Task 9432599
| Name | ParityModified-1638639308-1343-0_0 |
| Workunit | 6848712 |
| Created | 4 Dec 2021, 17:35:11 UTC |
| Sent | 14 Dec 2021, 15:26:44 UTC |
| Report deadline | 22 Dec 2021, 15:26:44 UTC |
| Received | 10 Jan 2022, 8:58:51 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 17492 |
| Run time | 2 hours 32 min 17 sec |
| CPU time | 2 hours 29 min 44 sec |
| Validate state | Task was reported too late to validate |
| Credit | 0.00 |
| Device peak FLOPS | 1,912.04 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.60 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 2022-01-10 09:26:49 main:574] : INFO : Epoch 1545 | loss: 0.0311664 | val_loss: 0.0311681 | Time: 2960.39 ms [2022-01-10 09:26:52 main:574] : INFO : Epoch 1546 | loss: 0.0311665 | val_loss: 0.0311683 | Time: 2971.49 ms [2022-01-10 09:26:55 main:574] : INFO : Epoch 1547 | loss: 0.031169 | val_loss: 0.0311717 | Time: 2706.72 ms [2022-01-10 09:26:58 main:574] : INFO : Epoch 1548 | loss: 0.0311681 | val_loss: 0.0311623 | Time: 3599.53 ms [2022-01-10 09:27:01 main:574] : INFO : Epoch 1549 | loss: 0.0311655 | val_loss: 0.031173 | Time: 2464.92 ms [2022-01-10 09:27:04 main:574] : INFO : Epoch 1550 | loss: 0.0311741 | val_loss: 0.0311628 | Time: 3279.37 ms [2022-01-10 09:27:07 main:574] : INFO : Epoch 1551 | loss: 0.0311695 | val_loss: 0.031164 | Time: 3053.6 ms [2022-01-10 09:27:10 main:574] : INFO : Epoch 1552 | loss: 0.0311677 | val_loss: 0.0311634 | Time: 2599.03 ms [2022-01-10 09:27:13 main:574] : INFO : Epoch 1553 | loss: 0.0311717 | val_loss: 0.0311721 | Time: 3751.36 ms [2022-01-10 09:27:16 main:574] : INFO : Epoch 1554 | loss: 0.0311765 | val_loss: 0.0311644 | Time: 2495.7 ms [2022-01-10 09:27:19 main:574] : INFO : Epoch 1555 | loss: 0.0311649 | val_loss: 0.0311618 | Time: 3235.87 ms [2022-01-10 09:27:23 main:574] : INFO : Epoch 1556 | loss: 0.0311623 | val_loss: 0.03116 | Time: 4091.12 ms [2022-01-10 09:27:26 main:574] : INFO : Epoch 1557 | loss: 0.0311599 | val_loss: 0.0311579 | Time: 2885.97 ms [2022-01-10 09:27:29 main:574] : INFO : Epoch 1558 | loss: 0.0311621 | val_loss: 0.0311651 | Time: 3113.91 ms [2022-01-10 09:27:37 main:574] : INFO : Epoch 1559 | loss: 0.0311617 | val_loss: 0.031158 | Time: 8077.03 ms [2022-01-10 09:27:45 main:574] : INFO : Epoch 1560 | loss: 0.0311588 | val_loss: 0.0311583 | Time: 7411.05 ms [2022-01-10 09:27:51 main:574] : INFO : Epoch 1561 | loss: 0.0311657 | val_loss: 0.0311728 | Time: 6687.03 ms [2022-01-10 09:27:57 main:574] : INFO : Epoch 1562 | loss: 0.0311599 | val_loss: 0.0311601 | Time: 6037.92 ms [2022-01-10 09:28:03 main:574] : INFO : Epoch 1563 | loss: 0.0311558 | val_loss: 0.0311559 | Time: 5835.01 ms [2022-01-10 09:28:08 main:574] : INFO : Epoch 1564 | loss: 0.0311547 | val_loss: 0.0311535 | Time: 5038.68 ms [2022-01-10 09:28:14 main:574] : INFO : Epoch 1565 | loss: 0.0311537 | val_loss: 0.0311534 | Time: 5672.52 ms [2022-01-10 09:28:19 main:574] : INFO : Epoch 1566 | loss: 0.0311532 | val_loss: 0.0311536 | Time: 4878.31 ms [2022-01-10 09:28:23 main:574] : INFO : Epoch 1567 | loss: 0.0311575 | val_loss: 0.0311572 | Time: 4563.66 ms [2022-01-10 09:28:28 main:574] : INFO : Epoch 1568 | loss: 0.0311604 | val_loss: 0.0311528 | Time: 4238.15 ms [2022-01-10 09:28:31 main:574] : INFO : Epoch 1569 | loss: 0.0311534 | val_loss: 0.0311545 | Time: 3799.47 ms [2022-01-10 09:28:36 main:574] : INFO : Epoch 1570 | loss: 0.0311542 | val_loss: 0.0311542 | Time: 4202.14 ms [2022-01-10 09:28:40 main:574] : INFO : Epoch 1571 | loss: 0.0311505 | val_loss: 0.0311491 | Time: 4161.7 ms [2022-01-10 09:28:44 main:574] : INFO : Epoch 1572 | loss: 0.0311749 | val_loss: 0.0311684 | Time: 4605.93 ms [2022-01-10 09:28:49 main:574] : INFO : Epoch 1573 | loss: 0.0311727 | val_loss: 0.0311606 | Time: 4669.2 ms [2022-01-10 09:28:54 main:574] : INFO : Epoch 1574 | loss: 0.0311651 | val_loss: 0.0311637 | Time: 4605.86 ms [2022-01-10 09:28:58 main:574] : INFO : Epoch 1575 | loss: 0.0311612 | val_loss: 0.0311556 | Time: 4230.22 ms [2022-01-10 09:29:03 main:574] : INFO : Epoch 1576 | loss: 0.0311572 | val_loss: 0.031155 | Time: 5097.68 ms [2022-01-10 09:29:07 main:574] : INFO : Epoch 1577 | loss: 0.031155 | val_loss: 0.03115 | Time: 4073.82 ms [2022-01-10 09:29:12 main:574] : INFO : Epoch 1578 | loss: 0.0311551 | val_loss: 0.0311514 | Time: 4687 ms [2022-01-10 09:29:16 main:574] : INFO : Epoch 1579 | loss: 0.0311604 | val_loss: 0.0311529 | Time: 3968.69 ms [2022-01-10 09:29:20 main:574] : INFO : Epoch 1580 | loss: 0.0311554 | val_loss: 0.0311468 | Time: 4075.75 ms [2022-01-10 09:29:25 main:574] : INFO : Epoch 1581 | loss: 0.0311489 | val_loss: 0.0311477 | Time: 4593.66 ms [2022-01-10 09:29:29 main:574] : INFO : Epoch 1582 | loss: 0.0311494 | val_loss: 0.0311519 | Time: 4731.08 ms [2022-01-10 09:29:33 main:574] : INFO : Epoch 1583 | loss: 0.0311456 | val_loss: 0.0311466 | Time: 4139.31 ms [2022-01-10 09:29:37 main:574] : INFO : Epoch 1584 | loss: 0.0311441 | val_loss: 0.0311496 | Time: 3877.68 ms [2022-01-10 09:29:41 main:574] : INFO : Epoch 1585 | loss: 0.0311504 | val_loss: 0.0311617 | Time: 4169.2 ms [2022-01-10 09:29:45 main:574] : INFO : Epoch 1586 | loss: 0.0311562 | val_loss: 0.0311547 | Time: 3970.53 ms [2022-01-10 09:29:50 main:574] : INFO : Epoch 1587 | loss: 0.0311516 | val_loss: 0.0311559 | Time: 4771.02 ms [2022-01-10 09:29:55 main:574] : INFO : Epoch 1588 | loss: 0.0311495 | val_loss: 0.0311667 | Time: 5198.47 ms [2022-01-10 09:30:01 main:574] : INFO : Epoch 1589 | loss: 0.0311539 | val_loss: 0.0311527 | Time: 5518.52 ms [2022-01-10 09:30:05 main:574] : INFO : Epoch 1590 | loss: 0.0311467 | val_loss: 0.0311445 | Time: 4211.41 ms [2022-01-10 09:30:09 main:574] : INFO : Epoch 1591 | loss: 0.0311376 | val_loss: 0.0311437 | Time: 4255.99 ms [2022-01-10 09:30:13 main:574] : INFO : Epoch 1592 | loss: 0.0311369 | val_loss: 0.0311376 | Time: 3811.81 ms [2022-01-10 09:30:16 main:574] : INFO : Epoch 1593 | loss: 0.0311321 | val_loss: 0.0311432 | Time: 3230.24 ms [2022-01-10 09:30:20 main:574] : INFO : Epoch 1594 | loss: 0.0311311 | val_loss: 0.0311364 | Time: 3695.9 ms [2022-01-10 09:30:25 main:574] : INFO : Epoch 1595 | loss: 0.0311303 | val_loss: 0.0311373 | Time: 4402.01 ms [2022-01-10 09:30:28 main:574] : INFO : Epoch 1596 | loss: 0.0311352 | val_loss: 0.0311464 | Time: 3606.5 ms [2022-01-10 09:30:32 main:574] : INFO : Epoch 1597 | loss: 0.0311321 | val_loss: 0.0311477 | Time: 3474.59 ms [2022-01-10 09:30:35 main:574] : INFO : Epoch 1598 | loss: 0.0311308 | val_loss: 0.0311354 | Time: 3556.48 ms [2022-01-10 09:30:39 main:574] : INFO : Epoch 1599 | loss: 0.0311274 | val_loss: 0.0311367 | Time: 3721.03 ms [2022-01-10 09:30:42 main:574] : INFO : Epoch 1600 | loss: 0.0311291 | val_loss: 0.0311335 | Time: 2552.84 ms [2022-01-10 09:30:45 main:574] : INFO : Epoch 1601 | loss: 0.0311266 | val_loss: 0.0311317 | Time: 3414.54 ms [2022-01-10 09:30:48 main:574] : INFO : Epoch 1602 | loss: 0.0311273 | val_loss: 0.0311326 | Time: 3084.92 ms [2022-01-10 09:30:51 main:574] : INFO : Epoch 1603 | loss: 0.0311291 | val_loss: 0.0311262 | Time: 2554.14 