Task 13963164
| Name | ParityModified-1647044112-29327-3-0_0 |
| Workunit | 11036038 |
| Created | 29 Mar 2022, 6:07:56 UTC |
| Sent | 2 Apr 2022, 2:42:29 UTC |
| Report deadline | 10 Apr 2022, 2:42:29 UTC |
| Received | 2 Apr 2022, 12:57:25 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 18617 |
| Run time | 4 hours 32 min 41 sec |
| CPU time | 3 hours 12 min 35 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 5,307.63 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.62 GB |
| Peak swap size | 3.62 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> | Time: 7666.11 ms [2022-04-02 06:48:38 main:574] : INFO : Epoch 1586 | loss: 0.03112 | val_loss: 0.0311466 | Time: 7874.76 ms [2022-04-02 06:48:46 main:574] : INFO : Epoch 1587 | loss: 0.0311193 | val_loss: 0.0311514 | Time: 8067.5 ms [2022-04-02 06:48:54 main:574] : INFO : Epoch 1588 | loss: 0.0311173 | val_loss: 0.0311501 | Time: 7988.88 ms [2022-04-02 06:49:02 main:574] : INFO : Epoch 1589 | loss: 0.0311162 | val_loss: 0.0311506 | Time: 8057.01 ms [2022-04-02 06:49:09 main:574] : INFO : Epoch 1590 | loss: 0.0311142 | val_loss: 0.0311515 | Time: 7724.53 ms [2022-04-02 06:49:17 main:574] : INFO : Epoch 1591 | loss: 0.0311136 | val_loss: 0.0311561 | Time: 7798.37 ms [2022-04-02 06:49:25 main:574] : INFO : Epoch 1592 | loss: 0.0311127 | val_loss: 0.0311475 | Time: 7603.03 ms [2022-04-02 06:49:33 main:574] : INFO : Epoch 1593 | loss: 0.0311125 | val_loss: 0.0311548 | Time: 8167.37 ms [2022-04-02 06:49:41 main:574] : INFO : Epoch 1594 | loss: 0.0311136 | val_loss: 0.0311531 | Time: 7781.42 ms [2022-04-02 06:49:49 main:574] : INFO : Epoch 1595 | loss: 0.031111 | val_loss: 0.0311504 | Time: 7865.25 ms [2022-04-02 06:49:57 main:574] : INFO : Epoch 1596 | loss: 0.0311095 | val_loss: 0.0311505 | Time: 7864.71 ms [2022-04-02 06:50:05 main:574] : INFO : Epoch 1597 | loss: 0.0311087 | val_loss: 0.0311496 | Time: 8515.88 ms [2022-04-02 06:50:15 main:574] : INFO : Epoch 1598 | loss: 0.0311071 | val_loss: 0.0311464 | Time: 9539.57 ms [2022-04-02 06:50:23 main:574] : INFO : Epoch 1599 | loss: 0.0311088 | val_loss: 0.0311499 | Time: 7931.24 ms [2022-04-02 06:50:31 main:574] : INFO : Epoch 1600 | loss: 0.0311061 | val_loss: 0.0311507 | Time: 8701.57 ms [2022-04-02 06:50:40 main:574] : INFO : Epoch 1601 | loss: 0.0311052 | val_loss: 0.0311499 | Time: 8364.38 ms [2022-04-02 06:50:48 main:574] : INFO : Epoch 1602 | loss: 0.0311066 | val_loss: 0.0311503 | Time: 8320.93 ms [2022-04-02 06:50:56 main:574] : INFO : Epoch 1603 | loss: 0.0311043 | val_loss: 0.0311545 | Time: 7928.65 ms [2022-04-02 06:51:04 main:574] : INFO : Epoch 1604 | loss: 0.031105 | val_loss: 0.0311557 | Time: 8170.65 ms [2022-04-02 06:51:12 main:574] : INFO : Epoch 1605 | loss: 0.0311092 | val_loss: 0.0311545 | Time: 7870.56 ms [2022-04-02 06:51:19 main:574] : INFO : Epoch 1606 | loss: 0.0311069 | val_loss: 0.0311528 | Time: 7496.94 ms [2022-04-02 06:51:28 main:574] : INFO : Epoch 1607 | loss: 0.0311048 | val_loss: 0.0311515 | Time: 8055.32 ms [2022-04-02 06:51:35 main:574] : INFO : Epoch 1608 | loss: 0.0311048 | val_loss: 0.0311607 | Time: 7653.93 ms [2022-04-02 06:51:43 main:574] : INFO : Epoch 1609 | loss: 0.0311053 | val_loss: 0.0311588 | Time: 7916.59 ms [2022-04-02 06:51:51 main:574] : INFO : Epoch 1610 | loss: 0.0311076 | val_loss: 0.0311608 | Time: 7848.09 ms [2022-04-02 06:52:00 main:574] : INFO : Epoch 1611 | loss: 0.0311026 | val_loss: 0.0311561 | Time: 8688.2 ms [2022-04-02 06:52:08 main:574] : INFO : Epoch 1612 | loss: 0.0311016 | val_loss: 0.0311516 | Time: 8752.8 ms [2022-04-02 06:52:16 main:574] : INFO : Epoch 1613 | loss: 0.0311027 | val_loss: 0.0311543 | Time: 7746.74 ms [2022-04-02 06:52:24 main:574] : INFO : Epoch 1614 | loss: 0.0311048 | val_loss: 0.0311545 | Time: 8034.73 ms [2022-04-02 06:52:32 main:574] : INFO : Epoch 1615 | loss: 0.0311043 | val_loss: 0.0311529 | Time: 7917.24 ms [2022-04-02 06:52:40 main:574] : INFO : Epoch 1616 | loss: 0.031102 | val_loss: 0.0311518 | Time: 8130.09 ms [2022-04-02 06:52:48 main:574] : INFO : Epoch 1617 | loss: 0.0311018 | val_loss: 0.0311523 | Time: 7712.92 ms [2022-04-02 06:52:56 main:574] : INFO : Epoch 1618 | loss: 0.031102 | val_loss: 0.0311547 | Time: 7827.56 ms [2022-04-02 06:53:03 main:574] : INFO : Epoch 1619 | loss: 0.0311054 | val_loss: 0.031152 | Time: 7537.9 ms [2022-04-02 06:53:11 main:574] : INFO : Epoch 1620 | loss: 0.0311074 | val_loss: 0.0311501 | Time: 7736.19 ms [2022-04-02 06:53:19 main:574] : INFO : Epoch 1621 | loss: 0.0311065 | val_loss: 0.0311493 | Time: 7734.56 ms [2022-04-02 06:53:26 main:574] : INFO : Epoch 1622 | loss: 0.0311082 | val_loss: 0.0311488 | Time: 7491.26 ms [2022-04-02 06:53:34 main:574] : INFO : Epoch 1623 | loss: 0.0311124 | val_loss: 0.03115 | Time: 7641.89 ms [2022-04-02 06:53:42 main:574] : INFO : Epoch 1624 | loss: 0.0311092 | val_loss: 0.0311558 | Time: 7880.44 ms [2022-04-02 06:53:50 main:574] : INFO : Epoch 1625 | loss: 0.0311066 | val_loss: 0.0311496 | Time: 7761.84 ms [2022-04-02 06:53:57 main:574] : INFO : Epoch 1626 | loss: 0.031104 | val_loss: 0.0311539 | Time: 7698.07 ms [2022-04-02 06:54:05 main:574] : INFO : Epoch 1627 | loss: 0.0311035 | val_loss: 0.0311518 | Time: 7808.15 ms [2022-04-02 06:54:13 main:574] : INFO : Epoch 1628 | loss: 0.0311042 | val_loss: 0.0311489 | Time: 7752.94 ms [2022-04-02 06:54:21 main:574] : INFO : Epoch 1629 | loss: 0.0311037 | val_loss: 0.0311517 | Time: 7874.56 ms [2022-04-02 06:54:29 main:574] : INFO : Epoch 1630 | loss: 0.031103 | val_loss: 0.0311482 | Time: 8164.34 ms [2022-04-02 06:54:37 main:574] : INFO : Epoch 1631 | loss: 0.0311018 | val_loss: 0.0311567 | Time: 7850.5 ms [2022-04-02 06:54:45 main:574] : INFO : Epoch 1632 | loss: 0.0311026 | val_loss: 0.0311511 | Time: 7926.87 ms [2022-04-02 06:54:53 main:574] : INFO : Epoch 1633 | loss: 0.0311018 | val_loss: 0.0311602 | Time: 7797.5 ms [2022-04-02 06:55:01 main:574] : INFO : Epoch 1634 | loss: 0.0311009 | val_loss: 0.0311487 | Time: 8184.16 ms [2022-04-02 06:55:09 main:574] : INFO : Epoch 1635 | loss: 0.0311015 | val_loss: 0.0311553 | Time: 7840.03 ms [2022-04-02 06:55:17 main:574] : INFO : Epoch 1636 | loss: 0.0311021 | val_loss: 0.0311517 | Time: 7908.1 ms [2022-04-02 06:55:25 main:574] : INFO : Epoch 1637 | loss: 0.0311066 | val_loss: 0.0311597 | Time: 8344.35 ms [2022-04-02 06:55:33 main:574] : INFO : Epoch 1638 | loss: 0.0311134 | val_loss: 0.0311547 | Time: 7956.01 ms [2022-04-02 06:55:41 main:574] : INFO : Epoch 1639 | loss: 0.0311114 | val_loss: 0.0311558 | Time: 8198.5 ms [2022-04-02 06:55:49 main:574] : INFO : Epoch 1640 | loss: 0.0311109 | val_loss: 0.0311587 | Time: 7924.76 ms [2022-04-02 06:55:57 main:574] : INFO : Epoch 1641 | loss: 0.0311103 | val_loss: 0.031156 | Time: 7883.5 ms [2022-04-02 06:56:05 main:574] : INFO : Epoch 1642 | loss: 0.0311078 | val_loss: 0.0311497 | Time: 8010.54 ms [2022-04-02 06:56:13 main:574] : INFO : Epoch 1643 | loss: 0.0311065 | val_loss: 0.0311532 | Time: 7832.72 ms [2022-04-02 06:56:21 main:574] : INFO : Epoch 1644 | loss: 0.0311051 | val_loss: 0.0311585 | Time: 7812.44 ms [2022-04-02 06:56:29 main:574] : INFO : Epoch 1645 | loss: 0.0311088 | val_loss: 0.0311541 | Time: 8079.43 ms [2022-04-02 06:56:36 main:574] : INFO : Epoch 1646 | loss: 0.031109 | val_loss: 0.0311569 | Time: 7755.21 ms [2022-04-02 06:56:44 main:574] : INFO : Epoch 1647 | loss: 0.0311054 | val_loss: 0.0311517 | Time: 7968.37 ms [2022-04-02 06:56:52 main:574] : INFO : Epoch 1648 | loss: 0.0311063 | val_loss: 0.0311503 | Time: 7966.4 ms [2022-04-02 06:57:01 main:574] : INFO : Epoch 1649 | loss: 0.0311041 | val_loss: 0.0311552 | Time: 8165.83 ms [2022-04-02 06:57:09 main:574] : INFO : Epoch 1650 | loss: 0.0311076 | val_loss: 0.0311523 | Time: 7927.81 ms [2022-04-02 06:57:16 main:574] : INFO : Epoch 1651 | loss: 0.0311039 | val_loss: 0.0311507 | Time: 7615.91 ms [2022-04-02 06:57:24 main:574] : INFO : Epoch 1652 | loss: 0.0311026 | val_loss: 0.0311507 | Time: 8118.76 ms [2022-04-02 06:57:33 main:574] : INFO : Epoch 1653 | loss: 0.031106 | val_loss: 0.0311522 | Time: 8641.1 ms [2022-04-02 06:57:41 main:574] : INFO : Epoch 1654 | loss: 0.0311094 | val_loss: 0.0311566 | Time: 8319.29 ms [2022-04-02 06:57:49 main:574] : INFO : Epoch 1655 | loss: 0.0311113 | val_loss: 0.031151 | Time: 7776.91 ms [2022-04-02 06:57:57 main:574] : INFO : Epoch 1656 | loss: 0.0311076 | val_loss: 0.0311582 | Time: 7945.48 ms [2022-04-02 06:58:05 main:574] : INFO : Epoch 1657 | loss: 0.0311173 | val_loss: 0.0311524 | Time: 7834.11 ms [2022-04-02 06:58:13 main:574] : INFO : Epoch 1658 | loss: 0.031117 | val_loss: 0.0311502 | Time: 7820.49 ms [2022-04-02 06:58:20 main:574] : INFO : Epoch 1659 | loss: 0.0311184 | val_loss: 0.0311517 | Time: 7571.44 ms [2022-04-02 06:58:29 main:574] : INFO : Epoch 1660 | loss: 0.0311156 | val_loss: 0.031152 | Time: 8273.41 ms [2022-04-02 06:58:36 main:574] : INFO : Epoch 1661 | loss: 0.0311252 | val_loss: 0.0311565 | Time: 7766.95 ms [2022-04-02 06:58:44 main:574] : INFO : Epoch 1662 | loss: 0.0311201 | val_loss: 0.0311508 | Time: 7775.02 ms [2022-04-02 06:58:52 main:574] : INFO : Epoch 1663 | loss: 0.0311166 | val_loss: 0.0311554 | Time: 7722.74 ms [2022-04-02 06:59:00 main:574] : INFO : Epoch 1664 | loss: 0.0311136 | val_loss: 0.0311505 | Time: 7789.86 ms [2022-04-02 06:59:07 main:574] : INFO : Epoch 1665 | loss: 0.0311122 | val_loss: 0.0311494 | Time: 7846.5 ms [2022-04-02 06:59:16 main:574] : INFO : Epoch 1666 | loss: 0.0311114 | val_loss: 0.0311539 | Time: 8088.47 ms [2022-04-02 06:59:23 main:574] : INFO : Epoch 1667 | loss: 0.0311092 | val_loss: 0.0311508 | Time: 7650.86 ms [2022-04-02 06:59:32 main:574] : INFO : Epoch 1668 | loss: 0.0311084 | val_loss: 0.0311548 | Time: 8869.51 ms [2022-04-02 06:59:41 main:574] : INFO : Epoch 1669 | loss: 0.0311099 | val_loss: 0.0311506 | Time: 8772.42 ms [2022-04-02 06:59:49 main:574] : INFO : Epoch 1670 | loss: 0.031113 | val_loss: 0.031149 | Time: 7804.47 ms [2022-04-02 06:59:57 main:574] : INFO : Epoch 1671 | loss: 0.0311127 | val_loss: 0.0311516 | Time: 8175.73 ms [2022-04-02 07:00:05 main:574] : INFO : Epoch 1672 | loss: 0.0311086 | val_loss: 0.031156 | Time: 7775.08 ms [2022-04-02 07:00:12 main:574] : INFO : Epoch 1673 | loss: 0.0311089 | val_loss: 0.03115 | Time: 7840.79 ms [2022-04-02 07:00:20 main:574] : INFO : Epoch 1674 | loss: 0.0311075 | val_loss: 0.0311518 | Time: 7706.57 ms [2022-04-02 07:00:28 main:574] : INFO : Epoch 1675 | loss: 0.0311058 | val_loss: 0.0311507 | Time: 8043.82 ms [2022-04-02 07:00:36 main:574] : INFO : Epoch 1676 | loss: 0.0311059 | val_loss: 0.0311613 | Time: 7827.6 ms [2022-04-02 07:00:44 main:574] : INFO : Epoch 1677 | loss: 0.0311038 | val_loss: 0.0311528 | Time: 7725.56 ms [2022-04-02 07:00:52 main:574] : INFO : Epoch 1678 | loss: 0.0311032 | val_loss: 0.0311551 | Time: 7870.21 ms [2022-04-02 07:01:00 main:574] : INFO : Epoch 1679 | loss: 0.0311035 | val_loss: 0.031159 | Time: 8038.5 ms [2022-04-02 07:01:08 main:574] : INFO : Epoch 1680 | loss: 0.0311029 | val_loss: 0.0311524 | Time: 7885.24 ms [2022-04-02 07:01:16 main:574] : INFO : Epoch 1681 | loss: 0.0311016 | val_loss: 0.0311467 | Time: 8043.44 ms [2022-04-02 07:01:24 main:574] : INFO : Epoch 1682 | loss: 0.0311027 | val_loss: 0.031156 | Time: 7823.51 ms [2022-04-02 07:01:32 main:574] : INFO : Epoch 1683 | loss: 0.0311 | val_loss: 0.0311577 | Time: 8732.6 ms [2022-04-02 07:01:40 main:574] : INFO : Epoch 1684 | loss: 0.031101 | val_loss: 0.0311544 | Time: 7752.95 ms [2022-04-02 07:01:48 main:574] : INFO : Epoch 1685 | loss: 0.0311 | val_loss: 0.031153 | Time: 7936.16 ms [2022-04-02 07:01:56 main:574] : INFO : Epoch 1686 | loss: 0.0310978 | val_loss: 0.0311613 | Time: 7813.92 ms [2022-04-02 07:02:04 main:574] : INFO : Epoch 1687 | loss: 0.0311009 | val_loss: 0.0311567 | Time: 7720.31 ms [2022-04-02 07:02:11 main:574] : INFO : Epoch 1688 | loss: 0.0310995 | val_loss: 0.0311627 | Time: 7916.02 ms [2022-04-02 07:02:20 main:574] : INFO : Epoch 1689 | loss: 0.0310988 | val_loss: 0.0311514 | Time: 8060.65 ms [2022-04-02 07:02:28 main:574] : INFO : Epoch 1690 | loss: 0.0310976 | val_loss: 0.0311509 | Time: 8444.12 ms [2022-04-02 07:02:36 main:574] : INFO : Epoch 1691 | loss: 0.0311048 | val_loss: 0.0311606 | Time: 8375.69 ms [2022-04-02 07:02:44 main:574] : INFO : Epoch 1692 | loss: 0.031106 | val_loss: 0.0311578 | Time: 8037.28 ms [2022-04-02 07:02:52 main:574] : INFO : Epoch 1693 | loss: 0.0311115 | val_loss: 0.031158 | Time: 7667.33 ms [2022-04-02 07:03:00 main:574] : INFO : Epoch 1694 | loss: 0.0311106 | val_loss: 0.0311493 | Time: 7902.03 ms [2022-04-02 07:03:08 main:574] : INFO : Epoch 1695 | loss: 0.0311089 | val_loss: 0.0311457 | Time: 7993.7 ms [2022-04-02 07:03:16 main:574] : INFO : Epoch 1696 | loss: 0.0311071 | val_loss: 0.0311539 | Time: 7836.45 ms [2022-04-02 07:03:24 main:574] : INFO : Epoch 1697 | loss: 0.0311043 | val_loss: 0.0311536 | Time: 7810.11 ms [2022-04-02 07:03:32 main:574] : INFO : Epoch 1698 | loss: 0.031104 | val_loss: 0.0311582 | Time: 7946.03 ms [2022-04-02 07:03:40 main:574] : INFO : Epoch 1699 | loss: 0.0311005 | val_loss: 0.0311518 | Time: 8189.62 ms [2022-04-02 07:03:48 main:574] : INFO : Epoch 1700 | loss: 0.0311064 | val_loss: 0.0311561 | Time: 7776.59 ms [2022-04-02 07:03:56 main:574] : INFO : Epoch 1701 | loss: 0.0311062 | val_loss: 0.0311546 | Time: 8295.38 ms [2022-04-02 07:04:04 main:574] : INFO : Epoch 1702 | loss: 0.031103 | val_loss: 0.0311533 | Time: 7936.4 ms [2022-04-02 07:04:12 main:574] : INFO : Epoch 1703 | loss: 0.0311026 | val_loss: 0.0311543 | Time: 7896.09 ms [2022-04-02 07:04:20 main:574] : INFO : Epoch 1704 | loss: 0.0311021 | val_loss: 0.0311495 | Time: 7847.94 ms [2022-04-02 07:04:28 main:574] : INFO : Epoch 1705 | loss: 0.031102 | val_loss: 0.0311522 | Time: 8319.41 ms [2022-04-02 07:04:36 main:574] : INFO : Epoch 1706 | loss: 0.0311111 | val_loss: 0.0311498 | Time: 7936.03 ms [2022-04-02 07:04:44 main:574] : INFO : Epoch 1707 | loss: 0.0311105 | val_loss: 0.0311566 | Time: 7885.44 ms [2022-04-02 07:04:52 main:574] : INFO : Epoch 1708 | loss: 0.0311109 | val_loss: 0.0311512 | Time: 7963.88 ms [2022-04-02 07:05:00 main:574] : INFO : Epoch 1709 | loss: 0.0311104 | val_loss: 0.0311534 | Time: 7972.84 ms [2022-04-02 07:05:08 main:574] : INFO : Epoch 1710 | loss: 0.031109 | val_loss: 0.031153 | Time: 7977.01 ms [2022-04-02 07:05:16 main:574] : INFO : Epoch 1711 | loss: 0.0311071 | val_loss: 0.0311566 | Time: 8052.62 ms [2022-04-02 07:05:24 main:574] : INFO : Epoch 1712 | loss: 0.0311078 | val_loss: 0.0311501 | Time: 7713.04 ms [2022-04-02 07:05:32 main:574] : INFO : Epoch 1713 | loss: 0.0311126 | val_loss: 0.0311626 | Time: 8051.97 ms [2022-04-02 07:05:40 main:574] : INFO : Epoch 1714 | loss: 0.0311086 | val_loss: 0.031156 | Time: 8236.07 ms [2022-04-02 07:05:48 main:574] : INFO : Epoch 1715 | loss: 0.0311073 | val_loss: 0.0311478 | Time: 7804.94 ms [2022-04-02 07:05:56 main:574] : INFO : Epoch 1716 | loss: 0.0311066 | val_loss: 0.0311537 | Time: 8098.2 ms [2022-04-02 07:06:04 main:574] : INFO : Epoch 1717 | loss: 0.0311056 | val_loss: 0.0311533 | Time: 8560.19 ms [2022-04-02 07:06:12 main:574] : INFO : Epoch 1718 | loss: 0.0311036 | val_loss: 0.0311541 | Time: 7858.88 ms [2022-04-02 07:06:20 main:574] : INFO : Epoch 1719 | loss: 0.0311032 | val_loss: 0.031152 | Time: 8037.54 ms [2022-04-02 07:06:28 main:574] : INFO : Epoch 1720 | loss: 0.0310998 | val_loss: 0.0311543 | Time: 8063.08 ms [2022-04-02 07:06:36 main:574] : INFO : Epoch 1721 | loss: 0.0310986 | val_loss: 0.0311544 | Time: 7828.75 ms [2022-04-02 07:06:44 main:574] : INFO : Epoch 1722 | loss: 0.0311013 | val_loss: 0.031155 | Time: 7916.08 ms [2022-04-02 07:06:52 main:574] : INFO : Epoch 1723 | loss: 0.0311025 | val_loss: 0.0311508 | Time: 7893.56 ms [2022-04-02 07:07:00 main:574] : INFO : Epoch 1724 | loss: 0.0311028 | val_loss: 0.0311497 | Time: 7854.5 ms [2022-04-02 07:07:08 main:574] : INFO : Epoch 1725 | loss: 0.0311189 | val_loss: 0.0311574 | Time: 7894.16 ms [2022-04-02 07:07:16 main:574] : INFO : Epoch 1726 | loss: 0.0311213 | val_loss: 0.0311511 | Time: 7705.25 ms [2022-04-02 07:07:23 main:574] : INFO : Epoch 1727 | loss: 0.0311168 | val_loss: 0.031156 | Time: 7780.33 ms [2022-04-02 07:07:32 main:574] : INFO : Epoch 1728 | loss: 0.031114 | val_loss: 0.0311576 | Time: 8966.17 ms [2022-04-02 07:07:40 main:574] : INFO : Epoch 1729 | loss: 0.0311111 | val_loss: 0.0311508 | Time: 8066.22 ms [2022-04-02 07:07:48 main:574] : INFO : Epoch 1730 | loss: 0.0311112 | val_loss: 0.0311565 | Time: 7722.08 ms [2022-04-02 07:07:57 main:574] : INFO : Epoch 1731 | loss: 0.0311103 | val_loss: 0.0311562 | Time: 8547.67 ms [2022-04-02 07:08:08 main:574] : INFO : Epoch 1732 | loss: 0.0311069 | val_loss: 0.0311497 | Time: 11227.8 ms [2022-04-02 07:08:16 main:574] : INFO : Epoch 1733 | loss: 0.031107 | val_loss: 0.03115 | Time: 8060.69 ms [2022-04-02 07:08:24 main:574] : INFO : Epoch 1734 | loss: 0.0311049 | val_loss: 0.0311499 | Time: 7554.98 ms [2022-04-02 07:08:31 main:574] : INFO : Epoch 1735 | loss: 0.0311055 | val_loss: 0.0311495 | Time: 7838.69 ms [2022-04-02 07:08:39 main:574] : INFO : Epoch 1736 | loss: 0.0311012 | val_loss: 0.0311537 | Time: 7698.82 ms [2022-04-02 07:08:47 main:574] : INFO : Epoch 1737 | loss: 0.031105 | val_loss: 0.0311523 | Time: 7471.17 ms [2022-04-02 07:08:54 main:574] : INFO : Epoch 1738 | loss: 0.0311027 | val_loss: 0.0311471 | Time: 7621.55 ms [2022-04-02 07:09:02 main:574] : INFO : Epoch 1739 | loss: 0.0311018 | val_loss: 0.0311534 | Time: 7832.32 ms [2022-04-02 07:09:10 main:574] : INFO : Epoch 1740 | loss: 0.0311004 | val_loss: 0.0311544 | Time: 7678.65 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: Quadro P4000) [2022-04-02 07:13:14 main:435] : INFO : Set logging level to 1 [2022-04-02 07:13:14 main:441] : INFO : Running in BOINC Client mode [2022-04-02 07:13:14 main:444] : INFO : Resolving all filenames [2022-04-02 07:13:14 main:452] : INFO : Resolved: dataset.hdf5 => dataset.hdf5 (exists = 1) [2022-04-02 07:13:14 main:452] : INFO : Resolved: model.cfg => model.cfg (exists = 1) [2022-04-02 07:13:14 main:452] : INFO : Resolved: model-final.pt => model-final.pt (exists = 0) [2022-04-02 07:13:14 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 1) [2022-04-02 07:13:14 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2022-04-02 07:13:14 main:472] : INFO : Dataset filename: dataset.hdf5 [2022-04-02 07:13:14 main:474] : INFO : Configuration: [2022-04-02 07:13:14 main:475] : INFO : Model type: GRU [2022-04-02 07:13:14 main:476] : INFO : Validation Loss Threshold: 0.0001 [2022-04-02 07:13:14 main:477] : INFO : Max Epochs: 2048 [2022-04-02 07:13:14 main:478] : INFO : Batch Size: 128 [2022-04-02 07:13:14 main:479] : INFO : Learning Rate: 0.01 [2022-04-02 07:13:14 main:480] : INFO : Patience: 10 [2022-04-02 07:13:14 main:481] : INFO : Hidden Width: 12 [2022-04-02 07:13:14 main:482] : INFO : # Recurrent Layers: 4 [2022-04-02 07:13:14 main:483] : INFO : # Backend Layers: 4 [2022-04-02 07:13:14 main:484] : INFO : # Threads: 1 [2022-04-02 07:13:14 main:486] : INFO : Preparing Dataset [2022-04-02 07:13:14 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from dataset.hdf5 into memory [2022-04-02 07:13:15 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from dataset.hdf5 into memory [2022-04-02 07:13:17 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2022-04-02 07:13:17 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from dataset.hdf5 into memory [2022-04-02 07:13:17 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from dataset.hdf5 into memory [2022-04-02 07:13:17 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2022-04-02 07:13:17 main:494] : INFO : Creating Model [2022-04-02 07:13:17 main:507] : INFO : Preparing config file [2022-04-02 07:13:17 main:511] : INFO : Found checkpoint, attempting to load... [2022-04-02 07:13:17 main:512] : INFO : Loading config [2022-04-02 07:13:17 main:514] : INFO : Loading state [2022-04-02 07:13:18 main:559] : INFO : Loading DataLoader into Memory [2022-04-02 07:13:18 main:562] : INFO : Starting Training [2022-04-02 07:13:26 main:574] : INFO : Epoch 1722 | loss: 0.031177 | val_loss: 0.0311661 | Time: 8318.71 ms [2022-04-02 07:13:34 main:574] : INFO : Epoch 1723 | loss: 0.0311134 | val_loss: 0.031153 | Time: 8219.4 ms [2022-04-02 07:13:42 main:574] : INFO : Epoch 1724 | loss: 0.0311045 | val_loss: 0.031149 | Time: 7996.45 ms [2022-04-02 07:13:51 main:574] : INFO : Epoch 1725 | loss: 0.0311029 | val_loss: 0.0311597 | Time: 8086.11 ms [2022-04-02 07:13:58 main:574] : INFO : Epoch 1726 | loss: 0.0311019 | val_loss: 0.0311543 | Time: 7877.71 ms [2022-04-02 07:14:06 main:574] : INFO : Epoch 1727 | loss: 0.0310998 | val_loss: 0.0311493 | Time: 7997.47 ms [2022-04-02 07:14:14 main:574] : INFO : Epoch 1728 | loss: 0.0311039 | val_loss: 0.0311535 | Time: 7964.25 ms [2022-04-02 07:14:22 main:574] : INFO : Epoch 1729 | loss: 0.0311028 | val_loss: 0.0311504 | Time: 8084.27 ms [2022-04-02 07:14:31 main:574] : INFO : Epoch 1730 | loss: 0.0311026 | val_loss: 0.0311494 | Time: 8584.88 ms [2022-04-02 07:14:39 main:574] : INFO : Epoch 1731 | loss: 