Task 5630918
| Name | ParityMachine-1625099900-2346-0_1 |
| Workunit | 3399263 |
| Created | 4 Jul 2021, 21:36:12 UTC |
| Sent | 4 Jul 2021, 22:23:38 UTC |
| Report deadline | 12 Jul 2021, 22:23:38 UTC |
| Received | 5 Jul 2021, 10:40:36 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7287 |
| Run time | 1 hours 36 min 26 sec |
| CPU time | 1 hours 36 min 6 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 5,488.66 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.32 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> :34 main:574] : INFO : Epoch 1542 | loss: 0.031071 | val_loss: 0.0312194 | Time: 2836.7 ms [2021-07-05 12:16:37 main:574] : INFO : Epoch 1543 | loss: 0.0310696 | val_loss: 0.0312267 | Time: 2837.11 ms [2021-07-05 12:16:40 main:574] : INFO : Epoch 1544 | loss: 0.0310704 | val_loss: 0.031224 | Time: 2829.21 ms [2021-07-05 12:16:43 main:574] : INFO : Epoch 1545 | loss: 0.0310681 | val_loss: 0.0312193 | Time: 2812.15 ms [2021-07-05 12:16:45 main:574] : INFO : Epoch 1546 | loss: 0.03107 | val_loss: 0.031216 | Time: 2845.91 ms [2021-07-05 12:16:48 main:574] : INFO : Epoch 1547 | loss: 0.031072 | val_loss: 0.0312093 | Time: 2775.55 ms [2021-07-05 12:16:51 main:574] : INFO : Epoch 1548 | loss: 0.0310645 | val_loss: 0.0312043 | Time: 2859.76 ms [2021-07-05 12:16:54 main:574] : INFO : Epoch 1549 | loss: 0.0310664 | val_loss: 0.0311997 | Time: 2836.25 ms [2021-07-05 12:16:57 main:574] : INFO : Epoch 1550 | loss: 0.0310627 | val_loss: 0.0312003 | Time: 2788.33 ms [2021-07-05 12:16:59 main:574] : INFO : Epoch 1551 | loss: 0.0310743 | val_loss: 0.0312163 | Time: 2814.65 ms [2021-07-05 12:17:02 main:574] : INFO : Epoch 1552 | loss: 0.0310801 | val_loss: 0.0312292 | Time: 2844.13 ms [2021-07-05 12:17:05 main:574] : INFO : Epoch 1553 | loss: 0.0310686 | val_loss: 0.0312036 | Time: 2817.38 ms [2021-07-05 12:17:08 main:574] : INFO : Epoch 1554 | loss: 0.0310699 | val_loss: 0.0312032 | Time: 2873.77 ms [2021-07-05 12:17:11 main:574] : INFO : Epoch 1555 | loss: 0.0310637 | val_loss: 0.0312287 | Time: 2811.9 ms [2021-07-05 12:17:14 main:574] : INFO : Epoch 1556 | loss: 0.0310602 | val_loss: 0.0312081 | Time: 2840.56 ms [2021-07-05 12:17:17 main:574] : INFO : Epoch 1557 | loss: 0.0310596 | val_loss: 0.0312147 | Time: 2793.97 ms [2021-07-05 12:17:19 main:574] : INFO : Epoch 1558 | loss: 0.031061 | val_loss: 0.0312172 | Time: 2864.4 ms [2021-07-05 12:17:22 main:574] : INFO : Epoch 1559 | loss: 0.0310612 | val_loss: 0.0312184 | Time: 2783.96 ms [2021-07-05 12:17:25 main:574] : INFO : Epoch 1560 | loss: 0.0310559 | val_loss: 0.0312068 | Time: 2835.59 ms [2021-07-05 12:17:28 main:574] : INFO : Epoch 1561 | loss: 0.0310627 | val_loss: 0.031217 | Time: 2792.31 ms [2021-07-05 12:17:31 main:574] : INFO : Epoch 1562 | loss: 0.0310659 | val_loss: 0.0312414 | Time: 2797.4 ms [2021-07-05 12:17:33 main:574] : INFO : Epoch 1563 | loss: 0.0310662 | val_loss: 0.0312214 | Time: 2855.91 ms [2021-07-05 12:17:36 main:574] : INFO : Epoch 1564 | loss: 0.0310638 | val_loss: 0.0312104 | Time: 2834.35 ms [2021-07-05 12:17:39 main:574] : INFO : Epoch 1565 | loss: 0.031063 | val_loss: 0.031204 | Time: 2854.39 ms [2021-07-05 12:17:42 main:574] : INFO : Epoch 1566 | loss: 0.0310762 | val_loss: 0.0312106 | Time: 2822.58 ms [2021-07-05 12:17:45 main:574] : INFO : Epoch 1567 | loss: 0.0310691 | val_loss: 0.0312038 | Time: 2812.08 ms [2021-07-05 12:17:48 main:574] : INFO : Epoch 1568 | loss: 0.0310651 | val_loss: 0.0312284 | Time: 2843.08 ms [2021-07-05 12:17:51 main:574] : INFO : Epoch 1569 | loss: 0.0310635 | val_loss: 0.0312202 | Time: 2802.31 ms [2021-07-05 12:17:53 main:574] : INFO : Epoch 1570 | loss: 0.0310569 | val_loss: 0.0312087 | Time: 2842.48 ms [2021-07-05 12:17:56 main:574] : INFO : Epoch 1571 | loss: 0.031064 | val_loss: 0.0312054 | Time: 2822.91 ms [2021-07-05 12:17:59 main:574] : INFO : Epoch 1572 | loss: 0.0310669 | val_loss: 0.0312014 | Time: 2841 ms [2021-07-05 12:18:02 main:574] : INFO : Epoch 1573 | loss: 0.0310605 | val_loss: 0.0312427 | Time: 2825.59 ms [2021-07-05 12:18:05 main:574] : INFO : Epoch 1574 | loss: 0.0310661 | val_loss: 0.0312112 | Time: 2841.64 ms [2021-07-05 12:18:08 main:574] : INFO : Epoch 1575 | loss: 0.0310602 | val_loss: 0.0311919 | Time: 2801.34 ms [2021-07-05 12:18:10 main:574] : INFO : Epoch 1576 | loss: 0.0310701 | val_loss: 0.0312095 | Time: 2853.45 ms [2021-07-05 12:18:13 main:574] : INFO : Epoch 1577 | loss: 0.031068 | val_loss: 0.0312161 | Time: 2830.13 ms [2021-07-05 12:18:16 main:574] : INFO : Epoch 1578 | loss: 0.0310614 | val_loss: 0.0311964 | Time: 2793.33 ms [2021-07-05 12:18:18 main:574] : INFO : Epoch 1579 | loss: 0.0310613 | val_loss: 0.031218 | Time: 1761.94 ms [2021-07-05 12:18:20 main:574] : INFO : Epoch 1580 | loss: 0.0310665 | val_loss: 0.0312 | Time: 1686.33 ms [2021-07-05 12:18:21 main:574] : INFO : Epoch 1581 | loss: 0.0310679 | val_loss: 0.0312102 | Time: 1696.86 ms [2021-07-05 12:18:23 main:574] : INFO : Epoch 1582 | loss: 0.0310683 | val_loss: 0.0312171 | Time: 1698.92 ms [2021-07-05 12:18:25 main:574] : INFO : Epoch 1583 | loss: 0.0310661 | val_loss: 0.0311944 | Time: 1665.12 ms [2021-07-05 12:18:27 main:574] : INFO : Epoch 1584 | loss: 0.0310653 | val_loss: 0.0311954 | Time: 2451.21 ms [2021-07-05 12:18:30 main:574] : INFO : Epoch 1585 | loss: 0.0310583 | val_loss: 