ms [2022-01-10 09:30:54 main:574] : INFO : Epoch 1604 | loss: 0.0311208 | val_loss: 0.0311272 | Time: 3623.59 ms [2022-01-10 09:30:57 main:574] : INFO : Epoch 1605 | loss: 0.0311268 | val_loss: 0.0311249 | Time: 2385.65 ms [2022-01-10 09:31:00 main:574] : INFO : Epoch 1606 | loss: 0.0311192 | val_loss: 0.0311325 | Time: 3352.18 ms [2022-01-10 09:31:03 main:574] : INFO : Epoch 1607 | loss: 0.0311191 | val_loss: 0.0311274 | Time: 2812.34 ms [2022-01-10 09:31:05 main:574] : INFO : Epoch 1608 | loss: 0.0311178 | val_loss: 0.0311281 | Time: 2658.47 ms [2022-01-10 09:31:09 main:574] : INFO : Epoch 1609 | loss: 0.0311195 | val_loss: 0.0311238 | Time: 3741.73 ms [2022-01-10 09:31:12 main:574] : INFO : Epoch 1610 | loss: 0.0311196 | val_loss: 0.031124 | Time: 2633.73 ms [2022-01-10 09:31:15 main:574] : INFO : Epoch 1611 | loss: 0.0311124 | val_loss: 0.0311251 | Time: 3142.78 ms [2022-01-10 09:31:18 main:574] : INFO : Epoch 1612 | loss: 0.0311134 | val_loss: 0.0311298 | Time: 2758.93 ms [2022-01-10 09:31:21 main:574] : INFO : Epoch 1613 | loss: 0.031119 | val_loss: 0.0311256 | Time: 2899.15 ms [2022-01-10 09:31:24 main:574] : INFO : Epoch 1614 | loss: 0.0311096 | val_loss: 0.0311176 | Time: 3645.15 ms [2022-01-10 09:31:27 main:574] : INFO : Epoch 1615 | loss: 0.0311067 | val_loss: 0.0311193 | Time: 2573.85 ms [2022-01-10 09:31:30 main:574] : INFO : Epoch 1616 | loss: 0.031109 | val_loss: 0.0311223 | Time: 3145.31 ms [2022-01-10 09:31:33 main:574] : INFO : Epoch 1617 | loss: 0.0311069 | val_loss: 0.031115 | Time: 2819.82 ms [2022-01-10 09:31:36 main:574] : INFO : Epoch 1618 | loss: 0.0311149 | val_loss: 0.0311173 | Time: 3348.71 ms [2022-01-10 09:31:40 main:574] : INFO : Epoch 1619 | loss: 0.0311153 | val_loss: 0.0311299 | Time: 3582.13 ms [2022-01-10 09:31:42 main:574] : INFO : Epoch 1620 | loss: 0.0311022 | val_loss: 0.0311144 | Time: 2508.61 ms [2022-01-10 09:31:46 main:574] : INFO : Epoch 1621 | loss: 0.031101 | val_loss: 0.0311157 | Time: 3194.08 ms [2022-01-10 09:31:49 main:574] : INFO : Epoch 1622 | loss: 0.0311006 | val_loss: 0.0311177 | Time: 3373.83 ms [2022-01-10 09:31:51 main:574] : INFO : Epoch 1623 | loss: 0.0311068 | val_loss: 0.0311147 | Time: 2433.15 ms [2022-01-10 09:31:55 main:574] : INFO : Epoch 1624 | loss: 0.0311059 | val_loss: 0.0311606 | Time: 3635.89 ms [2022-01-10 09:31:57 main:574] : INFO : Epoch 1625 | loss: 0.0311154 | val_loss: 0.0311138 | Time: 2456.1 ms [2022-01-10 09:32:00 main:574] : INFO : Epoch 1626 | loss: 0.0311001 | val_loss: 0.0311126 | Time: 3010.22 ms [2022-01-10 09:32:04 main:574] : INFO : Epoch 1627 | loss: 0.0310989 | val_loss: 0.0311113 | Time: 3147.16 ms [2022-01-10 09:32:06 main:574] : INFO : Epoch 1628 | loss: 0.0311011 | val_loss: 0.0311147 | Time: 2514.94 ms [2022-01-10 09:32:10 main:574] : INFO : Epoch 1629 | loss: 0.0311017 | val_loss: 0.0311113 | Time: 3552.03 ms [2022-01-10 09:32:12 main:574] : INFO : Epoch 1630 | loss: 0.0310998 | val_loss: 0.0311154 | Time: 2528.32 ms [2022-01-10 09:32:15 main:574] : INFO : Epoch 1631 | loss: 0.031097 | val_loss: 0.0311016 | Time: 3149.85 ms [2022-01-10 09:32:18 main:574] : INFO : Epoch 1632 | loss: 0.031093 | val_loss: 0.0311053 | Time: 2942.87 ms [2022-01-10 09:32:21 main:574] : INFO : Epoch 1633 | loss: 0.0310993 | val_loss: 0.0311021 | Time: 2607.89 ms [2022-01-10 09:32:25 main:574] : INFO : Epoch 1634 | loss: 0.0310883 | val_loss: 0.0311001 | Time: 3614.23 ms [2022-01-10 09:32:27 main:574] : INFO : Epoch 1635 | loss: 0.0310991 | val_loss: 0.0311087 | Time: 2479.76 ms [2022-01-10 09:32:30 main:574] : INFO : Epoch 1636 | loss: 0.0310989 | val_loss: 0.0311053 | Time: 3288.35 ms [2022-01-10 09:32:33 main:574] : INFO : Epoch 1637 | loss: 0.0310926 | val_loss: 0.0311019 | Time: 2790.4 ms [2022-01-10 09:32:36 main:574] : INFO : Epoch 1638 | loss: 0.0310881 | val_loss: 0.0310949 | Time: 2740.14 ms [2022-01-10 09:32:39 main:574] : INFO : Epoch 1639 | loss: 0.0310904 | val_loss: 0.0311217 | Time: 3502.76 ms [2022-01-10 09:32:42 main:574] : INFO : Epoch 1640 | loss: 0.0310887 | val_loss: 0.0311166 | Time: 2469.42 ms [2022-01-10 09:32:45 main:574] : INFO : Epoch 1641 | loss: 0.0310845 | val_loss: 0.0311039 | Time: 3396.75 ms [2022-01-10 09:32:48 main:574] : INFO : Epoch 1642 | loss: 0.0310874 | val_loss: 0.0310925 | Time: 2603.11 ms [2022-01-10 09:32:51 main:574] : INFO : Epoch 1643 | loss: 0.0310939 | val_loss: 0.0310877 | Time: 2944.59 ms [2022-01-10 09:32:54 main:574] : INFO : Epoch 1644 | loss: 0.03108 | val_loss: 0.0310829 | Time: 3467.84 ms [2022-01-10 09:32:57 main:574] : INFO : Epoch 1645 | loss: 0.0310685 | val_loss: 0.0310858 | Time: 2444.37 ms [2022-01-10 09:33:00 main:574] : INFO : Epoch 1646 | loss: 0.0310685 | val_loss: 0.0310916 | Time: 3649.08 ms [2022-01-10 09:33:03 main:574] : INFO : Epoch 1647 | loss: 0.0310693 | val_loss: 0.0310774 | Time: 2742.06 ms [2022-01-10 09:33:06 main:574] : INFO : Epoch 1648 | loss: 0.0310649 | val_loss: 0.0310862 | Time: 2841.63 ms [2022-01-10 09:33:09 main:574] : INFO : Epoch 1649 | loss: 0.0310538 | val_loss: 0.0310786 | Time: 3466.29 ms [2022-01-10 09:33:12 main:574] : INFO : Epoch 1650 | loss: 0.0310451 | val_loss: 0.0310002 | Time: 2655.71 ms [2022-01-10 09:33:16 main:574] : INFO : Epoch 1651 | loss: 0.0311863 | val_loss: 0.0312195 | Time: 3453.45 ms [2022-01-10 09:33:19 main:574] : INFO : Epoch 1652 | loss: 0.0312084 | val_loss: 0.0311972 | Time: 2968.65 ms [2022-01-10 09:33:21 main:574] : INFO : Epoch 1653 | loss: 0.0311921 | val_loss: 0.0311835 | Time: 2579.72 ms [2022-01-10 09:33:25 main:574] : INFO : Epoch 1654 | loss: 0.0311818 | val_loss: 0.0311752 | Time: 3538.75 ms [2022-01-10 09:33:27 main:574] : INFO : Epoch 1655 | loss: 0.0311753 | val_loss: 0.0311648 | Time: 2645.2 ms [2022-01-10 09:33:31 main:574] : INFO : Epoch 1656 | loss: 0.031165 | val_loss: 0.0311689 | Time: 3249.13 ms [2022-01-10 09:33:34 main:574] : INFO : Epoch 1657 | loss: 0.0311659 | val_loss: 0.0311654 | Time: 3081.35 ms [2022-01-10 09:33:36 main:574] : INFO : Epoch 1658 | loss: 0.0311589 | val_loss: 0.0311563 | Time: 2575.44 ms [2022-01-10 09:33:40 main:574] : INFO : Epoch 1659 | loss: 0.0311536 | val_loss: 0.0311535 | Time: 3526.66 ms [2022-01-10 09:33:42 main:574] : INFO : Epoch 1660 | loss: 0.0311524 | val_loss: 0.0311554 | Time: 2549.85 ms [2022-01-10 09:33:46 main:574] : INFO : Epoch 1661 | loss: 0.0311499 | val_loss: 0.0311487 | Time: 3374.34 ms [2022-01-10 09:33:49 main:574] : INFO : Epoch 1662 | loss: 0.0311493 | val_loss: 0.0311579 | Time: 2888.43 ms [2022-01-10 09:33:51 main:574] : INFO : Epoch 1663 | loss: 0.0311488 | val_loss: 0.0311468 | Time: 2484.03 ms [2022-01-10 09:33:54 main:574] : INFO : Epoch 1664 | loss: 0.0311439 | val_loss: 0.0311427 | Time: 3247.14 ms [2022-01-10 09:33:57 main:574] : INFO : Epoch 1665 | loss: 0.0311419 | val_loss: 0.0311424 | Time: 2524.74 ms [2022-01-10 09:34:00 main:574] : INFO : Epoch 1666 | loss: 0.031141 | val_loss: 0.0311568 | Time: 3547.42 ms [2022-01-10 09:34:03 main:574] : INFO : Epoch 1667 | loss: 0.0311415 | val_loss: 0.0311402 | Time: 2806.27 ms [2022-01-10 09:34:06 main:574] : INFO : Epoch 1668 | loss: 0.0311359 | val_loss: 0.0311365 | Time: 2769.13 ms [2022-01-10 09:34:09 main:574] : INFO : Epoch 1669 | loss: 0.0311306 | val_loss: 0.0311363 | Time: 2913.91 ms [2022-01-10 09:34:12 main:574] : INFO : Epoch 1670 | loss: 0.0311324 | val_loss: 0.0311284 | Time: 2529.06 ms [2022-01-10 09:34:15 main:574] : INFO : Epoch 1671 | loss: 0.0311292 | val_loss: 0.0311561 | Time: 3629.02 ms [2022-01-10 09:34:18 main:574] : INFO : Epoch 1672 | loss: 0.0311349 | val_loss: 0.031131 | Time: 2374.61 ms [2022-01-10 09:34:21 main:574] : INFO : Epoch 1673 | loss: 0.0311209 | val_loss: 0.0311486 | Time: 3137.63 ms [2022-01-10 09:34:23 main:574] : INFO : Epoch 1674 | loss: 0.0311204 | val_loss: 0.0311247 | Time: 2486.63 ms [2022-01-10 09:34:26 main:574] : INFO : Epoch 1675 | loss: 0.0311092 | val_loss: 0.0311163 | Time: 2826.86 ms [2022-01-10 09:34:29 main:574] : INFO : Epoch 1676 | loss: 0.0311077 | val_loss: 0.0311062 | Time: 3204.2 ms [2022-01-10 09:34:32 main:574] : INFO : Epoch 1677 | loss: 0.031096 | val_loss: 0.0311019 | Time: 2347.86 ms [2022-01-10 09:34:35 main:574] : INFO : Epoch 1678 | loss: 0.0310911 | val_loss: 0.0310912 | Time: 3228.3 ms [2022-01-10 09:34:37 main:574] : INFO : Epoch 1679 | loss: 0.0310802 | val_loss: 0.0310756 | Time: 2346.93 ms [2022-01-10 09:34:40 main:574] : INFO : Epoch 1680 | loss: 0.0310662 | val_loss: 0.0310555 | Time: 3167.09 ms [2022-01-10 09:34:43 main:574] : INFO : Epoch 1681 | loss: 0.0310778 | val_loss: 0.0310836 | Time: 2593.71 ms [2022-01-10 09:34:46 main:574] : INFO : Epoch 1682 | loss: 0.0310445 | val_loss: 0.03105 | Time: 3150.39 ms [2022-01-10 09:34:49 main:574] : INFO : Epoch 1683 | loss: 0.0310224 | val_loss: 0.0310236 | Time: 2812.04 ms [2022-01-10 09:34:52 main:574] : INFO : Epoch 1684 | loss: 0.031021 | val_loss: 0.0310427 | Time: 2603.14 ms [2022-01-10 09:34:55 main:574] : INFO : Epoch 1685 | loss: 0.0310259 | val_loss: 0.0310359 | Time: 3338.78 ms [2022-01-10 09:34:57 main:574] : INFO : Epoch 1686 | loss: 0.031003 | val_loss: 0.031035 | Time: 2423.57 ms [2022-01-10 09:35:01 main:574] : INFO : Epoch 1687 | loss: 0.0310008 | val_loss: 0.0310125 | Time: 3462.84 ms [2022-01-10 09:35:03 main:574] : INFO : Epoch 1688 | loss: 0.0310067 | val_loss: 0.0310009 | Time: 2452.37 ms [2022-01-10 09:35:06 main:574] : INFO : Epoch 1689 | loss: 0.0309958 | val_loss: 0.0309998 | Time: 2765.96 ms [2022-01-10 09:35:09 main:574] : INFO : Epoch 1690 | loss: 0.0309862 | val_loss: 0.0309917 | Time: 2624.06 ms [2022-01-10 09:35:11 main:574] : INFO : Epoch 1691 | loss: 0.0310071 | val_loss: 0.0309957 | Time: 2773.11 ms [2022-01-10 09:35:15 main:574] : INFO : Epoch 1692 | loss: 0.030978 | val_loss: 0.0309838 | Time: 3217.59 ms [2022-01-10 09:35:17 main:574] : INFO : Epoch 1693 | loss: 0.0309707 | val_loss: 0.030981 | Time: 2720.86 ms [2022-01-10 09:35:22 main:574] : INFO : Epoch 1694 | loss: 0.0309672 | val_loss: 0.0309742 | Time: 4542.68 ms [2022-01-10 09:35:26 main:574] : INFO : Epoch 1695 | loss: 0.030965 | val_loss: 0.030834 | Time: 4377.18 ms [2022-01-10 09:35:30 main:574] : INFO : Epoch 1696 | loss: 0.0308471 | val_loss: 0.0307613 | Time: 4145.19 ms [2022-01-10 09:35:34 main:574] : INFO : Epoch 1697 | loss: 0.030558 | val_loss: 0.0305195 | Time: 3389.75 ms [2022-01-10 09:35:37 main:574] : INFO : Epoch 1698 | loss: 0.0302837 | val_loss: 0.0301 | Time: 3140.82 ms [2022-01-10 09:35:41 main:574] : INFO : Epoch 1699 | loss: 0.0300814 | val_loss: 0.0300019 | Time: 4237.24 ms [2022-01-10 09:35:45 main:574] : INFO : Epoch 1700 | loss: 0.030039 | val_loss: 0.029978 | Time: 4252.72 ms [2022-01-10 09:35:49 main:574] : INFO : Epoch 1701 | loss: 0.030023 | val_loss: 0.0299965 | Time: 3926.68 ms [2022-01-10 09:35:53 main:574] : INFO : Epoch 1702 | loss: 0.0300251 | val_loss: 0.0299672 | Time: 3958.15 ms [2022-01-10 09:35:57 main:574] : INFO : Epoch 1703 | loss: 0.0300093 | val_loss: 0.0299586 | Time: 3219.1 ms [2022-01-10 09:36:00 main:574] : INFO : Epoch 1704 | loss: 0.0300042 | val_loss: 0.0299586 | Time: 2970.27 ms [2022-01-10 09:36:02 main:574] : INFO : Epoch 1705 | loss: 0.0299925 | val_loss: 0.0299444 | Time: 2405.77 ms [2022-01-10 09:36:05 main:574] : INFO : Epoch 1706 | loss: 0.0299821 | val_loss: 0.0299333 | Time: 3286.63 ms [2022-01-10 09:36:08 main:574] : INFO : Epoch 1707 | loss: 0.0299755 | val_loss: 0.0299277 | Time: 2371.42 ms [2022-01-10 09:36:11 main:574] : INFO : Epoch 1708 | loss: 0.0299813 | val_loss: 0.0299267 | Time: 3433.84 ms [2022-01-10 09:36:14 main:574] : INFO : Epoch 1709 | loss: 0.0299758 | val_loss: 0.0299332 | Time: 2469.46 ms [2022-01-10 09:36:17 main:574] : INFO : Epoch 1710 | loss: 0.029975 | val_loss: 0.0299198 | Time: 2944.42 ms [2022-01-10 09:36:19 main:574] : INFO : Epoch 1711 | loss: 0.0299778 | val_loss: 0.0299159 | Time: 2829.44 ms [2022-01-10 09:36:22 main:574] : INFO : Epoch 1712 | loss: 0.0299575 | val_loss: 0.0299116 | Time: 2535.62 ms [2022-01-10 09:36:25 main:574] : INFO : Epoch 1713 | loss: 0.0299544 | val_loss: 0.0299107 | Time: 2969.22 ms [2022-01-10 09:36:27 main:574] : INFO : Epoch 1714 | loss: 0.0299507 | val_loss: 0.0299014 | Time: 2494.62 ms [2022-01-10 09:36:31 main:574] : INFO : Epoch 1715 | loss: 0.029949 | val_loss: 0.0299023 | Time: 3556.08 ms [2022-01-10 09:36:34 main:574] : INFO : Epoch 1716 | loss: 0.0299528 | val_loss: 0.0299174 | Time: 2565.39 ms [2022-01-10 09:36:37 main:574] : INFO : Epoch 1717 | loss: 0.0299587 | val_loss: 0.0299035 | Time: 3122.51 ms [2022-01-10 09:36:39 main:574] : INFO : Epoch 1718 | loss: 0.02996 | val_loss: 0.0299073 | Time: 2687.51 ms [2022-01-10 09:36:42 main:574] : INFO : Epoch 1719 | loss: 0.0299464 | val_loss: 0.0298974 | Time: 2688.22 ms [2022-01-10 09:36:46 main:574] : INFO : Epoch 1720 | loss: 0.0299413 | val_loss: 0.0298925 | Time: 3453.59 ms [2022-01-10 09:36:48 main:574] : INFO : Epoch 1721 | loss: 0.0299355 | val_loss: 0.0298927 | Time: 2504.37 ms [2022-01-10 09:36:51 main:574] : INFO : Epoch 1722 | loss: 0.0299335 | val_loss: 0.0298873 | Time: 3377.31 ms [2022-01-10 09:36:54 main:574] : INFO : Epoch 1723 | loss: 0.0299304 | val_loss: 0.0298846 | Time: 2619.53 ms [2022-01-10 09:36:57 main:574] : INFO : Epoch 1724 | loss: 0.0299341 | val_loss: 0.0299083 | Time: 2817.99 ms [2022-01-10 09:37:00 main:574] : INFO : Epoch 1725 | loss: 0.0299502 | val_loss: 0.0299123 | Time: 3017.22 ms [2022-01-10 09:37:02 main:574] : INFO : Epoch 1726 | loss: 0.0299379 | val_loss: 0.0298873 | Time: 2427.99 ms [2022-01-10 09:37:06 main:574] : INFO : Epoch 1727 | loss: 0.0299272 | val_loss: 0.0298955 | Time: 3357.46 ms [2022-01-10 09:37:08 main:574] : INFO : Epoch 1728 | loss: 0.0299297 | val_loss: 0.0298781 | Time: 2293.52 ms [2022-01-10 09:37:11 main:574] : INFO : Epoch 1729 | loss: 0.0299211 | val_loss: 0.0298762 | Time: 3435.47 ms [2022-01-10 09:37:14 main:574] : INFO : Epoch 1730 | loss: 0.0299238 | val_loss: 0.0298858 | Time: 2850.67 ms [2022-01-10 09:37:17 main:574] : INFO : Epoch 1731 | loss: 0.0299271 | val_loss: 0.0298826 | Time: 3086.16 ms [2022-01-10 09:37:22 main:574] : INFO : Epoch 1732 | loss: 0.0299197 | val_loss: 