025 | loss: 0.0309447 | val_loss: 0.0312564 | Time: 2935.08 ms
[2021-11-11 09:05:19 main:574] : INFO : Epoch 2026 | loss: 0.0309404 | val_loss: 0.0312783 | Time: 2968.71 ms
[2021-11-11 09:05:22 main:574] : INFO : Epoch 2027 | loss: 0.0309513 | val_loss: 0.0312959 | Time: 2961.16 ms
[2021-11-11 09:05:25 main:574] : INFO : Epoch 2028 | loss: 0.0309427 | val_loss: 0.0312693 | Time: 2961.01 ms
[2021-11-11 09:05:28 main:574] : INFO : Epoch 2029 | loss: 0.0309416 | val_loss: 0.0312385 | Time: 2955.89 ms
[2021-11-11 09:05:31 main:574] : INFO : Epoch 2030 | loss: 0.0309488 | val_loss: 0.0312958 | Time: 2929.37 ms
[2021-11-11 09:05:34 main:574] : INFO : Epoch 2031 | loss: 0.030946 | val_loss: 0.0312486 | Time: 2933.15 ms
[2021-11-11 09:05:37 main:574] : INFO : Epoch 2032 | loss: 0.0309463 | val_loss: 0.031258 | Time: 2956.53 ms
[2021-11-11 09:05:40 main:574] : INFO : Epoch 2033 | loss: 0.0309619 | val_loss: 0.03125 | Time: 2923.05 ms
[2021-11-11 09:05:43 main:574] : INFO : Epoch 2034 | loss: 0.0309495 | val_loss: 0.0312556 | Time: 3028.47 ms
[2021-11-11 09:05:46 main:574] : INFO : Epoch 2035 | loss: 0.0309374 | val_loss: 0.0312884 | Time: 2993.06 ms
[2021-11-11 09:05:49 main:574] : INFO : Epoch 2036 | loss: 0.0309418 | val_loss: 0.0312469 | Time: 3027.48 ms
[2021-11-11 09:05:52 main:574] : INFO : Epoch 2037 | loss: 0.0309344 | val_loss: 0.031281 | Time: 3024.53 ms
[2021-11-11 09:05:55 main:574] : INFO : Epoch 2038 | loss: 0.0309577 | val_loss: 0.0312796 | Time: 3053.65 ms
[2021-11-11 09:05:58 main:574] : INFO : Epoch 2039 | loss: 0.0309466 | val_loss: 0.0312583 | Time: 3018.68 ms
[2021-11-11 09:06:01 main:574] : INFO : Epoch 2040 | loss: 0.0309464 | val_loss: 0.0312534 | Time: 3022.26 ms
[2021-11-11 09:06:04 main:574] : INFO : Epoch 2041 | loss: 0.0309376 | val_loss: 0.0312801 | Time: 3022.45 ms
[2021-11-11 09:06:07 main:574] : INFO : Epoch 2042 | loss: 0.0309364 | val_loss: 0.0312343 | Time: 3002.86 ms
[2021-11-11 09:06:10 main:574] : INFO : Epoch 2043 | loss: 0.0309434 | val_loss: 0.0312751 | Time: 2977.4 ms
[2021-11-11 09:06:13 main:574] : INFO : Epoch 2044 | loss: 0.0309484 | val_loss: 0.0312396 | Time: 3014.22 ms
[2021-11-11 09:06:16 main:574] : INFO : Epoch 2045 | loss: 0.0309673 | val_loss: 0.0312454 | Time: 2977.8 ms
[2021-11-11 09:06:19 main:574] : INFO : Epoch 2046 | loss: 0.0309592 | val_loss: 0.0312359 | Time: 3036.38 ms
[2021-11-11 09:06:22 main:574] : INFO : Epoch 2047 | loss: 0.0309464 | val_loss: 0.0312664 | Time: 3040.71 ms
[2021-11-11 09:06:26 main:574] : INFO : Epoch 2048 | loss: 0.030957 | val_loss: 0.0312387 | Time: 3038.49 ms
[2021-11-11 09:06:26 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312387
[2021-11-11 09:06:26 main:603] : INFO : Saving end state to config to file
[2021-11-11 09:06:26 main:608] : INFO : Success, exiting..
09:06:26 (14320): 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)