0.0312133 | Time: 2824.91 ms [2021-07-05 12:18:33 main:574] : INFO : Epoch 1586 | loss: 0.0310511 | val_loss: 0.0312155 | Time: 2790.19 ms [2021-07-05 12:18:36 main:574] : INFO : Epoch 1587 | loss: 0.0310551 | val_loss: 0.0312151 | Time: 2830.25 ms [2021-07-05 12:18:38 main:574] : INFO : Epoch 1588 | loss: 0.0310542 | val_loss: 0.031213 | Time: 2797.32 ms [2021-07-05 12:18:41 main:574] : INFO : Epoch 1589 | loss: 0.0310585 | val_loss: 0.0312121 | Time: 2811.86 ms [2021-07-05 12:18:44 main:574] : INFO : Epoch 1590 | loss: 0.0310609 | val_loss: 0.0312157 | Time: 2867.91 ms [2021-07-05 12:18:47 main:574] : INFO : Epoch 1591 | loss: 0.0310553 | val_loss: 0.031205 | Time: 2827.21 ms [2021-07-05 12:18:50 main:574] : INFO : Epoch 1592 | loss: 0.0310625 | val_loss: 0.0311967 | Time: 2801.01 ms [2021-07-05 12:18:53 main:574] : INFO : Epoch 1593 | loss: 0.0310592 | val_loss: 0.0312177 | Time: 2801 ms [2021-07-05 12:18:55 main:574] : INFO : Epoch 1594 | loss: 0.031061 | val_loss: 0.0312083 | Time: 2728.75 ms [2021-07-05 12:18:58 main:574] : INFO : Epoch 1595 | loss: 0.0310535 | val_loss: 0.0312088 | Time: 2817.15 ms [2021-07-05 12:19:01 main:574] : INFO : Epoch 1596 | loss: 0.0310518 | val_loss: 0.0312124 | Time: 2812.36 ms [2021-07-05 12:19:04 main:574] : INFO : Epoch 1597 | loss: 0.0310551 | val_loss: 0.0312206 | Time: 2877.58 ms [2021-07-05 12:19:07 main:574] : INFO : Epoch 1598 | loss: 0.0310532 | val_loss: 0.0312283 | Time: 2848.54 ms [2021-07-05 12:19:10 main:574] : INFO : Epoch 1599 | loss: 0.0310548 | val_loss: 0.0312009 | Time: 2825.16 ms [2021-07-05 12:19:12 main:574] : INFO : Epoch 1600 | loss: 0.0310587 | val_loss: 0.031203 | Time: 2784.34 ms [2021-07-05 12:19:15 main:574] : INFO : Epoch 1601 | loss: 0.0310639 | val_loss: 0.031238 | Time: 2836.56 ms [2021-07-05 12:19:18 main:574] : INFO : Epoch 1602 | loss: 0.0310637 | val_loss: 0.031212 | Time: 2786.63 ms [2021-07-05 12:19:21 main:574] : INFO : Epoch 1603 | loss: 0.0310624 | val_loss: 0.0312128 | Time: 2851.49 ms [2021-07-05 12:19:24 main:574] : INFO : Epoch 1604 | loss: 0.0310489 | val_loss: 0.0312204 | Time: 2816.97 ms [2021-07-05 12:19:26 main:574] : INFO : Epoch 1605 | loss: 0.0310503 | val_loss: 0.0312149 | Time: 2844.54 ms [2021-07-05 12:19:29 main:574] : INFO : Epoch 1606 | loss: 0.0310536 | val_loss: 0.0312208 | Time: 2812.41 ms [2021-07-05 12:19:32 main:574] : INFO : Epoch 1607 | loss: 0.031053 | val_loss: 0.0312278 | Time: 2811.49 ms [2021-07-05 12:19:35 main:574] : INFO : Epoch 1608 | loss: 0.0310501 | val_loss: 0.0312515 | Time: 2790.26 ms [2021-07-05 12:19:38 main:574] : INFO : Epoch 1609 | loss: 0.0310573 | val_loss: 0.0312351 | Time: 2852.07 ms [2021-07-05 12:19:41 main:574] : INFO : Epoch 1610 | loss: 0.0310535 | val_loss: 0.0312208 | Time: 2795.49 ms [2021-07-05 12:19:43 main:574] : INFO : Epoch 1611 | loss: 0.0310527 | val_loss: 0.0312373 | Time: 2833.88 ms [2021-07-05 12:19:46 main:574] : INFO : Epoch 1612 | loss: 0.031061 | val_loss: 0.0311948 | Time: 2801.37 ms [2021-07-05 12:19:49 main:574] : INFO : Epoch 1613 | loss: 0.0310674 | val_loss: 0.0312037 | Time: 2885.8 ms [2021-07-05 12:19:52 main:574] : INFO : Epoch 1614 | loss: 0.0310588 | val_loss: 0.0312388 | Time: 2838.9 ms [2021-07-05 12:19:55 main:574] : INFO : Epoch 1615 | loss: 0.0310547 | val_loss: 0.0312154 | Time: 2824.25 ms [2021-07-05 12:19:58 main:574] : INFO : Epoch 1616 | loss: 0.0310541 | val_loss: 0.031245 | Time: 2861.11 ms [2021-07-05 12:20:01 main:574] : INFO : Epoch 1617 | loss: 0.0310579 | val_loss: 0.0312158 | Time: 2856.33 ms [2021-07-05 12:20:03 main:574] : INFO : Epoch 1618 | loss: 0.0310547 | val_loss: 0.0312242 | Time: 2816.82 ms [2021-07-05 12:20:06 main:574] : INFO : Epoch 1619 | loss: 0.0310606 | val_loss: 0.0312189 | Time: 2863.65 ms [2021-07-05 12:20:09 main:574] : INFO : Epoch 1620 | loss: 0.0310519 | val_loss: 0.0312403 | Time: 2857.68 ms [2021-07-05 12:20:12 main:574] : INFO : Epoch 1621 | loss: 0.0310502 | val_loss: 0.0312128 | Time: 2850.14 ms [2021-07-05 12:20:15 main:574] : INFO : Epoch 1622 | loss: 0.0310487 | val_loss: 0.0312202 | Time: 2796.93 ms [2021-07-05 12:20:18 main:574] : INFO : Epoch 1623 | loss: 0.0310507 | val_loss: 0.0312217 | Time: 2844.68 ms [2021-07-05 12:20:20 main:574] : INFO : Epoch 1624 | loss: 0.0310504 | val_loss: 0.0312314 | Time: 2758.5 ms [2021-07-05 12:20:23 main:574] : INFO : Epoch 1625 | loss: 0.031053 | val_loss: 0.0312111 | Time: 2786 ms [2021-07-05 12:20:26 main:574] : INFO : Epoch 1626 | loss: 0.031047 | val_loss: 0.0312274 | Time: 2845.06 ms [2021-07-05 12:20:29 main:574] : INFO : Epoch 1627 | loss: 0.0310473 | val_loss: 0.0312154 | Time: 2845.33 ms [2021-07-05 12:20:32 main:574] : INFO : Epoch 1628 | loss: 0.0310532 | val_loss: 0.0312214 | Time: 2811.7 ms [2021-07-05 12:20:35 main:574] : INFO : Epoch 1629 | loss: 0.0310605 | val_loss: 0.0312105 | Time: 2792.13 ms [2021-07-05 12:20:37 main:574] : INFO : Epoch 1630 | loss: 0.031066 | val_loss: 0.0312222 | Time: 2838.53 ms [2021-07-05 12:20:40 main:574] : INFO : Epoch 1631 | loss: 0.0310614 | val_loss: 0.0312153 | Time: 2852.62 ms [2021-07-05 12:20:43 main:574] : INFO : Epoch 1632 | loss: 0.0310567 | val_loss: 0.0312185 | Time: 2795.63 ms [2021-07-05 12:20:46 main:574] : INFO : Epoch 1633 | loss: 0.031051 | val_loss: 0.0312148 | Time: 2851.66 ms [2021-07-05 12:20:49 main:574] : INFO : Epoch 1634 | loss: 0.0310545 | val_loss: 0.0312221 | Time: 2846.86 ms [2021-07-05 12:20:52 main:574] : INFO : Epoch 1635 | loss: 0.0310607 | val_loss: 0.0312209 | Time: 2853.77 ms [2021-07-05 12:20:55 main:574] : INFO : Epoch 1636 | loss: 0.0310598 | val_loss: 0.0312247 | Time: 2814.62 ms [2021-07-05 12:20:57 main:574] : INFO : Epoch 1637 | loss: 0.0310524 | val_loss: 0.0312224 | Time: 2839.23 ms [2021-07-05 12:21:00 main:574] : INFO : Epoch 1638 | loss: 0.0310624 | val_loss: 0.0312249 | Time: 2840.23 ms [2021-07-05 12:21:03 main:574] : INFO : Epoch 1639 | loss: 0.0310551 | val_loss: 0.0312182 | Time: 2859.27 ms [2021-07-05 12:21:06 main:574] : INFO : Epoch 1640 | loss: 0.0310505 | val_loss: 0.0312081 | Time: 2826.82 ms [2021-07-05 12:21:09 main:574] : INFO : Epoch 1641 | loss: 0.031058 | val_loss: 0.0312069 | Time: 2888.17 ms [2021-07-05 12:21:12 main:574] : INFO : Epoch 1642 | loss: 0.031059 | val_loss: 0.0312191 | Time: 2830.9 ms [2021-07-05 12:21:14 main:574] : INFO : Epoch 1643 | loss: 0.0310561 | val_loss: 0.0312115 | Time: 2801.88 ms [2021-07-05 12:21:17 main:574] : INFO : Epoch 1644 | loss: 0.0310481 | val_loss: 0.0312004 | Time: 2851.2 ms [2021-07-05 12:21:20 main:574] : INFO : Epoch 1645 | loss: 0.0310477 | val_loss: 0.0312042 | Time: 2821.89 ms [2021-07-05 12:21:23 main:574] : INFO : Epoch 1646 | loss: 0.0310486 | val_loss: 0.0312258 | Time: 2815.84 ms [2021-07-05 12:21:26 main:574] : INFO : Epoch 1647 | loss: 0.0310454 | val_loss: 0.0312197 | Time: 2870.84 ms [2021-07-05 12:21:29 main:574] : INFO : Epoch 1648 | loss: 0.03105 | val_loss: 0.0312278 | Time: 2847.54 ms [2021-07-05 12:21:32 main:574] : INFO : Epoch 1649 | loss: 0.0310798 | val_loss: 0.0312112 | Time: 2803.5 ms [2021-07-05 12:21:34 main:574] : INFO : Epoch 1650 | loss: 0.0310661 | val_loss: 0.0312063 | Time: 2828.83 ms [2021-07-05 12:21:37 main:574] : INFO : Epoch 1651 | loss: 0.0310541 | val_loss: 0.0312146 | Time: 2834.47 ms [2021-07-05 12:21:40 main:574] : INFO : Epoch 1652 | loss: 0.0310497 | val_loss: 0.031243 | Time: 2820.89 ms [2021-07-05 12:21:43 main:574] : INFO : Epoch 1653 | loss: 0.031056 | val_loss: 0.031191 | Time: 2865.67 ms [2021-07-05 12:21:46 main:574] : INFO : Epoch 1654 | loss: 0.031066 | val_loss: 0.0312152 | Time: 2812.64 ms [2021-07-05 12:21:49 main:574] : INFO : Epoch 1655 | loss: 0.0310502 | val_loss: 0.0312266 | Time: 2791.79 ms [2021-07-05 12:21:51 main:574] : INFO : Epoch 1656 | loss: 0.031045 | val_loss: 0.0312328 | Time: 2751.73 ms [2021-07-05 12:21:54 main:574] : INFO : Epoch 1657 | loss: 0.0310543 | val_loss: 0.0312389 | Time: 2822.59 ms [2021-07-05 12:21:57 main:574] : INFO : Epoch 1658 | loss: 0.0310618 | val_loss: 0.0311962 | Time: 2847.84 ms [2021-07-05 12:22:00 main:574] : INFO : Epoch 1659 | loss: 0.0310574 | val_loss: 0.0312286 | Time: 2880.92 ms [2021-07-05 12:22:03 main:574] : INFO : Epoch 1660 | loss: 0.0310498 | val_loss: 0.0312269 | Time: 2778.8 ms [2021-07-05 12:22:06 main:574] : INFO : Epoch 1661 | loss: 0.0310475 | val_loss: 0.0312125 | Time: 2842.91 ms [2021-07-05 12:22:08 main:574] : INFO : Epoch 1662 | loss: 0.0310449 | val_loss: 0.0312361 | Time: 2805.71 ms [2021-07-05 12:22:11 main:574] : INFO : Epoch 1663 | loss: 0.0310454 | val_loss: 0.0312164 | Time: 2847.38 ms [2021-07-05 12:22:14 main:574] : INFO : Epoch 1664 | loss: 0.0310524 | val_loss: 0.0312011 | Time: 2799.81 ms [2021-07-05 12:22:17 main:574] : INFO : Epoch 1665 | loss: 0.031053 | val_loss: 0.0312204 | Time: 2787.87 ms [2021-07-05 12:22:20 main:574] : INFO : Epoch 1666 | loss: 0.0310795 | val_loss: 0.0312014 | Time: 2800.44 ms [2021-07-05 12:22:22 main:574] : INFO : Epoch 1667 | loss: 0.0310856 | val_loss: 0.0312038 | Time: 2822.52 ms [2021-07-05 12:22:25 main:574] : INFO : Epoch 1668 | loss: 0.0310671 | val_loss: 0.0312403 | Time: 2848.3 ms [2021-07-05 12:22:28 main:574] : INFO : Epoch 1669 | loss: 0.0310532 | val_loss: 0.0312264 | Time: 2830.29 ms [2021-07-05 12:22:31 main:574] : INFO : Epoch 1670 | loss: 0.0310471 | val_loss: 0.0312351 | Time: 2818.89 ms [2021-07-05 12:22:34 main:574] : INFO : Epoch 1671 | loss: 0.0310447 | val_loss: 0.0312171 | Time: 2809.14 ms [2021-07-05 12:22:37 main:574] : INFO : Epoch 1672 | loss: 0.0310452 | val_loss: 0.0312491 | Time: 2805.68 ms [2021-07-05 12:22:39 main:574] : INFO : Epoch 1673 | loss: 0.0310501 | val_loss: 0.0312432 | Time: 2812.01 ms [2021-07-05 12:22:42 main:574] : INFO : Epoch 1674 | loss: 0.0310454 | val_loss: 0.0312438 | Time: 2812.31 ms [2021-07-05 12:22:45 main:574] : INFO : Epoch 1675 | loss: 0.0310496 | val_loss: 0.0312408 | Time: 2793.85 ms [2021-07-05 12:22:48 main:574] : INFO : Epoch 1676 | loss: 0.0310454 | val_loss: 0.0312295 | Time: 2786.26 ms [2021-07-05 12:22:51 main:574] : INFO : Epoch 1677 | loss: 0.0310425 | val_loss: 0.0312402 | Time: 2826.39 ms [2021-07-05 12:22:54 main:574] : INFO : Epoch 1678 | loss: 0.0310431 | val_loss: 0.0312522 | Time: 2801.17 ms [2021-07-05 12:22:56 main:574] : INFO : Epoch 1679 | loss: 0.0310497 | val_loss: 0.0312536 | Time: 2821.35 ms [2021-07-05 12:22:59 main:574] : INFO : Epoch 1680 | loss: 0.0310544 | val_loss: 0.0312081 | Time: 2821.51 ms [2021-07-05 12:23:02 main:574] : INFO : Epoch 1681 | loss: 0.0310561 | val_loss: 0.0312281 | Time: 2844.75 ms [2021-07-05 12:23:05 main:574] : INFO : Epoch 1682 | loss: 0.0310526 | val_loss: 