0.0298728 | Time: 4295.74 ms [2022-01-10 09:37:25 main:574] : INFO : Epoch 1733 | loss: 0.029919 | val_loss: 0.0298758 | Time: 2911.98 ms [2022-01-10 09:37:27 main:574] : INFO : Epoch 1734 | loss: 0.0299231 | val_loss: 0.0298706 | Time: 2573.54 ms [2022-01-10 09:37:30 main:574] : INFO : Epoch 1735 | loss: 0.0299154 | val_loss: 0.0298719 | Time: 3261.98 ms [2022-01-10 09:37:33 main:574] : INFO : Epoch 1736 | loss: 0.0299135 | val_loss: 0.0298701 | Time: 2586.8 ms [2022-01-10 09:37:37 main:574] : INFO : Epoch 1737 | loss: 0.0299135 | val_loss: 0.0298665 | Time: 3553.49 ms [2022-01-10 09:37:39 main:574] : INFO : Epoch 1738 | loss: 0.0299172 | val_loss: 0.0298682 | Time: 2757.73 ms [2022-01-10 09:37:42 main:574] : INFO : Epoch 1739 | loss: 0.0299143 | val_loss: 0.0298649 | Time: 2871.1 ms [2022-01-10 09:37:46 main:574] : INFO : Epoch 1740 | loss: 0.0299103 | val_loss: 0.0298644 | Time: 3273.33 ms [2022-01-10 09:37:48 main:574] : INFO : Epoch 1741 | loss: 0.0299123 | val_loss: 0.0298629 | Time: 2454.52 ms [2022-01-10 09:37:52 main:574] : INFO : Epoch 1742 | loss: 0.0299115 | val_loss: 0.0298642 | Time: 3542.36 ms [2022-01-10 09:37:54 main:574] : INFO : Epoch 1743 | loss: 0.0299076 | val_loss: 0.0298611 | Time: 2610.33 ms [2022-01-10 09:37:57 main:574] : INFO : Epoch 1744 | loss: 0.0299081 | val_loss: 0.0298617 | Time: 3020.47 ms [2022-01-10 09:38:00 main:574] : INFO : Epoch 1745 | loss: 0.0299123 | val_loss: 0.0298616 | Time: 3137.14 ms [2022-01-10 09:38:03 main:574] : INFO : Epoch 1746 | loss: 0.029912 | val_loss: 0.0298604 | Time: 2459.93 ms [2022-01-10 09:38:06 main:574] : INFO : Epoch 1747 | loss: 0.0299054 | val_loss: 0.0298638 | Time: 3490.32 ms [2022-01-10 09:38:09 main:574] : INFO : Epoch 1748 | loss: 0.0299042 | val_loss: 0.0298625 | Time: 2463.4 ms [2022-01-10 09:38:12 main:574] : INFO : Epoch 1749 | loss: 0.0299047 | val_loss: 0.0298587 | Time: 3162.41 ms [2022-01-10 09:38:15 main:574] : INFO : Epoch 1750 | loss: 0.0299079 | val_loss: 0.0298653 | Time: 2739.79 ms [2022-01-10 09:38:17 main:574] : INFO : Epoch 1751 | loss: 0.0299047 | val_loss: 0.0298612 | Time: 2670.02 ms [2022-01-10 09:38:21 main:574] : INFO : Epoch 1752 | loss: 0.0299053 | val_loss: 0.0298584 | Time: 3268.37 ms [2022-01-10 09:38:23 main:574] : INFO : Epoch 1753 | loss: 0.0299042 | val_loss: 0.0298551 | Time: 2419.97 ms [2022-01-10 09:38:26 main:574] : INFO : Epoch 1754 | loss: 0.0299005 | val_loss: 0.0298642 | Time: 3369.67 ms [2022-01-10 09:38:29 main:574] : INFO : Epoch 1755 | loss: 0.0299074 | val_loss: 0.0298579 | Time: 2520.46 ms [2022-01-10 09:38:32 main:574] : INFO : Epoch 1756 | loss: 0.0299041 | val_loss: 0.0298572 | Time: 2993.53 ms [2022-01-10 09:38:34 main:574] : INFO : Epoch 1757 | loss: 0.0299047 | val_loss: 0.0298554 | Time: 2518.14 ms [2022-01-10 09:38:37 main:574] : INFO : Epoch 1758 | loss: 0.0298978 | val_loss: 0.0298542 | Time: 2847.05 ms [2022-01-10 09:38:40 main:574] : INFO : Epoch 1759 | loss: 0.0298995 | val_loss: 0.0298547 | Time: 2794.64 ms [2022-01-10 09:38:43 main:574] : INFO : Epoch 1760 | loss: 0.0298978 | val_loss: 0.0298536 | Time: 2584.95 ms [2022-01-10 09:38:46 main:574] : INFO : Epoch 1761 | loss: 0.0299025 | val_loss: 0.0298557 | Time: 3206.55 ms [2022-01-10 09:38:48 main:574] : INFO : Epoch 1762 | loss: 0.029896 | val_loss: 0.0298515 | Time: 2320.96 ms [2022-01-10 09:38:52 main:574] : INFO : Epoch 1763 | loss: 0.0298964 | val_loss: 0.0298546 | Time: 3701.6 ms [2022-01-10 09:38:55 main:574] : INFO : Epoch 1764 | loss: 0.0298942 | val_loss: 0.0298502 | Time: 2724.81 ms [2022-01-10 09:38:58 main:574] : INFO : Epoch 1765 | loss: 0.0298947 | val_loss: 0.0298509 | Time: 2982 ms [2022-01-10 09:39:02 main:574] : INFO : Epoch 1766 | loss: 0.0298966 | val_loss: 0.0298548 | Time: 4341.15 ms [2022-01-10 09:39:05 main:574] : INFO : Epoch 1767 | loss: 0.0298979 | val_loss: 0.0298481 | Time: 2796.5 ms [2022-01-10 09:39:08 main:574] : INFO : Epoch 1768 | loss: 0.0298956 | val_loss: 0.0298491 | Time: 2872.5 ms [2022-01-10 09:39:11 main:574] : INFO : Epoch 1769 | loss: 0.029899 | val_loss: 0.0298598 | Time: 3520.03 ms [2022-01-10 09:39:14 main:574] : INFO : Epoch 1770 | loss: 0.0298976 | val_loss: 0.0298574 | Time: 2467.58 ms [2022-01-10 09:39:17 main:574] : INFO : Epoch 1771 | loss: 0.0298939 | val_loss: 0.0298471 | Time: 3579.4 ms [2022-01-10 09:39:20 main:574] : INFO : Epoch 1772 | loss: 0.0298976 | val_loss: 0.0298653 | Time: 2828.78 ms [2022-01-10 09:39:23 main:574] : INFO : Epoch 1773 | loss: 0.0299043 | val_loss: 0.0298502 | Time: 2787.93 ms [2022-01-10 09:39:27 main:574] : INFO : Epoch 1774 | loss: 0.0298927 | val_loss: 0.0298472 | Time: 3906.75 ms [2022-01-10 09:39:29 main:574] : INFO : Epoch 1775 | loss: 0.0298912 | val_loss: 0.0298534 | Time: 2538.32 ms [2022-01-10 09:39:33 main:574] : INFO : Epoch 1776 | loss: 0.0299018 | val_loss: 0.0298507 | Time: 3187.89 ms [2022-01-10 09:39:36 main:574] : INFO : Epoch 1777 | loss: 0.0298919 | val_loss: 0.0298477 | Time: 3285.43 ms [2022-01-10 09:39:38 main:574] : INFO : Epoch 1778 | loss: 0.0298945 | val_loss: 0.0298466 | Time: 2439.56 ms [2022-01-10 09:39:42 main:574] : INFO : Epoch 1779 | loss: 0.0298961 | val_loss: 0.0298521 | Time: 3754.16 ms [2022-01-10 09:39:45 main:574] : INFO : Epoch 1780 | loss: 0.0298925 | val_loss: 0.0298457 | Time: 2675.47 ms [2022-01-10 09:39:48 main:574] : INFO : Epoch 1781 | loss: 0.0298931 | val_loss: 0.0298558 | Time: 3056.27 ms [2022-01-10 09:39:51 main:574] : INFO : Epoch 1782 | loss: 0.0298943 | val_loss: 0.0298457 | Time: 3439.25 ms [2022-01-10 09:39:54 main:574] : INFO : Epoch 1783 | loss: 0.0298916 | val_loss: 0.0298444 | Time: 2657.68 ms [2022-01-10 09:39:57 main:574] : INFO : Epoch 1784 | loss: 0.0298897 | val_loss: 0.0298501 | Time: 3374.63 ms [2022-01-10 09:40:00 main:574] : INFO : Epoch 1785 | loss: 0.0298893 | val_loss: 0.0298468 | Time: 3067.69 ms [2022-01-10 09:40:03 main:574] : INFO : Epoch 1786 | loss: 0.0298913 | val_loss: 0.0298448 | Time: 2717.14 ms [2022-01-10 09:40:07 main:574] : INFO : Epoch 1787 | loss: 0.0298905 | val_loss: 0.0298448 | Time: 4099.2 ms [2022-01-10 09:40:10 main:574] : INFO : Epoch 1788 | loss: 0.0298899 | val_loss: 0.0298438 | Time: 2582.97 ms [2022-01-10 09:40:13 main:574] : INFO : Epoch 1789 | loss: 0.0298881 | val_loss: 0.0298448 | Time: 2884.45 ms [2022-01-10 09:40:16 main:574] : INFO : Epoch 1790 | loss: 0.0298887 | val_loss: 0.0298421 | Time: 2966.99 ms [2022-01-10 09:40:18 main:574] : INFO : Epoch 1791 | loss: 0.0298911 | val_loss: 0.0298459 | Time: 2530.73 ms [2022-01-10 09:40:22 main:574] : INFO : Epoch 1792 | loss: 0.0298868 | val_loss: 0.0298511 | Time: 3548.74 ms [2022-01-10 09:40:24 main:574] : INFO : Epoch 1793 | loss: 0.0298902 | val_loss: 0.0298428 | Time: 2566.62 ms [2022-01-10 09:40:28 main:574] : INFO : Epoch 1794 | loss: 0.0298865 | val_loss: 0.0298444 | Time: 3296.93 ms [2022-01-10 09:40:31 main:574] : INFO : Epoch 1795 | loss: 0.0298898 | val_loss: 0.0298433 | Time: 3028.7 ms [2022-01-10 09:40:33 main:574] : INFO : Epoch 1796 | loss: 0.0298869 | val_loss: 0.0298474 | Time: 2574.71 ms [2022-01-10 