0.031098 | val_loss: 0.0311499 | Time: 7766.52 ms [2022-04-02 07:14:46 main:574] : INFO : Epoch 1732 | loss: 0.0311039 | val_loss: 0.0311464 | Time: 7588.9 ms [2022-04-02 07:14:54 main:574] : INFO : Epoch 1733 | loss: 0.0311046 | val_loss: 0.0311539 | Time: 7898.61 ms [2022-04-02 07:15:02 main:574] : INFO : Epoch 1734 | loss: 0.0311035 | val_loss: 0.0311459 | Time: 7975.14 ms [2022-04-02 07:15:11 main:574] : INFO : Epoch 1735 | loss: 0.0311019 | val_loss: 0.0311541 | Time: 8592.94 ms [2022-04-02 07:15:19 main:574] : INFO : Epoch 1736 | loss: 0.0310984 | val_loss: 0.0311462 | Time: 8207.94 ms [2022-04-02 07:15:26 main:574] : INFO : Epoch 1737 | loss: 0.0310985 | val_loss: 0.0311499 | Time: 7241.05 ms [2022-04-02 07:15:34 main:574] : INFO : Epoch 1738 | loss: 0.0311023 | val_loss: 0.0311555 | Time: 7896.18 ms [2022-04-02 07:15:42 main:574] : INFO : Epoch 1739 | loss: 0.0310995 | val_loss: 0.0311514 | Time: 8029.54 ms [2022-04-02 07:15:50 main:574] : INFO : Epoch 1740 | loss: 0.0311007 | val_loss: 0.0311488 | Time: 7949.9 ms [2022-04-02 07:15:58 main:574] : INFO : Epoch 1741 | loss: 0.031103 | val_loss: 0.0311517 | Time: 7774.81 ms [2022-04-02 07:16:06 main:574] : INFO : Epoch 1742 | loss: 0.0311011 | val_loss: 0.0311548 | Time: 7832.64 ms [2022-04-02 07:16:14 main:574] : INFO : Epoch 1743 | loss: 0.0310979 | val_loss: 0.0311568 | Time: 8040.24 ms [2022-04-02 07:16:22 main:574] : INFO : Epoch 1744 | loss: 0.0311014 | val_loss: 0.0311566 | Time: 7800.68 ms [2022-04-02 07:16:30 main:574] : INFO : Epoch 1745 | loss: 0.0311006 | val_loss: 0.0311632 | Time: 7985.98 ms [2022-04-02 07:16:38 main:574] : INFO : Epoch 1746 | loss: 0.0310994 | val_loss: 0.0311523 | Time: 7956.6 ms [2022-04-02 07:16:46 main:574] : INFO : Epoch 1747 | loss: 0.0310977 | val_loss: 0.0311531 | Time: 7965.73 ms [2022-04-02 07:16:54 main:574] : INFO : Epoch 1748 | loss: 0.0310979 | val_loss: 0.0311474 | Time: 7928.07 ms [2022-04-02 07:17:01 main:574] : INFO : Epoch 1749 | loss: 0.0310984 | val_loss: 0.0311525 | Time: 7879.49 ms [2022-04-02 07:17:09 main:574] : INFO : Epoch 1750 | loss: 0.031102 | val_loss: 0.0311475 | Time: 7768.08 ms [2022-04-02 07:17:17 main:574] : INFO : Epoch 1751 | loss: 0.0311048 | val_loss: 0.0311555 | Time: 7836.87 ms [2022-04-02 07:17:25 main:574] : INFO : Epoch 1752 | loss: 0.0311073 | val_loss: 0.0311579 | Time: 7777.76 ms [2022-04-02 07:17:35 main:574] : INFO : Epoch 1753 | loss: 0.0311022 | val_loss: 0.0311495 | Time: 10182.6 ms [2022-04-02 07:17:43 main:574] : INFO : Epoch 1754 | loss: 0.0310996 | val_loss: 0.0311528 | Time: 8237.3 ms [2022-04-02 07:17:51 main:574] : INFO : Epoch 1755 | loss: 0.0310985 | val_loss: 0.0311579 | Time: 8083.31 ms [2022-04-02 07:17:59 main:574] : INFO : Epoch 1756 | loss: 0.0310981 | val_loss: 0.031145 | Time: 7846.79 ms [2022-04-02 07:18:07 main:574] : INFO : Epoch 1757 | loss: 0.031097 | val_loss: 0.0311482 | Time: 7819.01 ms [2022-04-02 07:18:15 main:574] : INFO : Epoch 1758 | loss: 0.0310965 | val_loss: 0.0311594 | Time: 7884.12 ms [2022-04-02 07:18:23 main:574] : INFO : Epoch 1759 | loss: 0.0310983 | val_loss: 0.0311523 | Time: 7923.4 ms [2022-04-02 07:18:31 main:574] : INFO : Epoch 1760 | loss: 0.0311114 | val_loss: 0.0311522 | Time: 8094.52 ms [2022-04-02 07:18:39 main:574] : INFO : Epoch 1761 | loss: 0.031109 | val_loss: 0.0311567 | Time: 7899.92 ms [2022-04-02 07:18:47 main:574] : INFO : Epoch 1762 | loss: 0.0311075 | val_loss: 0.0311485 | Time: 7841.17 ms [2022-04-02 07:18:54 main:574] : INFO : Epoch 1763 | loss: 0.0311051 | val_loss: 0.0311463 | Time: 7568.5 ms [2022-04-02 07:19:02 main:574] : INFO : Epoch 1764 | loss: 0.031114 | val_loss: 0.0311523 | Time: 7758.07 ms [2022-04-02 07:19:10 main:574] : INFO : Epoch 1765 | loss: 0.0311149 | val_loss: 0.031148 | Time: 7817.77 ms [2022-04-02 07:19:18 main:574] : INFO : Epoch 1766 | loss: 0.0311118 | val_loss: 0.0311509 | Time: 7857.93 ms [2022-04-02 07:19:26 main:574] : INFO : Epoch 1767 | loss: 0.0311102 | val_loss: 0.0311592 | Time: 7868.51 ms [2022-04-02 07:19:34 main:574] : INFO : Epoch 1768 | loss: 0.0311076 | val_loss: 0.0311563 | Time: 8032.1 ms [2022-04-02 07:19:42 main:574] : INFO : Epoch 1769 | loss: 0.031106 | val_loss: 0.0311582 | Time: 8047.47 ms [2022-04-02 07:19:50 main:574] : INFO : Epoch 1770 | loss: 0.0311045 | val_loss: 0.031161 | Time: 7902.13 ms [2022-04-02 07:19:58 main:574] : INFO : Epoch 1771 | loss: 0.0311018 | val_loss: 0.0311587 | Time: 8467.86 ms [2022-04-02 07:20:08 main:574] : INFO : Epoch 1772 | loss: 0.0311015 | val_loss: 0.0311557 | Time: 9871.36 ms [2022-04-02 07:20:15 main:574] : INFO : Epoch 1773 | loss: 0.0311031 | val_loss: 0.0311599 | Time: 7455.63 ms [2022-04-02 07:20:23 main:574] : INFO : Epoch 1774 | loss: 0.0311037 | val_loss: 0.0311589 | Time: 7823.22 ms [2022-04-02 07:20:32 main:574] : INFO : Epoch 1775 | loss: 0.0310995 | val_loss: 0.0311556 | Time: 8921.31 ms [2022-04-02 07:20:40 main:574] : INFO : Epoch 1776 | loss: 0.0310969 | val_loss: 0.0311593 | Time: 7927.19 ms [2022-04-02 07:20:48 main:574] : INFO : Epoch 1777 | loss: 0.0310993 | val_loss: 0.0311504 | Time: 7936.03 ms [2022-04-02 07:20:56 main:574] : INFO : Epoch 1778 | loss: 0.0311037 | val_loss: 0.0311511 | Time: 8108.74 ms [2022-04-02 07:21:04 main:574] : INFO : Epoch 1779 | loss: 0.0311028 | val_loss: 0.0311583 | Time: 8316.53 ms [2022-04-02 07:21:12 main:574] : INFO : Epoch 1780 | loss: 0.0311007 | val_loss: 0.0311606 | Time: 7765.11 ms [2022-04-02 07:21:20 main:574] : INFO : Epoch 1781 | loss: 0.0311 | val_loss: 0.0311537 | Time: 7814.21 ms [2022-04-02 07:21:28 main:574] : INFO : Epoch 1782 | loss: 0.0310977 | val_loss: 0.0311546 | Time: 8142.01 ms [2022-04-02 07:21:36 main:574] : INFO : Epoch 1783 | loss: 0.0310989 | val_loss: 0.0311526 | Time: 7795.18 ms [2022-04-02 07:21:44 main:574] : INFO : Epoch 1784 | loss: 0.0311008 | val_loss: 0.0311604 | Time: 7780.14 ms [2022-04-02 07:21:52 main:574] : INFO : Epoch 1785 | loss: 0.0311014 | val_loss: 0.0311542 | Time: 7889.89 ms [2022-04-02 07:21:59 main:574] : INFO : Epoch 1786 | loss: 0.0310993 | val_loss: 0.0311517 | Time: 7706.49 ms [2022-04-02 07:22:08 main:574] : INFO : Epoch 1787 | loss: 0.0311003 | val_loss: 0.0311542 | Time: 8500.54 ms [2022-04-02 07:22:16 main:574] : INFO : Epoch 1788 | loss: 0.0311024 | val_loss: 0.0311547 | Time: 8531.84 ms [2022-04-02 07:22:24 main:574] : INFO : Epoch 1789 | loss: 0.0311012 | val_loss: 0.0311548 | Time: 7657.15 ms [2022-04-02 07:22:32 main:574] : INFO : Epoch 1790 | loss: 0.0311028 | val_loss: 0.0311491 | Time: 8023.23 ms [2022-04-02 07:22:40 main:574] : INFO : Epoch 1791 | loss: 0.031104 | val_loss: 0.0311603 | Time: 8248.73 ms [2022-04-02 07:22:48 main:574] : INFO : Epoch 1792 | loss: 0.0311037 | val_loss: 0.0311552 | Time: 7450.09 ms [2022-04-02 07:22:56 main:574] : INFO : Epoch 1793 | loss: 0.0311002 | val_loss: 0.0311567 | Time: 7654.17 ms [2022-04-02 07:23:03 main:574] : INFO : Epoch 1794 | loss: 0.0311054 | val_loss: 0.0311513 | Time: 7530.65 ms [2022-04-02 07:23:10 main:574] : INFO : Epoch 1795 | loss: 0.0311066 | val_loss: 0.031148 | Time: 7311.69 ms [2022-04-02 07:23:18 main:574] : INFO : Epoch 1796 | loss: 0.0311057 | val_loss: 0.0311567 | Time: 7606.1 ms [2022-04-02 07:23:26 main:574] : INFO : Epoch 1797 | loss: 0.0311041 | val_loss: 0.0311535 | Time: 7562.58 ms [2022-04-02 07:23:33 main:574] : INFO : Epoch 1798 | loss: 0.0311027 | val_loss: 0.0311604 | Time: 7813.25 ms [2022-04-02 07:23:41 main:574] : INFO : Epoch 1799 | loss: 0.031103 | val_loss: 0.0311503 | Time: 7677.14 ms [2022-04-02 07:23:49 main:574] : INFO : Epoch 1800 | loss: 0.0311008 | val_loss: 0.0311544 | Time: 7730.49 ms [2022-04-02 07:23:57 main:574] : INFO : Epoch 1801 | loss: 0.0310998 | val_loss: 0.031151 | Time: 7740.62 ms [2022-04-02 07:24:04 main:574] : INFO : Epoch 1802 | loss: 0.0310993 | val_loss: 0.0311576 | Time: 7578.28 ms [2022-04-02 07:24:12 main:574] : INFO : Epoch 1803 | loss: 0.0310985 | val_loss: 0.0311541 | Time: 7442.45 ms [2022-04-02 07:24:19 main:574] : INFO : Epoch 1804 | loss: 0.0311008 | val_loss: 0.0311486 | Time: 7518.34 ms [2022-04-02 07:24:27 main:574] : INFO : Epoch 1805 | loss: 0.0311005 | val_loss: 0.0311493 | Time: 7504.45 ms [2022-04-02 07:24:34 main:574] : INFO : Epoch 1806 | loss: 0.0311015 | val_loss: 0.0311571 | Time: 7816.19 ms [2022-04-02 07:24:42 main:574] : INFO : Epoch 1807 | loss: 0.0311 | val_loss: 0.0311583 | Time: 7410.24 ms [2022-04-02 07:24:50 main:574] : INFO : Epoch 1808 | loss: 0.0310989 | val_loss: 0.0311516 | Time: 7794.96 ms [2022-04-02 07:24:57 main:574] : INFO : Epoch 1809 | loss: 0.0311013 | val_loss: 0.0311577 | Time: 7667.06 ms [2022-04-02 07:25:05 main:574] : INFO : Epoch 1810 | loss: 0.0311017 | val_loss: 0.0311547 | Time: 7416.74 ms [2022-04-02 07:25:12 main:574] : INFO : Epoch 1811 | loss: 0.0310998 | val_loss: 0.0311629 | Time: 7515.66 ms [2022-04-02 07:25:20 main:574] : INFO : Epoch 1812 | loss: 0.0310993 | val_loss: 0.0311549 | Time: 7495.73 ms [2022-04-02 07:25:27 main:574] : INFO : Epoch 1813 | loss: 0.0310998 | val_loss: 0.0311533 | Time: 7579.51 ms [2022-04-02 07:25:35 main:574] : INFO : Epoch 1814 | loss: 0.031103 | val_loss: 0.0311524 | Time: 7639.58 ms [2022-04-02 07:25:43 main:574] : INFO : Epoch 1815 | loss: 0.0310973 | val_loss: 0.0311545 | Time: 7930.61 ms [2022-04-02 07:25:51 main:574] : INFO : Epoch 1816 | loss: 0.0311001 | val_loss: 0.0311566 | Time: 7647.36 ms [2022-04-02 07:25:58 main:574] : INFO : Epoch 1817 | loss: 0.0311013 | val_loss: 0.0311546 | Time: 7394.28 ms [2022-04-02 07:26:06 main:574] : INFO : Epoch 1818 | loss: 0.0310981 | val_loss: 0.0311498 | Time: 7676.5 ms [2022-04-02 07:26:13 main:574] : INFO : Epoch 1819 | loss: 0.0310963 | val_loss: 0.0311488 | Time: 7754.93 ms [2022-04-02 07:26:21 main:574] : INFO : Epoch 1820 | loss: 0.031098 | val_loss: 0.0311497 | Time: 7910.1 ms [2022-04-02 07:26:29 main:574] : INFO : Epoch 1821 | loss: 0.031099 | val_loss: 0.0311583 | Time: 7223.44 ms [2022-04-02 07:26:37 main:574] : INFO : Epoch 1822 | loss: 0.0311001 | val_loss: 0.0311513 | Time: 7876.17 ms [2022-04-02 07:26:44 main:574] : INFO : Epoch 1823 | loss: 0.0311003 | val_loss: 0.031146 | Time: 7809.11 ms [2022-04-02 07:26:52 main:574] : INFO : Epoch 1824 | loss: 0.0310956 | val_loss: 0.0311542 | Time: 7467.12 ms [2022-04-02 07:27:00 main:574] : INFO : Epoch 1825 | loss: 0.031095 | val_loss: 0.0311533 | Time: 7800.37 ms [2022-04-02 07:27:08 main:574] : INFO : Epoch 1826 | loss: 0.0310975 | val_loss: 0.0311542 | Time: 8022.9 ms [2022-04-02 07:27:16 main:574] : INFO : Epoch 1827 | loss: 0.0311281 | val_loss: 0.0311617 | Time: 7831.38 ms [2022-04-02 07:27:23 main:574] : INFO : Epoch 1828 | loss: 0.0311331 | val_loss: 0.031156 | Time: 7772.53 ms [2022-04-02 07:27:31 main:574] : INFO : Epoch 1829 | loss: 0.0311292 | val_loss: 0.0311568 | Time: 7837.66 ms [2022-04-02 07:27:40 main:574] : INFO : Epoch 1830 | loss: 0.0311257 | val_loss: 0.0311479 | Time: 8600.56 ms [2022-04-02 07:27:47 main:574] : INFO : Epoch 1831 | loss: 0.0311239 | val_loss: 0.0311514 | Time: 7722.41 ms [2022-04-02 07:27:55 main:574] : INFO : Epoch 1832 | loss: 0.031122 | val_loss: 0.0311473 | Time: 7907.46 ms [2022-04-02 07:28:03 main:574] : INFO : Epoch 1833 | loss: 0.0311173 | val_loss: 0.0311497 | Time: 7860.35 ms [2022-04-02 07:28:11 main:574] : INFO : Epoch 1834 | loss: 0.0311147 | val_loss: 0.0311526 | Time: 7945.5 ms [2022-04-02 07:28:19 main:574] : INFO : Epoch 1835 | loss: 0.0311182 | val_loss: 0.0311459 | Time: 7757.54 ms [2022-04-02 07:28:27 main:574] : INFO : Epoch 1836 | loss: 0.0311168 | val_loss: 0.0311479 | Time: 8109.99 ms [2022-04-02 07:28:35 main:574] : INFO : Epoch 1837 | loss: 0.0311179 | val_loss: 0.0311513 | Time: 7983.37 ms [2022-04-02 07:28:43 main:574] : INFO : Epoch 1838 | loss: 0.0311165 | val_loss: 0.0311489 | Time: 7906.35 ms [2022-04-02 07:28:51 main:574] : INFO : Epoch 1839 | loss: 0.031115 | val_loss: 0.0311561 | Time: 8281.61 ms [2022-04-02 07:28:59 main:574] : INFO : Epoch 1840 | loss: 0.0311155 | val_loss: 0.0311509 | Time: 7933.32 ms [2022-04-02 07:29:07 main:574] : INFO : Epoch 1841 | loss: 0.0311177 | val_loss: 0.0311547 | Time: 7877.89 ms [2022-04-02 07:29:15 main:574] : INFO : Epoch 1842 | loss: 0.0311169 | val_loss: 0.0311497 | Time: 7847.84 ms [2022-04-02 07:29:23 main:574] : INFO : Epoch 1843 | loss: 0.0311115 | val_loss: 0.0311446 | Time: 7782.76 ms [2022-04-02 07:29:31 main:574] : INFO : Epoch 1844 | loss: 0.0311113 | val_loss: 0.0311556 | Time: 8324.46 ms [2022-04-02 07:29:39 main:574] : INFO : Epoch 1845 | loss: 0.0311088 | val_loss: 0.0311478 | Time: 7902.15 ms [2022-04-02 07:29:47 main:574] : INFO : Epoch 1846 | loss: 0.0311065 | val_loss: 0.0311496 | Time: 7747.47 ms [2022-04-02 07:29:55 main:574] : INFO : Epoch 1847 | loss: 0.0311044 | val_loss: 0.0311492 | Time: 7781.46 ms [2022-04-02 07:30:02 main:574] : INFO : Epoch 1848 | loss: 0.0311086 | val_loss: 0.0311483 | Time: 7943.61 ms [2022-04-02 07:30:10 main:574] : INFO : Epoch 1849 | loss: 0.031113 | val_loss: 0.0311514 | Time: 7935.84 ms [2022-04-02 07:30:18 main:574] : INFO : Epoch 1850 | loss: 0.0311129 | val_loss: 0.0311514 | Time: 7809.64 ms [2022-04-02 07:30:26 main:574] : INFO : Epoch 1851 | loss: 0.0311077 | val_loss: 0.0311472 | Time: 8025.08 ms [2022-04-02 07:30:34 main:574] : INFO : Epoch 1852 | loss: 0.031108 | val_loss: 0.031152 | Time: 8083.74 ms [2022-04-02 07:30:42 main:574] : INFO : Epoch 1853 | loss: 0.0311082 | val_loss: 0.0311492 | Time: 7928.41 ms [2022-04-02 07:30:50 main:574] : INFO : Epoch 1854 | loss: 0.0311098 | val_loss: 0.0311518 | Time: 7936.86 ms [2022-04-02 07:30:58 main:574] : INFO : Epoch 1855 | loss: 0.0311053 | val_loss: 0.0311518 | Time: 8018.54 ms [2022-04-02 07:31:06 main:574] : INFO : Epoch 1856 | loss: 0.0311034 | val_loss: 0.0311463 | Time: 7990.46 ms [2022-04-02 07:31:14 main:574] : INFO : Epoch 1857 | loss: 0.0311028 | val_loss: 0.0311496 | Time: 7630.99 ms [2022-04-02 07:31:22 main:574] : INFO : Epoch 1858 | loss: 0.0311026 | val_loss: 0.0311579 | Time: 7716.71 ms [2022-04-02 07:31:30 main:574] : INFO : Epoch 1859 | loss: 0.0311032 | val_loss: 0.0311513 | Time: 8227.57 ms [2022-04-02 07:31:37 main:574] : INFO : Epoch 1860 | loss: 0.0311036 | val_loss: 0.0311492 | Time: 7612.4 ms [2022-04-02 07:31:45 main:574] : INFO : Epoch 1861 | loss: 0.0311004 | val_loss: 0.0311486 | Time: 7780.85 ms [2022-04-02 07:31:53 main:574] : INFO : Epoch 1862 | loss: 0.0310991 | val_loss: 0.0311548 | Time: 7730.35 ms [2022-04-02 07:32:01 main:574] : INFO : Epoch 1863 | loss: 0.0311016 | val_loss: 0.0311527 | Time: 7796.74 ms [2022-04-02 07:32:09 main:574] : INFO : Epoch 1864 | loss: 0.0310985 | val_loss: 0.0311576 | Time: 7931.4 ms [2022-04-02 07:32:17 main:574] : INFO : Epoch 1865 | loss: 0.0310996 | val_loss: 0.031151 | Time: 7850.74 ms [2022-04-02 07:32:24 main:574] : INFO : Epoch 1866 | loss: 0.0310996 | val_loss: 0.0311481 | Time: 7748.9 ms [2022-04-02 07:32:33 main:574] : INFO : Epoch 1867 | loss: 0.0311017 | val_loss: 0.0311507 | Time: 9047.48 ms [2022-04-02 07:32:43 main:574] : INFO : Epoch 1868 | loss: 0.0311033 | val_loss: 0.0311497 | Time: 9307.44 ms [2022-04-02 07:32:51 main:574] : INFO : Epoch 1869 | loss: 0.031103 | val_loss: 0.0311637 | Time: 8031.81 ms [2022-04-02 07:32:59 main:574] : INFO : Epoch 1870 | loss: 0.0311031 | val_loss: 0.0311553 | Time: 7964.54 ms [2022-04-02 07:33:07 main:574] : INFO : Epoch 1871 | loss: 0.0310979 | val_loss: 0.0311482 | Time: 7948.6 ms [2022-04-02 07:33:15 main:574] : INFO : Epoch 1872 | loss: 0.031099 | val_loss: 0.0311526 | Time: 7832.18 ms [2022-04-02 07:33:22 main:574] : INFO : Epoch 1873 | loss: 0.0310998 | val_loss: 0.0311496 | Time: 7868.87 ms [2022-04-02 07:33:31 main:574] : INFO : Epoch 1874 | loss: 0.0310987 | val_loss: 0.031152 | Time: 8202.41 ms [2022-04-02 07:33:39 main:574] : INFO : Epoch 1875 | loss: 0.0311239 | val_loss: 0.0311649 | Time: 8180.79 ms [2022-04-02 07:33:47 main:574] : INFO : Epoch 1876 | loss: 0.0311353 | val_loss: 0.0311555 | Time: 7789.11 ms [2022-04-02 07:33:55 main:574] : INFO : Epoch 1877 | loss: 0.0311298 | val_loss: 0.0311527 | Time: 7934.04 ms [2022-04-02 07:34:02 main:574] : INFO : Epoch 1878 | loss: 0.0311262 | val_loss: 0.0311529 | Time: 7919.73 ms [2022-04-02 07:34:10 main:574] : INFO : Epoch 1879 | loss: 0.0311253 | val_loss: 0.0311521 | Time: 7687.99 ms [2022-04-02 07:34:18 main:574] : INFO : Epoch 1880 | loss: 0.031122 | val_loss: 0.0311563 | Time: 7892.59 ms [2022-04-02 07:34:26 main:574] : INFO : Epoch 1881 | loss: 0.0311199 | val_loss: 0.0311534 | Time: 7775.95 ms [2022-04-02 07:34:33 main:574] : INFO : Epoch 1882 | loss: 0.0311185 | val_loss: 0.0311565 | Time: 7588.76 ms [2022-04-02 07:34:41 main:574] : INFO : Epoch 1883 | loss: 0.031118 | val_loss: 0.0311538 | Time: 7579.62 ms [2022-04-02 07:34:49 main:574] : INFO : Epoch 1884 | loss: 0.031117 | val_loss: 0.03115 | Time: 7548.73 ms [2022-04-02 07:34:56 main:574] : INFO : Epoch 1885 | loss: 0.0311147 | val_loss: 0.0311547 | Time: 7574.38 ms [2022-04-02 07:35:04 main:574] : INFO : Epoch 1886 | loss: 0.0311148 | val_loss: 0.0311561 | Time: 7543.69 ms [2022-04-02 07:35:11 main:574] : INFO : Epoch 1887 | loss: 0.031112 | val_loss: 0.0311536 | Time: 7568.4 ms [2022-04-02 07:35:19 main:574] : INFO : Epoch 1888 | loss: 0.0311099 | val_loss: 0.0311541 | Time: 7614.33 ms [2022-04-02 07:35:27 main:574] : INFO : Epoch 1889 | loss: 0.0311096 | val_loss: 0.031155 | Time: 7739.05 ms [2022-04-02 07:35:34 main:574] : INFO : Epoch 1890 | loss: 0.031109 | val_loss: 0.0311597 | Time: 7483.79 ms [2022-04-02 07:35:42 main:574] : INFO : Epoch 1891 | loss: 0.031109 | val_loss: 0.0311571 | Time: 7522.38 ms [2022-04-02 07:35:50 main:574] : INFO : Epoch 1892 | loss: 0.0311116 | val_loss: 0.0311572 | Time: 7883.56 ms [2022-04-02 07:36:06 main:574] : INFO : Epoch 1893 | loss: 0.0311134 | val_loss: 0.0311652 | Time: 16372.2 ms [2022-04-02 07:36:15 main:574] : INFO : Epoch 1894 | loss: 0.0311129 | val_loss: 0.0311611 | Time: 9223.8 ms [2022-04-02 07:36:23 main:574] : INFO : Epoch 1895 | loss: 0.0311087 | val_loss: 0.0311537 | Time: 7784.74 ms [2022-04-02 07:36:31 main:574] : INFO : Epoch 1896 | loss: 0.0311071 | val_loss: 0.0311552 | Time: 7978.7 ms [2022-04-02 07:36:39 main:574] : INFO : Epoch 1897 | loss: 0.0311076 | val_loss: 0.0311599 | Time: 7968.84 ms [2022-04-02 07:36:46 main:574] : INFO : Epoch 1898 | loss: 0.0311086 | val_loss: 0.0311551 | Time: 7493.31 ms [2022-04-02 07:36:54 main:574] : INFO : Epoch 1899 | loss: 0.0311074 | val_loss: 0.0311604 | Time: 7515.87 ms [2022-04-02 07:37:02 main:574] : INFO : Epoch 1900 | loss: 0.0311068 | val_loss: 0.0311573 | Time: 7749.41 ms [2022-04-02 07:37:11 main:574] : INFO : Epoch 1901 | loss: 0.0311045 | val_loss: 0.031153 | Time: 8803.89 ms [2022-04-02 07:37:18 main:574] : INFO : Epoch 1902 | loss: 0.0311029 | val_loss: 0.0311574 | Time: 7432.69 ms [2022-04-02 07:37:25 main:574] : INFO : Epoch 1903 | loss: 0.0311034 | val_loss: 0.0311632 | Time: 7476.55 ms [2022-04-02 07:37:34 main:574] : INFO : Epoch 1904 | loss: 0.0311021 | val_loss: 0.0311582 | Time: 8083.5 ms [2022-04-02 07:37:44 main:574] : INFO : Epoch 1905 | loss: 0.0311009 | val_loss: 0.0311556 | Time: 10004.6 ms [2022-04-02 07:37:53 main:574] : INFO : Epoch 1906 | loss: 0.0311017 | val_loss: 0.0311582 | Time: 9496.01 ms [2022-04-02 07:38:02 main:574] : INFO : Epoch 1907 | loss: 0.0311039 | val_loss: 0.0311525 | Time: 8609.51 ms [2022-04-02 07:38:09 main:574] : INFO : Epoch 1908 | loss: 0.0311051 | val_loss: 0.0311531 | Time: 7628.37 ms [2022-04-02 07:38:17 main:574] : INFO : Epoch 1909 | loss: 0.0311037 | val_loss: 0.0311569 | Time: 8007.43 ms [2022-04-02 07:38:25 main:574] : INFO : Epoch 1910 | loss: 0.0311044 | val_loss: 0.0311548 | Time: 7759.61 ms [2022-04-02 07:38:33 main:574] : INFO : Epoch 1911 | loss: 0.031104 | val_loss: 0.0311526 | Time: 8026.2 ms [2022-04-02 07:38:41 main:574] : INFO : Epoch 1912 | loss: 0.0311047 | val_loss: 0.0311514 | Time: 7923.66 ms [2022-04-02 07:38:49 main:574] : INFO : Epoch 1913 | loss: 0.0311056 | val_loss: 0.0311546 | Time: 7753.64 ms [2022-04-02 07:38:57 main:574] : INFO : Epoch 1914 | loss: 0.0311044 | val_loss: 0.0311553 | Time: 7705.51 ms [2022-04-02 07:39:04 main:574] : INFO : Epoch 1915 | loss: 0.0311047 | val_loss: 0.0311624 | Time: 7938.68 ms [2022-04-02 07:39:13 main:574] : INFO : Epoch 1916 | loss: 0.0311032 | val_loss: 0.0311547 | Time: 8024.53 ms [2022-04-02 07:39:20 main:574] : INFO : Epoch 1917 | loss: 0.0311049 | val_loss: 0.0311559 | Time: 7792.6 ms [2022-04-02 07:39:28 main:574] : INFO : Epoch 1918 | loss: 0.0311004 | val_loss: 0.0311535 | Time: 8130.3 ms [2022-04-02 07:39:36 main:574] : INFO : Epoch 1919 | loss: 0.0311018 | val_loss: 0.0311518 | Time: 7564.68 ms [2022-04-02 07:39:44 main:574] : INFO : Epoch 1920 | loss: 0.0310995 | val_loss: 0.0311533 | Time: 8053.34 ms [2022-04-02 07:39:52 main:574] : INFO : Epoch 1921 | loss: 0.0310988 | val_loss: 0.03116 | Time: 8277.98 ms [2022-04-02 07:40:00 main:574] : INFO : Epoch 1922 | loss: 0.0310986 | val_loss: 0.0311581 | Time: 7803.09 ms [2022-04-02 07:40:08 main:574] : INFO : Epoch 1923 | loss: 0.0310998 | val_loss: 0.0311562 | Time: 7783.38 ms [2022-04-02 07:40:16 main:574] : INFO : Epoch 1924 | loss: 0.0310977 | val_loss: 0.0311597 | Time: 7666.23 ms [2022-04-02 07:40:23 main:574] : INFO : Epoch 1925 | loss: 0.0310968 | val_loss: 0.031171 | Time: 7276.82 ms [2022-04-02 07:40:31 main:574] : INFO : Epoch 1926 | loss: 0.0310963 | val_loss: 0.0311634 | Time: 7521.49 ms [2022-04-02 07:40:38 main:574] : INFO : Epoch 1927 | loss: 0.0310981 | val_loss: 0.0311504 | Time: 7808.25 ms [2022-04-02 07:40:46 main:574] : INFO : Epoch 1928 | loss: 0.0310986 | val_loss: 0.0311553 | Time: 7599.16 ms [2022-04-02 07:40:54 main:574] : INFO : Epoch 1929 | loss: 0.0310976 | val_loss: 0.0311655 | Time: 8123.26 ms [2022-04-02 07:41:02 main:574] : INFO : Epoch 1930 | loss: 0.0310968 | val_loss: 0.0311553 | Time: 7848.68 ms [2022-04-02 07:41:10 main:574] : INFO : Epoch 1931 | loss: 0.0310965 | val_loss: 0.0311567 | Time: 7757.78 ms [2022-04-02 07:41:17 main:574] : INFO : Epoch 1932 | loss: 0.0310948 | val_loss: 0.0311643 | Time: 7602.15 ms [2022-04-02 07:41:25 main:574] : INFO : Epoch 1933 | loss: 0.0310947 | val_loss: 0.0311617 | Time: 7738.05 ms [2022-04-02 07:41:33 main:574] : INFO : Epoch 1934 | loss: 0.0310936 | val_loss: 0.0311542 | Time: 7687.05 ms [2022-04-02 07:41:40 main:574] : INFO : Epoch 1935 | loss: 0.0310939 | val_loss: 0.0311651 | Time: 7445.4 ms [2022-04-02 07:41:48 main:574] : INFO : Epoch 1936 | loss: 0.0310976 | val_loss: 0.0311532 | Time: 7714.41 ms [2022-04-02 07:41:55 main:574] : INFO : Epoch 1937 | loss: 0.0311 | val_loss: 0.0311559 | Time: 7542.17 ms [2022-04-02 07:42:03 main:574] : INFO : Epoch 1938 | loss: 0.031101 | val_loss: 0.031161 | Time: 7434.7 ms [2022-04-02 07:42:10 main:574] : INFO : Epoch 1939 | loss: 0.0311041 | val_loss: 0.0311523 | Time: 7509.52 ms [2022-04-02 07:42:18 main:574] : INFO : Epoch 1940 | loss: 0.0310984 | val_loss: 0.0311544 | Time: 7682.03 ms [2022-04-02 07:42:26 main:574] : INFO : Epoch 1941 | loss: 0.0310969 | val_loss: 0.0311564 | Time: 7827.87 ms [2022-04-02 07:42:34 main:574] : INFO : Epoch 1942 | loss: 0.0310941 | val_loss: 0.031159 | Time: 7823.96 ms [2022-04-02 07:42:42 main:574] : INFO : Epoch 1943 | loss: 0.0310936 | val_loss: 0.0311634 | Time: 8311 ms [2022-04-02 07:42:50 main:574] : INFO : Epoch 1944 | loss: 0.0310945 | val_loss: 0.0311555 | Time: 7785.1 ms [2022-04-02 07:42:57 main:574] : INFO : Epoch 1945 | loss: 0.0310976 | val_loss: 0.0311531 | Time: 7540.71 ms [2022-04-02 07:43:05 main:574] : INFO : Epoch 1946 | loss: 0.0310971 | val_loss: 0.0311528 | Time: 7835.28 ms [2022-04-02 07:43:13 main:574] : INFO : Epoch 1947 | loss: 0.0310985 | val_loss: 0.0311579 | Time: 7988.01 ms [2022-04-02 07:43:21 main:574] : INFO : Epoch 1948 | loss: 0.0310998 | val_loss: 0.031156 | Time: 7845.09 ms [2022-04-02 07:43:29 main:574] : INFO : Epoch 1949 | loss: 0.0310965 | val_loss: 0.0311534 | Time: 7775.48 ms [2022-04-02 07:43:37 main:574] : INFO : Epoch 1950 | loss: 0.031099 | val_loss: 0.0311524 | Time: 7826.81 ms [2022-04-02 07:43:45 main:574] : INFO : Epoch 1951 | loss: 0.0310996 | val_loss: 0.031152 | Time: 7815.86 ms [2022-04-02 07:43:53 main:574] : INFO : Epoch 1952 | loss: 0.031099 | val_loss: 0.0311609 | Time: 8157.98 ms [2022-04-02 07:44:01 main:574] : INFO : Epoch 1953 | loss: 0.0310977 | val_loss: 0.0311565 | Time: 8006.78 ms [2022-04-02 07:44:09 main:574] : INFO : Epoch 1954 | loss: 0.0310956 | val_loss: 0.0311504 | Time: 7957.09 ms [2022-04-02 07:44:17 main:574] : INFO : Epoch 1955 | loss: 0.0310958 | val_loss: 0.0311569 | Time: 7841.62 ms [2022-04-02 07:44:24 main:574] : INFO : Epoch 1956 | loss: 0.0310972 | val_loss: 0.0311604 | Time: 7487.81 ms [2022-04-02 07:44:32 main:574] : INFO : Epoch 1957 | loss: 0.0310936 | val_loss: 0.0311552 | Time: 7662.7 ms [2022-04-02 07:44:40 main:574] : INFO : Epoch 1958 | loss: 0.0310927 | val_loss: 0.0311529 | Time: 7742.85 ms [2022-04-02 07:44:47 main:574] : INFO : Epoch 1959 | loss: 0.0310947 | val_loss: 0.0311725 | Time: 7559.67 ms [2022-04-02 07:44:55 main:574] : INFO : Epoch 1960 | loss: 0.0310966 | val_loss: 0.0311632 | Time: 7532.85 ms [2022-04-02 07:45:02 main:574] : INFO : Epoch 1961 | loss: 0.0310947 | val_loss: 0.0311561 | Time: 7478.38 ms [2022-04-02 07:45:10 main:574] : INFO : Epoch 1962 | loss: 0.0310958 | val_loss: 0.0311541 | Time: 7487.15 ms [2022-04-02 07:45:17 main:574] : INFO : Epoch 1963 | loss: 0.0310943 | val_loss: 0.0311515 | Time: 7624.63 ms [2022-04-02 07:45:25 main:574] : INFO : Epoch 1964 | loss: 0.0310953 | val_loss: 0.031153 | Time: 7601.86 ms [2022-04-02 07:45:32 main:574] : INFO : Epoch 1965 | loss: 0.0310954 | val_loss: 0.0311536 | Time: 7627.67 ms [2022-04-02 07:45:40 main:574] : INFO : Epoch 1966 | loss: 0.031094 | val_loss: 0.0311599 | Time: 7651.84 ms [2022-04-02 07:45:48 main:574] : INFO : Epoch 1967 | loss: 0.0310907 | val_loss: 0.0311598 | Time: 7370.26 ms [2022-04-02 07:45:55 main:574] : INFO : Epoch 1968 | loss: 0.0310907 | val_loss: 0.0311534 | Time: 7593.77 ms [2022-04-02 07:46:03 main:574] : INFO : Epoch 1969 | loss: 0.0310928 | val_loss: 0.0311599 | Time: 7723.39 ms [2022-04-02 07:46:11 main:574] : INFO : Epoch 1970 | loss: 0.0310924 | val_loss: 0.03116 | Time: 7709.72 ms [2022-04-02 07:46:18 main:574] : INFO : Epoch 1971 | loss: 0.0310938 | val_loss: 0.0311577 | Time: 7378.65 ms [2022-04-02 07:46:26 main:574] : INFO : Epoch 1972 | loss: 0.0310979 | val_loss: 0.031162 | Time: 7763.55 ms [2022-04-02 07:46:34 main:574] : INFO : Epoch 1973 | loss: 0.0310984 | val_loss: 0.0311651 | Time: 8084.36 ms [2022-04-02 07:46:42 main:574] : INFO : Epoch 1974 | loss: 0.0311027 | val_loss: 0.0311583 | Time: 8450.19 ms [2022-04-02 07:46:50 main:574] : INFO : Epoch 1975 | loss: 0.0311063 | val_loss: 0.0311585 | Time: 7669.04 ms [2022-04-02 07:46:57 main:574] : INFO : Epoch 1976 | loss: 0.0311056 | val_loss: 0.0311529 | Time: 7432 ms [2022-04-02 07:47:06 main:574] : INFO : Epoch 1977 | loss: 0.0311124 | val_loss: 0.0311514 | Time: 8238.14 ms [2022-04-02 07:47:14 main:574] : INFO : Epoch 1978 | loss: 0.0311154 | val_loss: 0.0311487 | Time: 8013.37 ms [2022-04-02 07:47:21 main:574] : INFO : Epoch 1979 | loss: 0.0311134 | val_loss: 0.0311515 | Time: 7371.97 ms [2022-04-02 07:47:29 main:574] : INFO : Epoch 1980 | loss: 0.0311084 | val_loss: 0.031159 | Time: 7570.5 ms [2022-04-02 07:47:36 main:574] : INFO : Epoch 1981 | loss: 0.031107 | val_loss: 0.0311534 | Time: 7645.8 ms [2022-04-02 07:47:46 main:574] : INFO : Epoch 1982 | loss: 0.0311054 | val_loss: 0.0311493 | Time: 9280.45 ms [2022-04-02 07:47:54 main:574] : INFO : Epoch 1983 | loss: 0.0311041 | val_loss: 0.0311565 | Time: 8365.81 ms [2022-04-02 07:48:02 main:574] : INFO : Epoch 1984 | loss: 0.0311038 | val_loss: 0.0311547 | Time: 8190.01 ms [2022-04-02 07:48:10 main:574] : INFO : Epoch 1985 | loss: 0.0311069 | val_loss: 0.0311525 | Time: 7947.7 ms [2022-04-02 07:48:18 main:574] : INFO : Epoch 1986 | loss: 0.0311016 | val_loss: 0.031158 | Time: 7793.13 ms [2022-04-02 07:48:26 main:574] : INFO : Epoch 1987 | loss: 0.0311024 | val_loss: 0.0311497 | Time: 7711.85 