09:40:37 main:574] : INFO : Epoch 1797 | loss: 0.0298885 | val_loss: 0.029865 | Time: 3472.32 ms [2022-01-10 09:40:39 main:574] : INFO : Epoch 1798 | loss: 0.0298889 | val_loss: 0.0298425 | Time: 2648.43 ms [2022-01-10 09:40:43 main:574] : INFO : Epoch 1799 | loss: 0.0298859 | val_loss: 0.0298431 | Time: 3336.42 ms [2022-01-10 09:40:46 main:574] : INFO : Epoch 1800 | loss: 0.0298897 | val_loss: 0.0298624 | Time: 2915.98 ms [2022-01-10 09:40:48 main:574] : INFO : Epoch 1801 | loss: 0.0299031 | val_loss: 0.0298455 | Time: 2616.66 ms [2022-01-10 09:40:52 main:574] : INFO : Epoch 1802 | loss: 0.0298903 | val_loss: 0.0298436 | Time: 3263.76 ms [2022-01-10 09:40:54 main:574] : INFO : Epoch 1803 | loss: 0.0298862 | val_loss: 0.0298472 | Time: 2450.58 ms [2022-01-10 09:40:58 main:574] : INFO : Epoch 1804 | loss: 0.0298858 | val_loss: 0.02984 | Time: 3597.38 ms [2022-01-10 09:41:00 main:574] : INFO : Epoch 1805 | loss: 0.0298857 | val_loss: 0.0298468 | Time: 2615.62 ms [2022-01-10 09:41:03 main:574] : INFO : Epoch 1806 | loss: 0.0298864 | val_loss: 0.0298421 | Time: 2996.2 ms [2022-01-10 09:41:07 main:574] : INFO : Epoch 1807 | loss: 0.029884 | val_loss: 0.0298474 | Time: 3732.64 ms [2022-01-10 09:41:10 main:574] : INFO : Epoch 1808 | loss: 0.0298863 | val_loss: 0.0298424 | Time: 2821.9 ms [2022-01-10 09:41:13 main:574] : INFO : Epoch 1809 | loss: 0.0298862 | val_loss: 0.0298405 | Time: 3406.06 ms [2022-01-10 09:41:17 main:574] : INFO : Epoch 1810 | loss: 0.0298856 | val_loss: 0.0298626 | Time: 3380.74 ms [2022-01-10 09:41:19 main:574] : INFO : Epoch 1811 | loss: 0.0298909 | val_loss: 0.0298442 | Time: 2502.12 ms [2022-01-10 09:41:23 main:574] : INFO : Epoch 1812 | loss: 0.0298881 | val_loss: 0.0298392 | Time: 3648.12 ms [2022-01-10 09:41:25 main:574] : INFO : Epoch 1813 | loss: 0.0298876 | val_loss: 0.0298562 | Time: 2742.42 ms [2022-01-10 09:41:28 main:574] : INFO : Epoch 1814 | loss: 0.0298855 | val_loss: 0.0298401 | Time: 2884.16 ms [2022-01-10 09:41:32 main:574] : INFO : Epoch 1815 | loss: 0.0298872 | val_loss: 0.0298645 | Time: 3554.71 ms [2022-01-10 09:41:34 main:574] : INFO : Epoch 1816 | loss: 0.0299016 | val_loss: 0.0298789 | Time: 2466.32 ms [2022-01-10 09:41:38 main:574] : INFO : Epoch 1817 | loss: 0.0299099 | val_loss: 0.0298634 | Time: 3454.62 ms [2022-01-10 09:41:41 main:574] : INFO : Epoch 1818 | loss: 0.0298979 | val_loss: 0.0298505 | Time: 2761.75 ms [2022-01-10 09:41:44 main:574] : INFO : Epoch 1819 | loss: 0.0298858 | val_loss: 0.0298446 | Time: 2884 ms [2022-01-10 09:41:47 main:574] : INFO : Epoch 1820 | loss: 0.029884 | val_loss: 0.0298401 | Time: 3609.81 ms [2022-01-10 09:41:50 main:574] : INFO : Epoch 1821 | loss: 0.0298828 | val_loss: 0.0298452 | Time: 2762.3 ms [2022-01-10 09:41:53 main:574] : INFO : Epoch 1822 | loss: 0.0298839 | val_loss: 0.0298407 | Time: 3185.41 ms [2022-01-10 09:41:56 main:574] : INFO : Epoch 1823 | loss: 0.0298809 | val_loss: 0.0298441 | Time: 2898.45 ms [2022-01-10 09:41:59 main:574] : INFO : Epoch 1824 | loss: 0.0298834 | val_loss: 0.0298365 | Time: 2606.03 ms [2022-01-10 09:42:02 main:574] : INFO : Epoch 1825 | loss: 0.0298811 | val_loss: 0.0298399 | Time: 3521.29 ms [2022-01-10 09:42:05 main:574] : INFO : Epoch 1826 | loss: 0.0298854 | val_loss: 0.0298429 | Time: 2465.8 ms [2022-01-10 09:42:08 main:574] : INFO : Epoch 1827 | loss: 0.0298833 | val_loss: 0.0298427 | Time: 3464.37 ms [2022-01-10 09:42:11 main:574] : INFO : Epoch 1828 | loss: 0.0298839 | val_loss: 0.0298397 | Time: 2828.7 ms [2022-01-10 09:42:14 main:574] : INFO : Epoch 1829 | loss: 0.0298837 | val_loss: 0.0298484 | Time: 2711.03 ms [2022-01-10 09:42:17 main:574] : INFO : Epoch 1830 | loss: 0.0298827 | val_loss: 0.0298372 | Time: 3399.28 ms [2022-01-10 09:42:19 main:574] : INFO : Epoch 1831 | loss: 0.0298862 | val_loss: 0.029838 | Time: 2386.22 ms [2022-01-10 09:42:23 main:574] : INFO : Epoch 1832 | loss: 0.0298962 | val_loss: 0.0298479 | Time: 3584.46 ms [2022-01-10 09:42:26 main:574] : INFO : Epoch 1833 | loss: 0.0298876 | val_loss: 0.0298512 | Time: 2622.42 ms [2022-01-10 09:42:29 main:574] : INFO : Epoch 1834 | loss: 0.0298854 | val_loss: 0.029838 | Time: 2930.34 ms [2022-01-10 09:42:32 main:574] : INFO : Epoch 1835 | loss: 0.0298802 | val_loss: 0.0298378 | Time: 3038.92 ms [2022-01-10 09:42:34 main:574] : INFO : Epoch 1836 | loss: 0.0298799 | val_loss: 0.0298356 | Time: 2628.61 ms [2022-01-10 09:42:38 main:574] : INFO : Epoch 1837 | loss: 0.0298841 | val_loss: 0.0298385 | Time: 3612.14 ms [2022-01-10 09:42:40 main:574] : INFO : Epoch 1838 | loss: 0.0298856 | val_loss: 0.0298389 | Time: 2395.53 ms [2022-01-10 09:42:43 main:574] : INFO : Epoch 1839 | loss: 0.0298867 | val_loss: 0.0298371 | Time: 3068.33 ms [2022-01-10 09:42:46 main:574] : INFO : Epoch 1840 | loss: 0.029881 | val_loss: 0.02984 | Time: 2857.01 ms [2022-01-10 09:42:49 main:574] : INFO : Epoch 1841 | loss: 0.0298794 | val_loss: 0.0298393 | Time: 2591.76 ms [2022-01-10 09:42:52 main:574] : INFO : Epoch 1842 | loss: 0.0298807 | val_loss: 0.0298529 | Time: 3370.97 ms [2022-01-10 09:42:55 main:574] : INFO : Epoch 1843 | loss: 0.0298828 | val_loss: 0.0298387 | Time: 2538.81 ms [2022-01-10 09:42:58 main:574] : INFO : Epoch 1844 | loss: 0.0298836 | val_loss: 0.0298422 | Time: 3470 ms [2022-01-10 09:43:01 main:574] : INFO : Epoch 1845 | loss: 0.0298819 | val_loss: 0.0298361 | Time: 2862.94 ms [2022-01-10 09:43:04 main:574] : INFO : Epoch 1846 | loss: 0.0298782 | val_loss: 0.0298342 | Time: 2777.37 ms [2022-01-10 09:43:07 main:574] : INFO : Epoch 1847 | loss: 0.0298769 | val_loss: 0.0298353 | Time: 3379.4 ms [2022-01-10 09:43:10 main:574] : INFO : Epoch 1848 | loss: 0.0298779 | val_loss: 0.0298325 | Time: 2529.12 ms [2022-01-10 09:43:13 main:574] : INFO : Epoch 1849 | loss: 0.0298773 | val_loss: 0.0298262 | Time: 3357.38 ms [2022-01-10 09:43:16 main:574] : INFO : Epoch 1850 | loss: 0.0298243 | val_loss: 0.0295935 | Time: 2338.6 ms [2022-01-10 09:43:18 main:574] : INFO : Epoch 1851 | loss: 0.028439 | val_loss: 0.0273868 | Time: 2952.22 ms [2022-01-10 09:43:21 main:574] : INFO : Epoch 1852 | loss: 0.0282124 | val_loss: 0.0293392 | Time: 2839.26 ms [2022-01-10 09:43:24 main:574] : INFO : Epoch 1853 | loss: 0.0274696 | val_loss: 0.0260641 | Time: 2578.03 ms [2022-01-10 09:43:27 main:574] : INFO : Epoch 1854 | loss: 0.0285741 | val_loss: 0.0412918 | Time: 2998.1 ms [2022-01-10 09:43:29 main:574] : INFO : Epoch 1855 | loss: 0.0286608 | val_loss: 0.0255671 | Time: 2235.12 ms [2022-01-10 09:43:32 main:574] : INFO : Epoch 1856 | loss: 0.0243096 | val_loss: 0.0228853 | Time: 2985.48 ms [2022-01-10 09:43:35 main:574] : INFO : Epoch 1857 | loss: 0.0223541 | val_loss: 0.0215712 | Time: 2447.1 ms [2022-01-10 09:43:38 main:574] : INFO : Epoch 1858 | loss: 0.0212237 | val_loss: 0.0210361 | Time: 3097.28 ms [2022-01-10 09:43:40 main:574] : INFO : Epoch 1859 | loss: 0.0203912 | val_loss: 0.0195251 | Time: 2437.89 ms [2022-01-10 09:43:43 main:574] : INFO : Epoch 1860 | loss: 0.019264 | val_loss: 0.0184867 | Time: 2673.92 ms [2022-01-10 09:43:45 main:574] : INFO : Epoch 1861 | loss: 0.0178651 | val_loss: 0.0169514 | Time: 2472.01 ms [2022-01-10 09:43:48 main:574] : INFO : Epoch 1862 | loss: 0.0165585 | val_loss: 0.0158064 | Time: 3177.8 ms [2022-01-10 09:43:52 main:574] : INFO : Epoch 1863 | loss: 0.0154919 | val_loss: 0.0149032 | Time: 3939.14 ms [2022-01-10 09:43:57 main:574] : INFO : Epoch 1864 | loss: 0.0147401 | val_loss: 0.0142647 | Time: 4412.81 ms [2022-01-10 09:44:02 main:574] : INFO : Epoch 1865 | loss: 0.0142642 | val_loss: 0.0138837 | Time: 5362.57 ms [2022-01-10 09:44:08 main:574] : INFO : Epoch 1866 | loss: 0.0139207 | val_loss: 0.013577 | Time: 5447.24 ms [2022-01-10 09:44:12 main:574] : INFO : Epoch 1867 | loss: 0.0136633 | val_loss: 0.0133486 | Time: 4688.96 ms [2022-01-10 09:44:17 main:574] : INFO : Epoch 1868 | loss: 0.0134545 | val_loss: 0.0131769 | Time: 4886.19 ms [2022-01-10 09:44:22 main:574] : INFO : Epoch 1869 | loss: 0.0132862 | val_loss: 0.0130158 | Time: 4391.48 ms [2022-01-10 09:44:26 main:574] : INFO : Epoch 1870 | loss: 0.013138 | val_loss: 0.0128824 | Time: 4448.44 ms [2022-01-10 09:44:30 main:574] : INFO : Epoch 1871 | loss: 0.0130132 | val_loss: 0.0127695 | Time: 4343.67 ms [2022-01-10 09:44:35 main:574] : INFO : Epoch 1872 | loss: 0.0129065 | val_loss: 0.0126675 | Time: 4361.34 ms [2022-01-10 09:44:40 main:574] : INFO : Epoch 1873 | loss: 0.012786 | val_loss: 0.0125476 | Time: 5178.19 ms [2022-01-10 09:44:48 main:574] : INFO : Epoch 1874 | loss: 0.0126901 | val_loss: 0.0124634 | Time: 7698.43 ms [2022-01-10 09:44:53 main:574] : INFO : Epoch 1875 | loss: 0.0126148 | val_loss: 0.0123917 | Time: 4888.33 ms [2022-01-10 09:44:57 main:574] : INFO : Epoch 1876 | loss: 0.0125312 | val_loss: 0.0123073 | Time: 4408.83 ms [2022-01-10 09:45:01 main:574] : INFO : Epoch 1877 | loss: 0.0124555 | val_loss: 0.0122358 | Time: 4191.35 ms [2022-01-10 09:45:06 main:574] : INFO : Epoch 1878 | loss: 0.0123927 | val_loss: 0.0121779 | Time: 4320.91 ms [2022-01-10 09:45:10 main:574] : INFO : Epoch 1879 | loss: 0.0123338 | val_loss: 0.0121206 | Time: 4815.44 ms [2022-01-10 09:45:15 main:574] : INFO : Epoch 1880 | loss: 0.0122779 | val_loss: 0.0120675 | Time: 4634.25 ms [2022-01-10 09:45:20 main:574] : INFO : Epoch 1881 | loss: 0.0122228 | val_loss: 0.0120145 | Time: 4466.72 ms [2022-01-10 09:45:24 main:574] : INFO : Epoch 1882 | loss: 0.0121808 | val_loss: 0.0119769 | Time: 4647.66 ms [2022-01-10 09:45:29 main:574] : INFO : Epoch 1883 | loss: 0.0121347 | val_loss: 0.0119306 | Time: 4850.41 ms [2022-01-10 09:45:34 main:574] : INFO : Epoch 1884 | loss: 0.0120935 | val_loss: 0.011882 | Time: 4791.38 ms [2022-01-10 09:45:38 main:574] : INFO : Epoch 1885 | loss: 0.0120488 | val_loss: 0.0118507 | Time: 4236.93 ms [2022-01-10 09:45:42 main:574] : INFO : Epoch 1886 | loss: 0.0120146 | val_loss: 0.0117866 | Time: 4225.07 ms [2022-01-10 09:45:46 main:574] : INFO : Epoch 1887 | loss: 0.0119412 | val_loss: 0.0116858 | Time: 4039.46 ms [2022-01-10 09:45:50 main:574] : INFO : Epoch 1888 | loss: 0.0117509 | val_loss: 0.0114317 | Time: 4065.87 ms [2022-01-10 09:45:55 main:574] : INFO : Epoch 1889 | loss: 0.011525 | val_loss: 0.0112512 | Time: 4271.17 ms [2022-01-10 09:45:59 main:574] : INFO : Epoch 1890 | loss: 0.0113653 | val_loss: 0.0110983 | Time: 4672.05 ms [2022-01-10 09:46:04 main:574] : INFO : Epoch 1891 | loss: 0.0112001 | val_loss: 0.0108882 | Time: 4804.98 ms [2022-01-10 09:46:09 main:574] : INFO : Epoch 1892 | loss: 0.0108072 | val_loss: 0.00992343 | Time: 4891.18 ms [2022-01-10 09:46:14 main:574] : INFO : Epoch 1893 | loss: 0.00808811 | val_loss: 0.00607932 | Time: 4908.32 ms [2022-01-10 09:46:19 main:574] : INFO : Epoch 1894 | loss: 0.00558617 | val_loss: 0.00513467 | Time: 4607.72 ms [2022-01-10 09:46:23 main:574] : INFO : Epoch 1895 | loss: 0.00513936 | val_loss: 0.00487829 | Time: 4573.37 ms [2022-01-10 09:46:28 main:574] : INFO : Epoch 1896 | loss: 0.00491912 | val_loss: 0.0047006 | Time: 5054.2 ms [2022-01-10 09:46:33 main:574] : INFO : Epoch 1897 | loss: 0.00477662 | val_loss: 0.00459752 | Time: 4747.76 ms [2022-01-10 09:46:37 main:574] : INFO : Epoch 1898 | loss: 0.00467969 | val_loss: 0.00449561 | Time: 4394.22 ms [2022-01-10 09:46:42 main:574] : INFO : Epoch 1899 | loss: 0.00459171 | val_loss: 0.0044198 | Time: 4188.67 ms [2022-01-10 09:46:46 main:574] : INFO : Epoch 1900 | loss: 0.0045191 | val_loss: 0.00435115 | Time: 4160.76 ms [2022-01-10 09:46:50 main:574] : INFO : Epoch 1901 | loss: 0.00445968 | val_loss: 0.00429754 | Time: 4231.09 ms [2022-01-10 09:46:55 main:574] : INFO : Epoch 1902 | loss: 0.00441127 | val_loss: 0.0042518 | Time: 4614.74 ms [2022-01-10 09:47:00 main:574] : INFO : Epoch 1903 | loss: 0.00438212 | val_loss: 0.0042347 | Time: 4904.91 ms [2022-01-10 09:47:04 main:574] : INFO : Epoch 1904 | loss: 0.00433366 | val_loss: 0.00417961 | Time: 4575.65 ms [2022-01-10 09:47:08 main:574] : INFO : Epoch 1905 | loss: 0.00452161 | val_loss: 0.00428786 | Time: 4206.29 ms [2022-01-10 09:47:13 main:574] : INFO : Epoch 1906 | loss: 0.00437912 | val_loss: 0.00415793 | Time: 4599.52 ms [2022-01-10 09:47:17 main:574] : INFO : Epoch 1907 | loss: 0.00426971 | val_loss: 0.00410698 | Time: 4158.75 ms [2022-01-10 09:47:22 main:574] : INFO : Epoch 1908 | loss: 0.00421964 | val_loss: 0.00406305 | Time: 4486.31 ms [2022-01-10 09:47:27 main:574] : INFO : Epoch 1909 | loss: 0.00418081 | val_loss: 0.00403446 | Time: 5096.67 ms [2022-01-10 09:47:31 main:574] : INFO : Epoch 1910 | loss: 0.00415309 | val_loss: 0.00401097 | Time: 4234.24 ms [2022-01-10 09:47:35 main:574] : INFO : Epoch 1911 | loss: 0.00412898 | val_loss: 0.00398791 | Time: 4239.33 ms [2022-01-10 09:47:40 main:574] : INFO : Epoch 1912 | loss: 0.00410743 | val_loss: 0.00396715 | Time: 4610.96 ms [2022-01-10 09:47:44 main:574] : INFO : Epoch 1913 | loss: 0.00408737 | val_loss: 0.0039505 | Time: 4413.92 ms [2022-01-10 09:47:48 main:574] : INFO : Epoch 1914 | loss: 0.004071 | val_loss: 0.00393197 | Time: 4207.15 ms [2022-01-10 09:47:52 main:574] : INFO : Epoch 1915 | loss: 0.00405138 | val_loss: 0.00391185 | Time: 3995.88 ms [2022-01-10 09:47:57 main:574] : INFO : Epoch 1916 | loss: 0.00403456 | val_loss: 0.0038996 | Time: 4107.89 ms [2022-01-10 09:48:01 main:574] : INFO : Epoch 1917 | loss: 0.00401843 | val_loss: 0.00388276 | Time: 4153.57 ms [2022-01-10 09:48:05 main:574] : INFO : Epoch 1918 | loss: 0.00400655 | val_loss: 0.00386789 | Time: 4300.89 ms [2022-01-10 09:48:10 main:574] : INFO : Epoch 1919 | loss: 0.00399369 | val_loss: 0.00386318 | Time: 4637 ms [2022-01-10 09:48:14 main:574] : INFO : Epoch 1920 | loss: 0.00398006 | val_loss: 0.00384763 | Time: 4335.56 ms [2022-01-10 09:48:18 main:574] : INFO : Epoch 1921 | loss: 0.00396738 | val_loss: 0.00383283 | Time: 3982.16 ms [2022-01-10 09:48:22 main:574] : INFO : Epoch 1922 | loss: 0.00395645 | val_loss: 0.00382295 | Time: 4208.22 ms [2022-01-10 09:48:26 main:574] : INFO : Epoch 1923 | loss: 0.00394653 | val_loss: 0.00381388 | Time: 4186.68 ms [2022-01-10 09:48:31 main:574] : INFO : Epoch 1924 | loss: 0.00393752 | val_loss: 0.00380436 | Time: 4027.27 ms [2022-01-10 09:48:35 main:574] : INFO : Epoch 1925 | loss: 0.00393012 | val_loss: 0.00379726 | Time: 4791.53 ms [2022-01-10 09:48:40 main:574] : INFO : Epoch 1926 | loss: 0.00392001 | val_loss: 0.00378478 | Time: 4515.12 ms [2022-01-10 09:48:44 main:574] : INFO : Epoch 1927 | loss: 0.0039108 | val_loss: 0.00377774 | Time: 4217.16 ms [2022-01-10 09:48:48 main:574] : INFO : Epoch 1928 | loss: 0.00390359 | val_loss: 0.00377245 | Time: 4101.14 ms [2022-01-10 09:48:52 main:574] : INFO : Epoch 1929 | loss: 0.00389614 | val_loss: 0.00376129 | Time: 4269.33 ms [2022-01-10 09:48:57 main:574] : INFO : Epoch 1930 | loss: 0.00388742 | val_loss: 0.00375322 | Time: 4199.93 ms [2022-01-10 09:49:01 main:574] : INFO : Epoch 1931 | loss: 0.00387947 | val_loss: 0.00374638 | Time: 4472.3 ms [2022-01-10 09:49:06 main:574] : INFO : Epoch 1932 | loss: 0.00387311 | val_loss: 0.00374348 | Time: 4490.71 ms [2022-01-10 09:49:11 main:574] : INFO : Epoch 1933 | loss: 0.00386818 | val_loss: 0.00373627 | Time: 4999.02 ms [2022-01-10 09:49:15 main:574] : INFO : Epoch 1934 | loss: 0.00386242 | val_loss: 0.00372734 | Time: 4586.57 ms [2022-01-10 09:49:19 main:574] : INFO : Epoch 1935 | loss: 0.00385453 | val_loss: 0.00372273 | Time: 4156.99 ms [2022-01-10 09:49:23 main:574] : INFO : Epoch 1936 | loss: 0.00384865 | val_loss: 0.00371655 | Time: 3970.35 ms [2022-01-10 09:49:28 main:574] : INFO : Epoch 1937 | loss: 0.00384324 | val_loss: 0.00371121 | Time: 4464.81 ms [2022-01-10 09:49:32 main:574] : INFO : Epoch 1938 | loss: 0.00383828 | val_loss: 0.00370846 | Time: 3992.98 ms [2022-01-10 09:49:36 main:574] : INFO : Epoch 1939 | loss: 0.00383361 | val_loss: 0.00370276 | Time: 4042.37 ms [2022-01-10 09:49:40 main:574] : INFO : Epoch 1940 | loss: 0.00382992 | val_loss: 0.00369795 | Time: 4218.46 ms [2022-01-10 09:49:44 main:574] : INFO : Epoch 1941 | loss: 0.00382589 | val_loss: 0.00369865 | Time: 4172.93 ms [2022-01-10 09:49:49 main:574] : INFO : Epoch 1942 | loss: 0.00382129 | val_loss: 0.00369088 | Time: 4280.41 ms [2022-01-10 09:49:52 main:574] : INFO : Epoch 1943 | loss: 0.00381667 | val_loss: 0.0036864 | Time: 3597.35 ms [2022-01-10 09:49:56 main:574] : INFO : Epoch 1944 | loss: 0.00381325 | val_loss: 0.00368409 | Time: 3687.27 ms [2022-01-10 09:50:00 main:574] : INFO : Epoch 1945 | loss: 0.00380795 | val_loss: 0.0036792 | Time: 4098.5 ms [2022-01-10 09:50:04 main:574] : INFO : Epoch 1946 | loss: 0.00380743 | val_loss: 0.00367557 | Time: 3613.08 ms [2022-01-10 09:50:08 main:574] : INFO : Epoch 1947 | loss: 0.00380136 | val_loss: 0.00367182 | Time: 3875.61 ms [2022-01-10 09:50:11 main:574] : INFO : Epoch 1948 | loss: 0.00379668 | val_loss: 0.0036686 | Time: 3405.57 ms [2022-01-10 09:50:15 main:574] : INFO : Epoch 1949 | loss: 0.00379575 | val_loss: 0.00366751 | Time: 3979.26 ms [2022-01-10 09:50:19 main:574] : INFO : Epoch 1950 | loss: 0.0037939 | val_loss: 0.00366682 | Time: 3775.06 ms [2022-01-10 09:50:22 main:574] : INFO : Epoch 1951 | loss: 0.0037897 | val_loss: 0.00366741 | Time: 3477.02 ms [2022-01-10 09:50:26 main:574] : INFO : Epoch 1952 | loss: 0.00378935 | val_loss: 0.00366277 | Time: 3647.44 ms [2022-01-10 09:50:29 main:574] : INFO : Epoch 1953 | loss: 0.00378543 | val_loss: 0.00365901 | Time: 3571.3 ms [2022-01-10 09:50:33 main:574] : INFO : Epoch 1954 | loss: 0.0037807 | val_loss: 0.00365516 | Time: 3935.24 ms [2022-01-10 09:50:38 main:574] : INFO : Epoch 1955 | loss: 0.00377438 | val_loss: 0.00364243 | Time: 4881.07 ms [2022-01-10 09:50:43 main:574] : INFO : Epoch 1956 | loss: 0.00376552 | val_loss: 0.00363883 | Time: 4973.59 ms [2022-01-10 09:50:47 main:574] : INFO : Epoch 1957 | loss: 0.00376008 | val_loss: 0.0036333 | Time: 4211.46 ms [2022-01-10 09:50:52 main:574] : INFO : Epoch 1958 | loss: 0.0037552 | val_loss: 0.00363879 | Time: 4470.22 ms [2022-01-10 09:50:57 main:574] : INFO : Epoch 1959 | loss: 0.00377291 | val_loss: 0.00363838 | Time: 5166.77 ms [2022-01-10 09:51:02 main:574] : INFO : Epoch 1960 | loss: 0.00374543 | val_loss: 0.00362049 | Time: 5320.35 ms [2022-01-10 09:51:07 main:574] : INFO : Epoch 1961 | loss: 0.00375872 | val_loss: 0.0036047 | Time: 4776.53 ms [2022-01-10 09:51:12 main:574] : INFO : Epoch 1962 | loss: 0.00373047 | val_loss: 0.00360952 | Time: 5217.82 ms [2022-01-10 09:51:18 main:574] : INFO : Epoch 1963 | loss: 0.00382115 | val_loss: 0.00385035 | Time: 5903.73 ms [2022-01-10 09:51:25 main:574] : INFO : Epoch 1964 | loss: 0.00379282 | val_loss: 0.00362781 | Time: 6303.95 ms [2022-01-10 09:51:30 main:574] : INFO : Epoch 1965 | loss: 0.00372472 | val_loss: 0.00358056 | Time: 5775.12 ms [2022-01-10 09:51:35 main:574] : INFO : Epoch 1966 | loss: 0.00369746 | val_loss: 0.00356472 | Time: 4992.78 ms [2022-01-10 09:51:41 main:574] : INFO : Epoch 1967 | loss: 0.00368904 | val_loss: 0.00355671 | Time: 5185.01 ms [2022-01-10 09:51:46 main:574] : INFO : Epoch 1968 | loss: 0.00367582 | val_loss: 0.00355567 | Time: 5503.43 ms [2022-01-10 09:51:51 main:574] : INFO : Epoch 1969 | loss: 0.00368473 | val_loss: 0.0035438 | Time: 5062.87 ms [2022-01-10 09:51:56 main:574] : INFO : Epoch 1970 | loss: 0.00370591 | val_loss: 0.00353712 | Time: 4969.84 ms [2022-01-10 09:52:01 main:574] : INFO : Epoch 1971 | loss: 0.0036706 | val_loss: 0.00363604 | Time: 5083.32 ms [2022-01-10 09:52:07 main:574] : INFO : Epoch 1972 | loss: 0.00370613 | val_loss: 0.003565 | Time: 5326.77 ms [2022-01-10 09:52:12 main:574] : INFO : Epoch 1973 | loss: 0.00366946 | val_loss: 0.00353137 | Time: 4993.18 ms [2022-01-10 09:52:16 main:574] : INFO : Epoch 1974 | loss: 0.00365308 | val_loss: 0.00352636 | Time: 4725.94 ms [2022-01-10 09:52:21 main:574] : INFO : Epoch 1975 | loss: 0.00373473 | val_loss: 0.00365565 | Time: 4701.26 ms [2022-01-10 09:52:26 main:574] : INFO : Epoch 1976 | loss: 0.00372228 | val_loss: 0.00354683 | Time: 4970.49 ms [2022-01-10 09:52:31 main:574] : INFO : Epoch 1977 | loss: 0.00364635 | val_loss: 0.00350781 | Time: 4527.75 ms [2022-01-10 09:52:35 main:574] : INFO : Epoch 1978 | loss: 0.00362838 | val_loss: 0.00350468 | Time: 4213.01 ms [2022-01-10 09:52:40 main:574] : INFO : Epoch 1979 | loss: 0.00362421 | val_loss: 0.00349511 | Time: 4884.42 ms [2022-01-10 09:52:45 main:574] : INFO : Epoch 1980 | loss: 0.0036389 | val_loss: 0.00349078 | Time: 4846.01 ms [2022-01-10 09:52:49 main:574] : INFO : Epoch 1981 | loss: 0.00364261 | val_loss: 0.00349743 | Time: 4782.47 ms [2022-01-10 09:52:54 main:574] : INFO : Epoch 1982 | loss: 0.00363223 | val_loss: 0.00357349 | Time: 4711.91 ms [2022-01-10 09:52:59 main:574] : INFO : Epoch 1983 | loss: 0.00363458 | val_loss: 0.00349308 | Time: 4988.82 ms [2022-01-10 09:53:04 main:574] : INFO : Epoch 1984 | loss: 0.00362077 | val_loss: 0.00352845 | Time: 4522.61 ms [2022-01-10 09:53:08 main:574] : INFO : Epoch 1985 | loss: 0.00361953 | val_loss: 0.00348941 | Time: 4579.29 ms [2022-01-10 09:53:13 main:574] : INFO : Epoch 1986 | loss: 0.00360131 | val_loss: 0.0034808 | Time: 4459.41 ms [2022-01-10 09:53:17 main:574] : INFO : Epoch 1987 | loss: 0.00364969 | val_loss: 0.00353493 | Time: 4654.88 ms [2022-01-10 09:53:23 main:574] : INFO : Epoch 1988 | loss: 