ms [2022-04-02 07:48:33 main:574] : INFO : Epoch 1988 | loss: 0.0311027 | val_loss: 0.0311564 | Time: 7803.17 ms [2022-04-02 07:48:41 main:574] : INFO : Epoch 1989 | loss: 0.0311085 | val_loss: 0.0311545 | Time: 7990.14 ms [2022-04-02 07:48:49 main:574] : INFO : Epoch 1990 | loss: 0.03111 | val_loss: 0.0311549 | Time: 7471.97 ms [2022-04-02 07:48:57 main:574] : INFO : Epoch 1991 | loss: 0.0311074 | val_loss: 0.0311547 | Time: 7598.51 ms [2022-04-02 07:49:04 main:574] : INFO : Epoch 1992 | loss: 0.031106 | val_loss: 0.0311505 | Time: 7696.67 ms [2022-04-02 07:49:12 main:574] : INFO : Epoch 1993 | loss: 0.0311055 | val_loss: 0.0311575 | Time: 7940.03 ms [2022-04-02 07:49:20 main:574] : INFO : Epoch 1994 | loss: 0.0311029 | val_loss: 0.0311529 | Time: 7810.48 ms [2022-04-02 07:49:28 main:574] : INFO : Epoch 1995 | loss: 0.0311024 | val_loss: 0.0311552 | Time: 7967.41 ms [2022-04-02 07:49:36 main:574] : INFO : Epoch 1996 | loss: 0.0311008 | val_loss: 0.0311579 | Time: 7540.96 ms [2022-04-02 07:49:43 main:574] : INFO : Epoch 1997 | loss: 0.0310999 | val_loss: 0.0311522 | Time: 7735.13 ms [2022-04-02 07:49:51 main:574] : INFO : Epoch 1998 | loss: 0.031098 | val_loss: 0.0311612 | Time: 7882.31 ms [2022-04-02 07:49:59 main:574] : INFO : Epoch 1999 | loss: 0.0310982 | val_loss: 0.031157 | Time: 7895.93 ms [2022-04-02 07:50:10 main:574] : INFO : Epoch 2000 | loss: 0.0310973 | val_loss: 0.0311561 | Time: 10941.6 ms [2022-04-02 07:50:20 main:574] : INFO : Epoch 2001 | loss: 0.0311003 | val_loss: 0.0311535 | Time: 9734.78 ms [2022-04-02 07:50:28 main:574] : INFO : Epoch 2002 | loss: 0.031103 | val_loss: 0.0311524 | Time: 8230.38 ms [2022-04-02 07:50:36 main:574] : INFO : Epoch 2003 | loss: 0.0310991 | val_loss: 0.0311581 | Time: 7946.1 ms [2022-04-02 07:50:44 main:574] : INFO : Epoch 2004 | loss: 0.031098 | val_loss: 0.0311603 | Time: 8096.01 ms [2022-04-02 07:50:52 main:574] : INFO : Epoch 2005 | loss: 0.0310982 | val_loss: 0.0311553 | Time: 7593.2 ms [2022-04-02 07:50:59 main:574] : INFO : Epoch 2006 | loss: 0.0310959 | val_loss: 0.0311594 | Time: 7364.64 ms [2022-04-02 07:51:07 main:574] : INFO : Epoch 2007 | loss: 0.0310954 | val_loss: 0.0311586 | Time: 7930.17 ms [2022-04-02 07:51:15 main:574] : INFO : Epoch 2008 | loss: 0.0310944 | val_loss: 0.0311607 | Time: 7570.48 ms [2022-04-02 07:51:22 main:574] : INFO : Epoch 2009 | loss: 0.0310956 | val_loss: 0.031157 | Time: 7610.1 ms [2022-04-02 07:51:30 main:574] : INFO : Epoch 2010 | loss: 0.0310953 | val_loss: 0.031158 | Time: 7476.82 ms [2022-04-02 07:51:37 main:574] : INFO : Epoch 2011 | loss: 0.0310989 | val_loss: 0.0311573 | Time: 7673.48 ms [2022-04-02 07:51:45 main:574] : INFO : Epoch 2012 | loss: 0.0311012 | val_loss: 0.0311621 | Time: 7962.79 ms [2022-04-02 07:51:53 main:574] : INFO : Epoch 2013 | loss: 0.0311044 | val_loss: 0.0311562 | Time: 7801.07 ms [2022-04-02 07:52:02 main:574] : INFO : Epoch 2014 | loss: 0.0311001 | val_loss: 0.0311626 | Time: 8857.55 ms [2022-04-02 07:52:10 main:574] : INFO : Epoch 2015 | loss: 0.0311006 | val_loss: 0.031158 | Time: 8167.69 ms [2022-04-02 07:52:18 main:574] : INFO : Epoch 2016 | loss: 0.0310972 | val_loss: 0.0311611 | Time: 7738.02 ms [2022-04-02 07:52:26 main:574] : INFO : Epoch 2017 | loss: 0.031095 | val_loss: 0.0311649 | Time: 7702.17 ms [2022-04-02 07:52:33 main:574] : INFO : Epoch 2018 | loss: 0.0310983 | val_loss: 0.0311533 | Time: 7542.13 ms [2022-04-02 07:52:41 main:574] : INFO : Epoch 2019 | loss: 0.0310975 | val_loss: 0.0311543 | Time: 8138.11 ms [2022-04-02 07:52:49 main:574] : INFO : Epoch 2020 | loss: 0.0311007 | val_loss: 0.0311581 | Time: 7980.88 ms [2022-04-02 07:52:57 main:574] : INFO : Epoch 2021 | loss: 0.0311002 | val_loss: 0.0311594 | Time: 7577.77 ms [2022-04-02 07:53:05 main:574] : INFO : Epoch 2022 | loss: 0.0310995 | val_loss: 0.0311666 | Time: 7677.09 ms [2022-04-02 07:53:12 main:574] : INFO : Epoch 2023 | loss: 0.0311015 | val_loss: 0.0311686 | Time: 7441.7 ms [2022-04-02 07:53:20 main:574] : INFO : Epoch 2024 | loss: 0.0310986 | val_loss: 0.0311595 | Time: 7749.72 ms [2022-04-02 07:53:28 main:574] : INFO : Epoch 2025 | loss: 0.0310975 | val_loss: 0.0311558 | Time: 7963.24 ms [2022-04-02 07:53:35 main:574] : INFO : Epoch 2026 | loss: 0.0311038 | val_loss: 0.0311574 | Time: 7562.86 ms [2022-04-02 07:53:43 main:574] : INFO : Epoch 2027 | loss: 0.0311045 | val_loss: 0.0311563 | Time: 7918.66 ms [2022-04-02 07:53:51 main:574] : INFO : Epoch 2028 | loss: 0.0311017 | val_loss: 0.0311626 | Time: 8008.95 ms [2022-04-02 07:53:59 main:574] : INFO : Epoch 2029 | loss: 0.0311054 | val_loss: 0.03116 | Time: 8018.05 ms [2022-04-02 07:54:07 main:574] : INFO : Epoch 2030 | loss: 0.0311038 | val_loss: 0.0311598 | Time: 7784.37 ms [2022-04-02 07:54:15 main:574] : INFO : Epoch 2031 | loss: 0.0311003 | val_loss: 0.0311502 | Time: 7760.57 ms [2022-04-02 07:54:22 main:574] : INFO : Epoch 2032 | loss: 0.0310988 | val_loss: 0.0311581 | Time: 7422.27 ms [2022-04-02 07:54:30 main:574] : INFO : Epoch 2033 | loss: 0.0310951 | val_loss: 0.0311565 | Time: 7703.34 ms [2022-04-02 07:54:37 main:574] : INFO : Epoch 2034 | loss: 0.0311022 | val_loss: 0.0311552 | Time: 7523.19 ms [2022-04-02 07:54:45 main:574] : INFO : Epoch 2035 | loss: 0.0311137 | val_loss: 0.0311577 | Time: 7653.83 ms [2022-04-02 07:54:53 main:574] : INFO : Epoch 2036 | loss: 0.0311112 | val_loss: 0.0311567 | Time: 7468.28 ms [2022-04-02 07:55:00 main:574] : INFO : Epoch 2037 | loss: 0.0311104 | val_loss: 0.0311473 | Time: 7555.35 ms [2022-04-02 07:55:08 main:574] : INFO : Epoch 2038 | loss: 0.031107 | val_loss: 0.0311561 | Time: 7584.95 ms [2022-04-02 07:55:15 main:574] : INFO : Epoch 2039 | loss: 0.031107 | val_loss: 0.0311543 | Time: 7729.12 ms [2022-04-02 07:55:23 main:574] : INFO : Epoch 2040 | loss: 0.0311022 | val_loss: 0.0311475 | Time: 7640.9 ms [2022-04-02 07:55:31 main:574] : INFO : Epoch 2041 | loss: 0.0311039 | val_loss: 0.031159 | Time: 7593.86 ms [2022-04-02 07:55:39 main:574] : INFO : Epoch 2042 | loss: 0.0311015 | val_loss: 0.0311486 | Time: 7818.44 ms [2022-04-02 07:55:46 main:574] : INFO : Epoch 2043 | loss: 0.0311007 | val_loss: 0.0311615 | Time: 7573.63 ms [2022-04-02 07:55:54 main:574] : INFO : Epoch 2044 | loss: 0.0310992 | val_loss: 0.0311563 | Time: 7802.18 ms [2022-04-02 07:56:02 main:574] : INFO : Epoch 2045 | loss: 0.0311002 | val_loss: 0.0311519 | Time: 7602.03 ms [2022-04-02 07:56:09 main:574] : INFO : Epoch 2046 | loss: 0.0311014 | val_loss: 0.0311669 | Time: 7723.88 ms [2022-04-02 07:56:17 main:574] : INFO : Epoch 2047 | loss: 0.0311022 | val_loss: 0.0311581 | Time: 7817.72 ms [2022-04-02 07:56:25 main:574] : INFO : Epoch 2048 | loss: 0.0310998 | val_loss: 0.0311545 | Time: 7423.13 ms [2022-04-02 07:56:25 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311545 [2022-04-02 07:56:25 main:603] : INFO : Saving end state to config to file [2022-04-02 07:56:25 main:608] : INFO : Success, exiting.. 07:56:25 (3204): called boinc_finish(0) </stderr_txt> ]]>
©2022 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)