0.00363401 | val_loss: 0.00348183 | Time: 5199.15 ms [2022-01-10 09:53:27 main:574] : INFO : Epoch 1989 | loss: 0.0036102 | val_loss: 0.00353468 | Time: 4524.79 ms [2022-01-10 09:53:32 main:574] : INFO : Epoch 1990 | loss: 0.00362152 | val_loss: 0.00347178 | Time: 4694.11 ms [2022-01-10 09:53:37 main:574] : INFO : Epoch 1991 | loss: 0.00363525 | val_loss: 0.00381277 | Time: 4991.6 ms [2022-01-10 09:53:42 main:574] : INFO : Epoch 1992 | loss: 0.00370967 | val_loss: 0.00354902 | Time: 4762.36 ms [2022-01-10 09:53:46 main:574] : INFO : Epoch 1993 | loss: 0.00362994 | val_loss: 0.003484 | Time: 4463.03 ms [2022-01-10 09:53:51 main:574] : INFO : Epoch 1994 | loss: 0.00360605 | val_loss: 0.00347156 | Time: 5094.97 ms [2022-01-10 09:53:57 main:574] : INFO : Epoch 1995 | loss: 0.00359307 | val_loss: 0.00346871 | Time: 5489.33 ms [2022-01-10 09:54:04 main:574] : INFO : Epoch 1996 | loss: 0.00359022 | val_loss: 0.00347454 | Time: 7164.27 ms [2022-01-10 09:54:10 main:574] : INFO : Epoch 1997 | loss: 0.00358953 | val_loss: 0.00346577 | Time: 5829 ms [2022-01-10 09:54:15 main:574] : INFO : Epoch 1998 | loss: 0.00358808 | val_loss: 0.00347339 | Time: 5414.73 ms [2022-01-10 09:54:21 main:574] : INFO : Epoch 1999 | loss: 0.00358557 | val_loss: 0.00346096 | Time: 5508.72 ms [2022-01-10 09:54:26 main:574] : INFO : Epoch 2000 | loss: 0.00358496 | val_loss: 0.00349513 | Time: 5570.83 ms [2022-01-10 09:54:32 main:574] : INFO : Epoch 2001 | loss: 0.00359185 | val_loss: 0.00348297 | Time: 5383.64 ms [2022-01-10 09:54:37 main:574] : INFO : Epoch 2002 | loss: 0.003589 | val_loss: 0.00346238 | Time: 5128.3 ms [2022-01-10 09:54:42 main:574] : INFO : Epoch 2003 | loss: 0.00358141 | val_loss: 0.00348107 | Time: 5351.33 ms [2022-01-10 09:54:47 main:574] : INFO : Epoch 2004 | loss: 0.00360075 | val_loss: 0.00348449 | Time: 5442.73 ms [2022-01-10 09:54:53 main:574] : INFO : Epoch 2005 | loss: 0.00359968 | val_loss: 0.00347505 | Time: 5367.37 ms [2022-01-10 09:54:58 main:574] : INFO : Epoch 2006 | loss: 0.00358895 | val_loss: 0.00346051 | Time: 5567.14 ms [2022-01-10 09:55:04 main:574] : INFO : Epoch 2007 | loss: 0.00357991 | val_loss: 0.0034606 | Time: 5503.47 ms [2022-01-10 09:55:09 main:574] : INFO : Epoch 2008 | loss: 0.00358897 | val_loss: 0.00346521 | Time: 5536.69 ms [2022-01-10 09:55:15 main:574] : INFO : Epoch 2009 | loss: 0.00359954 | val_loss: 0.00346252 | Time: 5951.34 ms [2022-01-10 09:55:21 main:574] : INFO : Epoch 2010 | loss: 0.00357512 | val_loss: 0.00345531 | Time: 5513.38 ms [2022-01-10 09:55:26 main:574] : INFO : Epoch 2011 | loss: 0.00358883 | val_loss: 0.00348246 | Time: 5076.26 ms [2022-01-10 09:55:31 main:574] : INFO : Epoch 2012 | loss: 0.00358446 | val_loss: 0.00345433 | Time: 4906.17 ms [2022-01-10 09:55:36 main:574] : INFO : Epoch 2013 | loss: 0.0035899 | val_loss: 0.00355718 | Time: 4872.57 ms [2022-01-10 09:55:41 main:574] : INFO : Epoch 2014 | loss: 0.00360962 | val_loss: 0.00345991 | Time: 4892.44 ms [2022-01-10 09:55:45 main:574] : INFO : Epoch 2015 | loss: 0.00358338 | val_loss: 0.00346341 | Time: 4606.48 ms [2022-01-10 09:55:50 main:574] : INFO : Epoch 2016 | loss: 0.00358207 | val_loss: 0.00345169 | Time: 4712.31 ms [2022-01-10 09:55:55 main:574] : INFO : Epoch 2017 | loss: 0.00357366 | val_loss: 0.0034516 | Time: 5000.51 ms [2022-01-10 09:56:00 main:574] : INFO : Epoch 2018 | loss: 0.00357851 | val_loss: 0.00346987 | Time: 4770.76 ms [2022-01-10 09:56:05 main:574] : INFO : Epoch 2019 | loss: 0.00358178 | val_loss: 0.00345504 | Time: 4912.01 ms [2022-01-10 09:56:10 main:574] : INFO : Epoch 2020 | loss: 0.00357312 | val_loss: 0.00345041 | Time: 4669.59 ms [2022-01-10 09:56:14 main:574] : INFO : Epoch 2021 | loss: 0.00357237 | val_loss: 0.00346524 | Time: 4682.54 ms [2022-01-10 09:56:19 main:574] : INFO : Epoch 2022 | loss: 0.0035806 | val_loss: 0.00345964 | Time: 4541.15 ms [2022-01-10 09:56:24 main:574] : INFO : Epoch 2023 | loss: 0.0035815 | val_loss: 0.00346325 | Time: 4723.14 ms [2022-01-10 09:56:28 main:574] : INFO : Epoch 2024 | loss: 0.00356928 | val_loss: 0.00344571 | Time: 4737.37 ms [2022-01-10 09:56:33 main:574] : INFO : Epoch 2025 | loss: 0.00359327 | val_loss: 0.00346551 | Time: 4685.38 ms [2022-01-10 09:56:38 main:574] : INFO : Epoch 2026 | loss: 0.00358376 | val_loss: 0.00346645 | Time: 5362.34 ms [2022-01-10 09:56:43 main:574] : INFO : Epoch 2027 | loss: 0.00357785 | val_loss: 0.00345425 | Time: 4290.96 ms [2022-01-10 09:56:47 main:574] : INFO : Epoch 2028 | loss: 0.00357502 | val_loss: 0.00344582 | Time: 4750.01 ms [2022-01-10 09:56:52 main:574] : INFO : Epoch 2029 | loss: 0.00359078 | val_loss: 0.00344466 | Time: 4855.2 ms [2022-01-10 09:56:57 main:574] : INFO : Epoch 2030 | loss: 0.00355834 | val_loss: 0.00346274 | Time: 5234.29 ms [2022-01-10 09:57:03 main:574] : INFO : Epoch 2031 | loss: 0.00354615 | val_loss: 0.00340804 | Time: 5834.65 ms [2022-01-10 09:57:09 main:574] : INFO : Epoch 2032 | loss: 0.0035133 | val_loss: 0.00345772 | Time: 5606.27 ms [2022-01-10 09:57:14 main:574] : INFO : Epoch 2033 | loss: 0.00347938 | val_loss: 0.00331371 | Time: 4725.8 ms [2022-01-10 09:57:19 main:574] : INFO : Epoch 2034 | loss: 0.00364063 | val_loss: 0.00382362 | Time: 5294.95 ms [2022-01-10 09:57:24 main:574] : INFO : Epoch 2035 | loss: 0.00482995 | val_loss: 0.00371751 | Time: 5106.3 ms [2022-01-10 09:57:29 main:574] : INFO : Epoch 2036 | loss: 0.00328526 | val_loss: 0.00166918 | Time: 4522.93 ms [2022-01-10 09:57:33 main:574] : INFO : Epoch 2037 | loss: 0.00122392 | val_loss: 0.000974896 | Time: 4686.37 ms [2022-01-10 09:57:38 main:574] : INFO : Epoch 2038 | loss: 0.000965049 | val_loss: 0.000884336 | Time: 4470.84 ms [2022-01-10 09:57:43 main:574] : INFO : Epoch 2039 | loss: 0.000899235 | val_loss: 0.000830269 | Time: 4788.18 ms [2022-01-10 09:57:47 main:574] : INFO : Epoch 2040 | loss: 0.000868441 | val_loss: 0.000814684 | Time: 4604.15 ms [2022-01-10 09:57:52 main:574] : INFO : Epoch 2041 | loss: 0.000849669 | val_loss: 0.000788264 | Time: 4854.93 ms [2022-01-10 09:57:56 main:574] : INFO : Epoch 2042 | loss: 0.000822772 | val_loss: 0.000775893 | Time: 4361.87 ms [2022-01-10 09:58:01 main:574] : INFO : Epoch 2043 | loss: 0.000903128 | val_loss: 0.000766146 | Time: 4505.67 ms [2022-01-10 09:58:05 main:574] : INFO : Epoch 2044 | loss: 0.000815627 | val_loss: 0.000761551 | Time: 4387.32 ms [2022-01-10 09:58:10 main:574] : INFO : Epoch 2045 | loss: 0.000794584 | val_loss: 0.000747327 | Time: 4203.53 ms [2022-01-10 09:58:14 main:574] : INFO : Epoch 2046 | loss: 0.000786616 | val_loss: 0.000742326 | Time: 4581.13 ms [2022-01-10 09:58:18 main:574] : INFO : Epoch 2047 | loss: 0.000780761 | val_loss: 0.000735808 | Time: 4093.79 ms [2022-01-10 09:58:23 main:574] : INFO : Epoch 2048 | loss: 0.000770612 | val_loss: 0.000717822 | Time: 4435.67 ms [2022-01-10 09:58:23 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.000717822 [2022-01-10 09:58:23 main:603] : INFO : Saving end state to config to file [2022-01-10 09:58:23 main:608] : INFO : Success, exiting.. 09:58:23 (15432): 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)