0.0312336 | Time: 2852.28 ms [2021-07-05 12:23:08 main:574] : INFO : Epoch 1683 | loss: 0.031098 | val_loss: 0.0312193 | Time: 2849.44 ms [2021-07-05 12:23:11 main:574] : INFO : Epoch 1684 | loss: 0.0312588 | val_loss: 0.0312539 | Time: 2781.27 ms [2021-07-05 12:23:13 main:574] : INFO : Epoch 1685 | loss: 0.0312546 | val_loss: 0.0312471 | Time: 2853.26 ms [2021-07-05 12:23:16 main:574] : INFO : Epoch 1686 | loss: 0.0312453 | val_loss: 0.031245 | Time: 2884.43 ms [2021-07-05 12:23:19 main:574] : INFO : Epoch 1687 | loss: 0.0312433 | val_loss: 0.0312455 | Time: 2844.86 ms [2021-07-05 12:23:22 main:574] : INFO : Epoch 1688 | loss: 0.0312394 | val_loss: 0.0312382 | Time: 2818.46 ms [2021-07-05 12:23:25 main:574] : INFO : Epoch 1689 | loss: 0.0312307 | val_loss: 0.0312437 | Time: 2856.87 ms [2021-07-05 12:23:28 main:574] : INFO : Epoch 1690 | loss: 0.0312514 | val_loss: 0.0312431 | Time: 2774.24 ms [2021-07-05 12:23:30 main:574] : INFO : Epoch 1691 | loss: 0.0312399 | val_loss: 0.0312278 | Time: 2827.53 ms [2021-07-05 12:23:33 main:574] : INFO : Epoch 1692 | loss: 0.0312296 | val_loss: 0.0312369 | Time: 2812.8 ms [2021-07-05 12:23:36 main:574] : INFO : Epoch 1693 | loss: 0.031233 | val_loss: 0.031222 | Time: 2871.85 ms [2021-07-05 12:23:39 main:574] : INFO : Epoch 1694 | loss: 0.0312235 | val_loss: 0.031219 | Time: 2838.2 ms [2021-07-05 12:23:42 main:574] : INFO : Epoch 1695 | loss: 0.0312215 | val_loss: 0.0312383 | Time: 2849.74 ms [2021-07-05 12:23:45 main:574] : INFO : Epoch 1696 | loss: 0.0312478 | val_loss: 0.0312506 | Time: 2827.68 ms [2021-07-05 12:23:48 main:574] : INFO : Epoch 1697 | loss: 0.0312495 | val_loss: 0.0312503 | Time: 2815.09 ms [2021-07-05 12:23:50 main:574] : INFO : Epoch 1698 | loss: 0.0312487 | val_loss: 0.0312482 | Time: 2854.36 ms [2021-07-05 12:23:53 main:574] : INFO : Epoch 1699 | loss: 0.0312464 | val_loss: 0.0312443 | Time: 2853.02 ms [2021-07-05 12:23:56 main:574] : INFO : Epoch 1700 | loss: 0.0312432 | val_loss: 0.0312371 | Time: 2823.41 ms [2021-07-05 12:23:59 main:574] : INFO : Epoch 1701 | loss: 0.0312416 | val_loss: 0.031238 | Time: 2858.6 ms [2021-07-05 12:24:02 main:574] : INFO : Epoch 1702 | loss: 0.0312357 | val_loss: 0.0312356 | Time: 2808.24 ms [2021-07-05 12:24:05 main:574] : INFO : Epoch 1703 | loss: 0.0312337 | val_loss: 0.0312322 | Time: 2866.75 ms [2021-07-05 12:24:07 main:574] : INFO : Epoch 1704 | loss: 0.0312345 | val_loss: 0.0312281 | Time: 2807.17 ms [2021-07-05 12:24:10 main:574] : INFO : Epoch 1705 | loss: 0.0312234 | val_loss: 0.0312229 | Time: 2830.29 ms [2021-07-05 12:24:13 main:574] : INFO : Epoch 1706 | loss: 0.0312164 | val_loss: 0.0312129 | Time: 2835.08 ms [2021-07-05 12:24:16 main:574] : INFO : Epoch 1707 | loss: 0.031208 | val_loss: 0.03121 | Time: 2799.35 ms [2021-07-05 12:24:19 main:574] : INFO : Epoch 1708 | loss: 0.0312113 | val_loss: 0.031206 | Time: 2834.29 ms [2021-07-05 12:24:22 main:574] : INFO : Epoch 1709 | loss: 0.0312049 | val_loss: 0.0312077 | Time: 2809.15 ms [2021-07-05 12:24:24 main:574] : INFO : Epoch 1710 | loss: 0.0312078 | val_loss: 0.0312145 | Time: 2791.48 ms [2021-07-05 12:24:27 main:574] : INFO : Epoch 1711 | loss: 0.0312058 | val_loss: 0.0312061 | Time: 2814.99 ms [2021-07-05 12:24:30 main:574] : INFO : Epoch 1712 | loss: 0.0312072 | val_loss: 0.0312116 | Time: 2839.56 ms [2021-07-05 12:24:33 main:574] : INFO : Epoch 1713 | loss: 0.0312062 | val_loss: 0.0312105 | Time: 2850.33 ms [2021-07-05 12:24:36 main:574] : INFO : Epoch 1714 | loss: 0.0312019 | val_loss: 0.0312033 | Time: 2819.41 ms [2021-07-05 12:24:39 main:574] : INFO : Epoch 1715 | loss: 0.0311959 | val_loss: 0.0312 | Time: 2842.38 ms [2021-07-05 12:24:41 main:574] : INFO : Epoch 1716 | loss: 0.0311947 | val_loss: 0.0311935 | Time: 2809.74 ms [2021-07-05 12:24:44 main:574] : INFO : Epoch 1717 | loss: 0.0311913 | val_loss: 0.0311911 | Time: 2823.13 ms [2021-07-05 12:24:47 main:574] : INFO : Epoch 1718 | loss: 0.0311921 | val_loss: 0.0311965 | Time: 2802.51 ms [2021-07-05 12:24:50 main:574] : INFO : Epoch 1719 | loss: 0.0311933 | val_loss: 0.031189 | Time: 2866.29 ms [2021-07-05 12:24:53 main:574] : INFO : Epoch 1720 | loss: 0.0311858 | val_loss: 0.0311884 | Time: 2820.09 ms [2021-07-05 12:24:56 main:574] : INFO : Epoch 1721 | loss: 0.0311845 | val_loss: 0.0311856 | Time: 2815.15 ms [2021-07-05 12:24:58 main:574] : INFO : Epoch 1722 | loss: 0.0311838 | val_loss: 0.0311851 | Time: 2798.94 ms [2021-07-05 12:25:01 main:574] : INFO : Epoch 1723 | loss: 0.0311805 | val_loss: 0.031185 | Time: 2868.72 ms [2021-07-05 12:25:04 main:574] : INFO : Epoch 1724 | loss: 0.0311815 | val_loss: 0.031182 | Time: 2811.49 ms [2021-07-05 12:25:07 main:574] : INFO : Epoch 1725 | loss: 0.0311795 | val_loss: 0.0311818 | Time: 2773.93 ms [2021-07-05 12:25:10 main:574] : INFO : Epoch 1726 | loss: 0.0311799 | val_loss: 0.0311818 | Time: 2827.56 ms [2021-07-05 12:25:13 main:574] : INFO : Epoch 1727 | loss: 0.031178 | val_loss: 0.0311809 | Time: 2788.83 ms [2021-07-05 12:25:15 main:574] : INFO : Epoch 1728 | loss: 0.0311766 | val_loss: 0.031179 | Time: 2834.78 ms [2021-07-05 12:25:18 main:574] : INFO : Epoch 1729 | loss: 0.0311803 | val_loss: 0.0311835 | Time: 2786.48 ms [2021-07-05 12:25:21 main:574] : INFO : Epoch 1730 | loss: 0.0311739 | val_loss: 0.031181 | Time: 2838.65 ms [2021-07-05 12:25:24 main:574] : INFO : Epoch 1731 | loss: 0.0311735 | val_loss: 0.0311811 | Time: 2849.81 ms [2021-07-05 12:25:27 main:574] : INFO : Epoch 1732 | loss: 0.0311719 | val_loss: 0.0311802 | Time: 2846.41 ms [2021-07-05 12:25:30 main:574] : INFO : Epoch 1733 | loss: 0.0311736 | val_loss: 0.031176 | Time: 2807.53 ms [2021-07-05 12:25:32 main:574] : INFO : Epoch 1734 | loss: 0.031168 | val_loss: 0.031175 | Time: 2821.15 ms [2021-07-05 12:25:35 main:574] : INFO : Epoch 1735 | loss: 0.0311678 | val_loss: 0.0311749 | Time: 2815.85 ms [2021-07-05 12:25:38 main:574] : INFO : Epoch 1736 | loss: 0.0311685 | val_loss: 0.031174 | Time: 2808.05 ms [2021-07-05 12:25:41 main:574] : INFO : Epoch 1737 | loss: 0.031167 | val_loss: 0.0311717 | Time: 2801.48 ms [2021-07-05 12:25:44 main:574] : INFO : Epoch 1738 | loss: 0.031169 | val_loss: 0.0311744 | Time: 2849.23 ms [2021-07-05 12:25:47 main:574] : INFO : Epoch 1739 | loss: 0.0311679 | val_loss: 0.0311737 | Time: 2812 ms [2021-07-05 12:25:49 main:574] : INFO : Epoch 1740 | loss: 0.0311684 | val_loss: 0.0311728 | Time: 2757.45 ms [2021-07-05 12:25:52 main:574] : INFO : Epoch 1741 | loss: 0.0311667 | val_loss: 0.0311742 | Time: 2820.23 ms [2021-07-05 12:25:55 main:574] : INFO : Epoch 1742 | loss: 0.0311645 | val_loss: 0.0311718 | Time: 2856.16 ms [2021-07-05 12:25:58 main:574] : INFO : Epoch 1743 | loss: 0.031164 | val_loss: 0.0311699 | Time: 2799.35 ms [2021-07-05 12:26:01 main:574] : INFO : Epoch 1744 | loss: 0.0311631 | val_loss: 0.0311737 | Time: 2839.77 ms [2021-07-05 12:26:03 main:574] : INFO : Epoch 1745 | loss: 0.0311629 | val_loss: 0.0311703 | Time: 2750.81 ms [2021-07-05 12:26:06 main:574] : INFO : Epoch 1746 | loss: 0.0311625 | val_loss: 0.0311699 | Time: 2837.47 ms [2021-07-05 12:26:09 main:574] : INFO : Epoch 1747 | loss: 0.0311618 | val_loss: 0.0311718 | Time: 2835.61 ms [2021-07-05 12:26:12 main:574] : INFO : Epoch 1748 | loss: 0.031162 | val_loss: 0.031172 | Time: 2837.31 ms [2021-07-05 12:26:15 main:574] : INFO : Epoch 1749 | loss: 0.0311611 | val_loss: 0.0311707 | Time: 2852.87 ms [2021-07-05 12:26:18 main:574] : INFO : Epoch 1750 | loss: 0.0311613 | val_loss: 0.0311697 | Time: 2823.2 ms [2021-07-05 12:26:21 main:574] : INFO : Epoch 1751 | loss: 0.0311598 | val_loss: 0.0311702 | Time: 2829.42 ms [2021-07-05 12:26:23 main:574] : INFO : Epoch 1752 | loss: 0.0311591 | val_loss: 0.0311707 | Time: 2844.62 ms [2021-07-05 12:26:26 main:574] : INFO : Epoch 1753 | loss: 0.0311591 | val_loss: 0.0311776 | Time: 2837.61 ms [2021-07-05 12:26:29 main:574] : INFO : Epoch 1754 | loss: 0.0311614 | val_loss: 0.0311722 | Time: 2786.43 ms [2021-07-05 12:26:32 main:574] : INFO : Epoch 1755 | loss: 0.0311593 | val_loss: 0.031171 | Time: 2789.66 ms [2021-07-05 12:26:35 main:574] : INFO : Epoch 1756 | loss: 0.0311591 | val_loss: 0.0311713 | Time: 2778.8 ms [2021-07-05 12:26:37 main:574] : INFO : Epoch 1757 | loss: 0.0311576 | val_loss: 0.031171 | Time: 2800.15 ms [2021-07-05 12:26:40 main:574] : INFO : Epoch 1758 | loss: 0.031157 | val_loss: 0.0311724 | Time: 2826.21 ms [2021-07-05 12:26:43 main:574] : INFO : Epoch 1759 | loss: 0.0311571 | val_loss: 0.0311759 | Time: 2807.6 ms [2021-07-05 12:26:46 main:574] : INFO : Epoch 1760 | loss: 0.0311578 | val_loss: 0.0311724 | Time: 2868.54 ms [2021-07-05 12:26:49 main:574] : INFO : Epoch 1761 | loss: 0.0311582 | val_loss: 0.031179 | Time: 2838.87 ms [2021-07-05 12:26:52 main:574] : INFO : Epoch 1762 | loss: 0.03116 | val_loss: 0.031171 | Time: 2860.02 ms [2021-07-05 12:26:54 main:574] : INFO : Epoch 1763 | loss: 0.0311607 | val_loss: 0.0311695 | Time: 2739.15 ms [2021-07-05 12:26:57 main:574] : INFO : Epoch 1764 | loss: 0.0311561 | val_loss: 0.0311714 | Time: 2872.48 ms [2021-07-05 12:27:00 main:574] : INFO : Epoch 1765 | loss: 0.0311553 | val_loss: 0.0311739 | Time: 2824.94 ms [2021-07-05 12:27:03 main:574] : INFO : Epoch 1766 | loss: 0.0311559 | val_loss: 0.0311732 | Time: 2781.25 ms [2021-07-05 12:27:06 main:574] : INFO : Epoch 1767 | loss: 0.0311567 | val_loss: 0.0311796 | Time: 2786.75 ms [2021-07-05 12:27:08 main:574] : INFO : Epoch 1768 | loss: 0.0311559 | val_loss: 0.0311777 | Time: 2759.52 ms [2021-07-05 12:27:11 main:574] : INFO : Epoch 1769 | loss: 0.0311554 | val_loss: 0.0311728 | Time: 2820.72 ms [2021-07-05 12:27:14 main:574] : INFO : Epoch 1770 | loss: 0.0311562 | val_loss: 0.031174 | Time: 2837.03 ms [2021-07-05 12:27:17 main:574] : INFO : Epoch 1771 | loss: 0.0311546 | val_loss: 0.0311757 | Time: 2816.78 ms [2021-07-05 12:27:20 main:574] : INFO : Epoch 1772 | loss: 0.0311536 | val_loss: 0.031175 | Time: 2868.32 ms [2021-07-05 12:27:23 main:574] : INFO : Epoch 1773 | loss: 0.0311583 | val_loss: 0.031177 | Time: 2842.72 ms [2021-07-05 12:27:26 main:574] : INFO : Epoch 1774 | loss: 0.0311582 | val_loss: 0.0311759 | Time: 2810.06 ms [2021-07-05 12:27:28 main:574] : INFO : Epoch 1775 | loss: 0.0311602 | val_loss: 0.0311703 | Time: 2819.67 ms [2021-07-05 12:27:31 main:574] : INFO : Epoch 1776 | loss: 0.0311589 | val_loss: 0.0311702 | Time: 2846.59 ms [2021-07-05 12:27:34 main:574] : INFO : Epoch 1777 | loss: 0.0311551 | val_loss: 0.0311724 | Time: 2813.86 ms [2021-07-05 12:27:37 main:574] : INFO : Epoch 1778 | loss: 0.0311529 | val_loss: 0.0311743 | Time: 2867.83 ms [2021-07-05 12:27:40 main:574] : INFO : Epoch 1779 | loss: 0.0311526 | val_loss: 0.0311728 | Time: 2804.63 ms [2021-07-05 12:27:43 main:574] : INFO : Epoch 1780 | loss: 0.0311511 | val_loss: 0.0311732 | Time: 2834.83 ms [2021-07-05 12:27:45 main:574] : INFO : Epoch 1781 | loss: 0.0311518 | val_loss: 0.0311747 | Time: 2795.24 ms [2021-07-05 12:27:48 main:574] : INFO : Epoch 1782 | loss: 0.0311516 | val_loss: 0.0311744 | Time: 2819.65 ms [2021-07-05 12:27:51 main:574] : INFO : Epoch 1783 | loss: 0.031151 | val_loss: 0.0311799 | Time: 2834.94 ms [2021-07-05 12:27:54 main:574] : INFO : Epoch 1784 | loss: 0.0311516 | val_loss: 0.0311779 | Time: 2846.81 ms [2021-07-05 12:27:57 main:574] : INFO : Epoch 1785 | loss: 0.0311704 | val_loss: 0.0312024 | Time: 2832.38 ms [2021-07-05 12:28:00 main:574] : INFO : Epoch 1786 | loss: 0.0311902 | val_loss: 0.031188 | Time: 2843.06 ms [2021-07-05 12:28:02 main:574] : INFO : Epoch 1787 | loss: 0.0311813 | val_loss: 0.0311745 | Time: 2812.25 ms [2021-07-05 12:28:05 main:574] : INFO : Epoch 1788 | loss: 0.0311738 | val_loss: 0.0311736 | Time: 2828.35 ms [2021-07-05 12:28:08 main:574] : INFO : Epoch 1789 | loss: 0.0311713 | val_loss: 0.031171 | Time: 2814.63 ms [2021-07-05 12:28:11 main:574] : INFO : Epoch 1790 | loss: 0.0311693 | val_loss: 0.0311698 | Time: 2814.47 ms [2021-07-05 12:28:14 main:574] : INFO : Epoch 1791 | loss: 0.031168 | val_loss: 0.03117 | Time: 2778.33 ms [2021-07-05 12:28:17 main:574] : INFO : Epoch 1792 | loss: 0.0311684 | val_loss: 0.0311717 | Time: 2844.82 ms [2021-07-05 12:28:19 main:574] : INFO : Epoch 1793 | loss: 0.0311658 | val_loss: 0.0311689 | Time: 2780.34 ms [2021-07-05 12:28:22 main:574] : INFO : Epoch 1794 | loss: 0.0311678 | val_loss: 0.0311755 | Time: 2851.61 ms [2021-07-05 12:28:25 main:574] : INFO : Epoch 1795 | loss: 0.031166 | val_loss: 0.0311727 | Time: 2811.66 ms [2021-07-05 12:28:28 main:574] : INFO : Epoch 1796 | loss: 0.0311637 | val_loss: 0.0311689 | Time: 2838.21 ms [2021-07-05 12:28:31 main:574] : INFO : Epoch 1797 | loss: 0.0311643 | val_loss: 0.0311697 | Time: 2817.29 ms [2021-07-05 12:28:34 main:574] : INFO : Epoch 1798 | loss: 0.0311652 | val_loss: 0.0311688 | Time: 2820.81 ms [2021-07-05 12:28:36 main:574] : INFO : Epoch 1799 | loss: 0.0311638 | val_loss: 0.0311725 | Time: 2805.45 ms [2021-07-05 12:28:39 main:574] : INFO : Epoch 1800 | loss: 0.031163 | val_loss: 0.0311692 | Time: 2811.77 ms [2021-07-05 12:28:42 main:574] : INFO : Epoch 1801 | loss: 0.0311614 | val_loss: 0.0311682 | Time: 2812.29 ms [2021-07-05 12:28:45 main:574] : INFO : Epoch 1802 | loss: 0.0311615 | val_loss: 0.0311687 | Time: 2843.22 ms [2021-07-05 12:28:48 main:574] : INFO : Epoch 1803 | loss: 0.0311604 | val_loss: 0.0311685 | Time: 2812.06 ms [2021-07-05 12:28:50 main:574] : INFO : Epoch 1804 | loss: 0.0311618 | val_loss: 0.0311701 | Time: 2840.77 ms [2021-07-05 12:28:53 main:574] : INFO : Epoch 1805 | loss: 0.0311603 | val_loss: 0.0311704 | Time: 2877.18 ms [2021-07-05 12:28:56 main:574] : INFO : Epoch 1806 | loss: 0.0311601 | val_loss: 0.0311683 | Time: 2867.83 ms [2021-07-05 12:28:59 main:574] : INFO : Epoch 1807 | loss: 0.0311586 | val_loss: 0.0311692 | Time: 2822.52 ms [2021-07-05 12:29:02 main:574] : INFO : Epoch 1808 | loss: 0.0311589 | val_loss: 0.0311707 | Time: 2839.41 ms [2021-07-05 12:29:05 main:574] : INFO : Epoch 1809 | loss: 0.0311624 | val_loss: 0.0311744 | Time: 2838.98 ms [2021-07-05 12:29:08 main:574] : INFO : Epoch 1810 | loss: 0.03116 | val_loss: 0.0311705 | Time: 2844.39 ms [2021-07-05 12:29:10 main:574] : INFO : Epoch 1811 | loss: 0.0311592 | val_loss: 0.0311706 | Time: 2803.99 ms [2021-07-05 12:29:13 main:574] : INFO : Epoch 1812 | loss: 0.0311593 | val_loss: 0.0311697 | Time: 2857.5 ms [2021-07-05 12:29:16 main:574] : INFO : Epoch 1813 | loss: 0.031161 | val_loss: 0.0311744 | Time: 2852.29 ms [2021-07-05 12:29:19 main:574] : INFO : Epoch 1814 | loss: 0.0311603 | val_loss: 0.0311715 | Time: 2852.73 ms [2021-07-05 12:29:22 main:574] : INFO : Epoch 1815 | loss: 0.0311576 | val_loss: 0.0311677 | Time: 2803.08 ms [2021-07-05 12:29:25 main:574] : INFO : Epoch 1816 | loss: 0.0311561 | val_loss: 0.0311712 | Time: 2795.26 ms [2021-07-05 12:29:28 main:574] : INFO : Epoch 1817 | loss: 0.0311573 | val_loss: 0.0311697 | Time: 2822.3 ms [2021-07-05 12:29:30 main:574] : INFO : Epoch 1818 | loss: 0.0311565 | val_loss: 0.0311692 | Time: 2804.32 ms [2021-07-05 12:29:33 main:574] : INFO : Epoch 1819 | loss: 0.0311565 | val_loss: 0.0311704 | Time: 2785.7 ms [2021-07-05 12:29:36 main:574] : INFO : Epoch 1820 | loss: 0.0311576 | val_loss: 0.031174 | Time: 2888.05 ms [2021-07-05 12:29:39 main:574] : INFO : Epoch 1821 | loss: 0.0311573 | val_loss: 0.0311697 | Time: 2816.17 ms [2021-07-05 12:29:42 main:574] : INFO : Epoch 1822 | loss: 0.0311593 | val_loss: 0.0311713 | Time: 2851.72 ms [2021-07-05 12:29:45 main:574] : INFO : Epoch 1823 | loss: 0.0311596 | val_loss: 0.0311692 | Time: 2842.25 ms [2021-07-05 12:29:47 main:574] : INFO : Epoch 1824 | loss: 0.0311591 | val_loss: 0.0311723 | Time: 2857.81 ms [2021-07-05 12:29:50 main:574] : INFO : Epoch 1825 | loss: 0.0311588 | val_loss: 0.03117 | Time: 2826.8 ms [2021-07-05 12:29:53 main:574] : INFO : Epoch 1826 | loss: 0.031159 | val_loss: 0.031176 | Time: 2820.3 ms [2021-07-05 12:29:56 main:574] : INFO : Epoch 1827 | loss: 0.0311564 | val_loss: 0.0311723 | Time: 2816.85 ms [2021-07-05 12:29:59 main:574] : INFO : Epoch 1828 | loss: 0.0311599 | val_loss: 0.0311708 | Time: 2866.06 ms [2021-07-05 12:30:02 main:574] : INFO : Epoch 1829 | loss: 0.0311581 | val_loss: 0.031169 | Time: 2805.51 ms [2021-07-05 12:30:04 main:574] : INFO : Epoch 1830 | loss: 0.03116 | val_loss: 0.0311695 | Time: 2810.74 ms [2021-07-05 12:30:07 main:574] : INFO : Epoch 1831 | loss: 0.0311578 | val_loss: 0.0311704 | Time: 2833.83 ms [2021-07-05 12:30:10 main:574] : INFO : Epoch 1832 | loss: 0.0311578 | val_loss: 0.0311693 | Time: 2851.98 ms [2021-07-05 12:30:13 main:574] : INFO : Epoch 1833 | loss: 0.0311561 | val_loss: 0.0311713 | Time: 2848.14 ms [2021-07-05 12:30:16 main:574] : INFO : Epoch 1834 | loss: 0.031155 | val_loss: 0.031169 | Time: 2853.94 ms [2021-07-05 12:30:19 main:574] : INFO : Epoch 1835 | loss: 0.0311566 | val_loss: 0.0311722 | Time: 2806.64 ms [2021-07-05 12:30:22 main:574] : INFO : Epoch 1836 | loss: 0.0311567 | val_loss: 0.0311717 | Time: 2829.32 ms [2021-07-05 12:30:24 main:574] : INFO : Epoch 1837 | loss: 0.0311544 | val_loss: 0.0311701 | Time: 2791.34 ms [2021-07-05 12:30:27 main:574] : INFO : Epoch 1838 | loss: 0.0311542 | val_loss: 0.0311754 | Time: 2818.98 ms [2021-07-05 12:30:30 main:574] : INFO : Epoch 1839 | loss: 0.0311565 | val_loss: 0.0311725 | Time: 2828.67 ms [2021-07-05 12:30:33 main:574] : INFO : Epoch 1840 | loss: 0.0311632 | val_loss: 0.0311695 | Time: 2844.35 ms [2021-07-05 12:30:36 main:574] : INFO : Epoch 1841 | loss: 0.0311602 | val_loss: 0.0311683 | Time: 2778.24 ms [2021-07-05 12:30:38 main:574] : INFO : Epoch 1842 | loss: 0.0311569 | val_loss: 0.031169 | Time: 2814.6 ms [2021-07-05 12:30:41 main:574] : INFO : Epoch 1843 | loss: 0.0311566 | val_loss: 0.0311674 | Time: 2847.31 ms [2021-07-05 12:30:44 main:574] : INFO : Epoch 1844 | loss: 0.0311561 | val_loss: 0.0311688 | Time: 2816.83 ms [2021-07-05 12:30:47 main:574] : INFO : Epoch 1845 | loss: 0.0311542 | val_loss: 0.0311681 | Time: 2777.18 ms [2021-07-05 12:30:50 main:574] : INFO : Epoch 1846 | loss: 0.0311564 | val_loss: 0.031174 | Time: 2814.08 ms [2021-07-05 12:30:53 main:574] : INFO : Epoch 1847 | loss: 0.0311572 | val_loss: 0.0311774 | Time: 2812.22 ms [2021-07-05 12:30:55 main:574] : INFO : Epoch 1848 | loss: 0.0311546 | val_loss: 0.0311697 | Time: 2811.36 ms [2021-07-05 12:30:58 main:574] : INFO : Epoch 1849 | loss: 0.0311528 | val_loss: 0.0311694 | Time: 2837.84 ms [2021-07-05 12:31:01 main:574] : INFO : Epoch 1850 | loss: 0.0311542 | val_loss: 0.0311706 | Time: 2848.88 ms [2021-07-05 12:31:04 main:574] : INFO : Epoch 1851 | loss: 0.0311547 | val_loss: 0.0311686 | Time: 2809.91 ms [2021-07-05 12:31:07 main:574] : INFO : Epoch 1852 | loss: 0.0311521 | val_loss: 0.0311685 | Time: 2838.49 ms [2021-07-05 12:31:10 main:574] : INFO : Epoch 1853 | loss: 0.0311524 | val_loss: 0.0311706 | Time: 2809.28 ms [2021-07-05 12:31:12 main:574] : INFO : Epoch 1854 | loss: 0.0311521 | val_loss: 0.0311721 | Time: 2846.27 ms [2021-07-05 12:31:15 main:574] : INFO : Epoch 1855 | loss: 0.0311545 | val_loss: 0.0311703 | Time: 2828.29 ms [2021-07-05 12:31:18 main:574] : INFO : Epoch 1856 | loss: 0.0311556 | val_loss: 0.0311699 | Time: 2843.75 ms [2021-07-05 12:31:21 main:574] : INFO : Epoch 1857 | loss: 0.0311543 | val_loss: 0.0311686 | Time: 2756.52 ms [2021-07-05 12:31:24 main:574] : INFO : Epoch 1858 | loss: 0.0311527 | val_loss: 0.031171 | Time: 2831.76 ms [2021-07-05 12:31:27 main:574] : INFO : Epoch 1859 | loss: 0.0311556 | val_loss: 0.0311704 | Time: 2813.62 ms [2021-07-05 12:31:29 main:574] : INFO : Epoch 1860 | loss: 0.031157 | val_loss: 0.0311819 | Time: 2839.36 ms [2021-07-05 12:31:32 main:574] : INFO : Epoch 1861 | loss: 0.0311566 | val_loss: 0.0311731 | Time: 2816.55 ms [2021-07-05 12:31:35 main:574] : INFO : Epoch 1862 | loss: 0.0311561 | val_loss: 0.0311798 | Time: 2778.77 ms [2021-07-05 12:31:38 main:574] : INFO : Epoch 1863 | loss: 0.0311546 | val_loss: 0.0311778 | Time: 2863.73 ms [2021-07-05 12:31:41 main:574] : INFO : Epoch 1864 | loss: 0.031159 | val_loss: 0.0311723 | Time: 2832.74 ms [2021-07-05 12:31:44 main:574] : INFO : Epoch 1865 | loss: 0.0311563 | val_loss: 0.0311704 | Time: 2814.7 ms [2021-07-05 12:31:46 main:574] : INFO : Epoch 1866 | loss: 0.0311541 | val_loss: 0.0311708 | Time: 2835.36 ms [2021-07-05 12:31:49 main:574] : INFO : Epoch 1867 | loss: 0.0311539 | val_loss: 0.0311707 | Time: 2784.9 ms [2021-07-05 12:31:52 main:574] : INFO : Epoch 1868 | loss: 0.0311534 | val_loss: 0.0311699 | Time: 2848.02 ms [2021-07-05 12:31:55 main:574] : INFO : Epoch 1869 | loss: 0.031152 | val_loss: 0.0311715 | Time: 2797.8 ms [2021-07-05 12:31:58 main:574] : INFO : Epoch 1870 | loss: 0.0311515 | val_loss: 0.0311768 | Time: 2845.55 ms [2021-07-05 12:32:01 main:574] : INFO : Epoch 1871 | loss: 0.0311524 | val_loss: 0.0311732 | Time: 2769.76 ms [2021-07-05 12:32:03 main:574] : INFO : Epoch 1872 | loss: 0.0311501 | val_loss: 0.0311731 | Time: 2854.84 ms [2021-07-05 12:32:06 main:574] : INFO : Epoch 1873 | loss: 0.0311496 | val_loss: 0.0311701 | Time: 2790.02 ms [2021-07-05 12:32:09 main:574] : INFO : Epoch 1874 | loss: 0.0311487 | val_loss: 0.0311706 | Time: 2835.49 ms [2021-07-05 12:32:12 main:574] : INFO : Epoch 1875 | loss: 0.0311494 | val_loss: 0.0311771 | Time: 2833.38 ms [2021-07-05 12:32:15 main:574] : INFO : Epoch 1876 | loss: 0.0311489 | val_loss: 0.0311711 | Time: 2819.47 ms [2021-07-05 12:32:17 main:574] : INFO : Epoch 1877 | loss: 0.0311483 | val_loss: 0.0311698 | Time: 2743.27 ms [2021-07-05 12:32:20 main:574] : INFO : Epoch 1878 | loss: 0.0311482 | val_loss: 0.0311732 | Time: 2816.14 ms [2021-07-05 12:32:23 main:574] : INFO : Epoch 1879 | loss: 0.0311471 | val_loss: 0.0311729 | Time: 2820.62 ms [2021-07-05 12:32:26 main:574] : INFO : Epoch 1880 | loss: 0.0311463 | val_loss: 0.0311784 | Time: 2836.08 ms [2021-07-05 12:32:29 main:574] : INFO : Epoch 1881 | loss: 0.0311477 | val_loss: 0.0311747 | Time: 2790.93 ms [2021-07-05 12:32:32 main:574] : INFO : Epoch 1882 | loss: 0.0311495 | val_loss: 0.0311795 | Time: 2782.16 ms [2021-07-05 12:32:34 main:574] : INFO : Epoch 1883 | loss: 0.0311475 | val_loss: 0.0311789 | Time: 2790.96 ms [2021-07-05 12:32:37 main:574] : INFO : Epoch 1884 | loss: 0.0311573 | val_loss: 0.031171 | Time: 2872.58 ms [2021-07-05 12:32:40 main:574] : INFO : Epoch 1885 | loss: 0.0311748 | val_loss: 0.0312266 | Time: 2811.46 ms [2021-07-05 12:32:43 main:574] : INFO : Epoch 1886 | loss: 0.0327316 | val_loss: 0.0321711 | Time: 2845.51 ms [2021-07-05 12:32:46 main:574] : INFO : Epoch 1887 | loss: 0.0321387 | val_loss: 0.0314114 | Time: 2770.53 ms [2021-07-05 12:32:48 main:574] : INFO : Epoch 1888 | loss: 0.0313394 | val_loss: 0.0312854 | Time: 2846.81 ms [2021-07-05 12:32:51 main:574] : INFO : Epoch 1889 | loss: 0.0312647 | val_loss: 0.0312557 | Time: 2840.88 ms [2021-07-05 12:32:54 main:574] : INFO : Epoch 1890 | loss: 0.0312531 | val_loss: 0.0312512 | Time: 2786.64 ms [2021-07-05 12:32:57 main:574] : INFO : Epoch 1891 | loss: 0.031251 | val_loss: 0.0312505 | Time: 2790.61 ms [2021-07-05 12:33:00 main:574] : INFO : Epoch 1892 | loss: 0.0312499 | val_loss: 0.0312504 | Time: 2844.81 ms [2021-07-05 12:33:03 main:574] : INFO : Epoch 1893 | loss: 0.0312498 | val_loss: 0.0312496 | Time: 2812.69 ms [2021-07-05 12:33:05 main:574] : INFO : Epoch 1894 | loss: 0.03125 | val_loss: 0.0312512 | Time: 2790.36 ms [2021-07-05 12:33:08 main:574] : INFO : Epoch 1895 | loss: 0.0312499 | val_loss: 0.0312516 | Time: 2815.15 ms [2021-07-05 12:33:11 main:574] : INFO : Epoch 1896 | loss: 0.03125 | val_loss: 0.0312496 | Time: 2833.98 ms [2021-07-05 12:33:14 main:574] : INFO : Epoch 1897 | loss: 0.0312499 | val_loss: 0.0312495 | Time: 2839.78 ms [2021-07-05 12:33:17 main:574] : INFO : Epoch 1898 | loss: 0.0312499 | val_loss: 0.0312494 | Time: 2822.94 ms [2021-07-05 12:33:20 main:574] : INFO : Epoch 1899 | loss: 0.0312493 | val_loss: 0.0312492 | Time: 2791.19 ms [2021-07-05 12:33:22 main:574] : INFO : Epoch 1900 | loss: 0.0312497 | val_loss: 0.0312506 | Time: 2835.19 ms [2021-07-05 12:33:25 main:574] : INFO : Epoch 1901 | loss: 0.0312505 | val_loss: 0.0312496 | Time: 2813.91 ms [2021-07-05 12:33:28 main:574] : INFO : Epoch 1902 | loss: 0.0312501 | val_loss: 0.0312508 | Time: 2792.38 ms [2021-07-05 12:33:31 main:574] : INFO : Epoch 1903 | loss: 0.0312503 | val_loss: 0.03125 | Time: 2739.71 ms [2021-07-05 12:33:34 main:574] : INFO : Epoch 1904 | loss: 0.0312496 | val_loss: 0.0312493 | Time: 2818.79 ms [2021-07-05 12:33:36 main:574] : INFO : Epoch 1905 | loss: 0.0312502 | val_loss: 0.03125 | Time: 2826.62 ms [2021-07-05 12:33:39 main:574] : INFO : Epoch 1906 | loss: 0.0312494 | val_loss: 0.0312494 | Time: 2798.47 ms [2021-07-05 12:33:42 main:574] : INFO : Epoch 1907 | loss: 0.0312492 | val_loss: 0.0312494 | Time: 2815.77 ms [2021-07-05 12:33:45 main:574] : INFO : Epoch 1908 | loss: 0.0312495 | val_loss: 0.0312489 | Time: 2836.88 ms [2021-07-05 12:33:48 main:574] : INFO : Epoch 1909 | loss: 0.0312496 | val_loss: 0.0312489 | Time: 2832.83 ms [2021-07-05 12:33:51 main:574] : INFO : Epoch 1910 | loss: 0.0312496 | val_loss: 0.0312492 | Time: 2814.73 ms [2021-07-05 12:33:53 main:574] : INFO : Epoch 1911 | loss: 0.031249 | val_loss: 0.0312488 | Time: 2757.38 ms [2021-07-05 12:33:56 main:574] : INFO : Epoch 1912 | loss: 0.0312486 | val_loss: 0.0312494 | Time: 2812.29 ms [2021-07-05 12:33:59 main:574] : INFO : Epoch 1913 | loss: 0.0312495 | val_loss: 0.0312489 | Time: 2786.63 ms [2021-07-05 12:34:02 main:574] : INFO : Epoch 1914 | loss: 0.0312487 | val_loss: 0.0312486 | Time: 2838.7 ms [2021-07-05 12:34:05 main:574] : INFO : Epoch 1915 | loss: 0.0312489 | val_loss: 0.0312498 | Time: 2835.89 ms [2021-07-05 12:34:08 main:574] : INFO : Epoch 1916 | loss: 0.0312484 | val_loss: 0.0312489 | Time: 2844.95 ms [2021-07-05 12:34:10 main:574] : INFO : Epoch 1917 | loss: 0.0312487 | val_loss: 0.0312487 | Time: 2809.06 ms [2021-07-05 12:34:13 main:574] : INFO : Epoch 1918 | loss: 0.0312486 | val_loss: 0.0312482 | Time: 2876.19 ms [2021-07-05 12:34:16 main:574] : INFO : Epoch 1919 | loss: 0.0312486 | val_loss: 0.0312484 | Time: 2838.51 ms [2021-07-05 12:34:19 main:574] : INFO : Epoch 1920 | loss: 0.0312484 | val_loss: 0.031249 | Time: 2813.06 ms [2021-07-05 12:34:22 main:574] : INFO : Epoch 1921 | loss: 0.0312484 | val_loss: 0.0312482 | Time: 2832.11 ms [2021-07-05 12:34:25 main:574] : INFO : Epoch 1922 | loss: 0.0312491 | val_loss: 0.0312491 | Time: 2809.97 ms [2021-07-05 12:34:27 main:574] : INFO : Epoch 1923 | loss: 0.0312509 | val_loss: 0.0312504 | Time: 2814.77 ms [2021-07-05 12:34:30 main:574] : INFO : Epoch 1924 | loss: 0.0312486 | val_loss: 0.031248 | Time: 2847.76 ms [2021-07-05 12:34:33 main:574] : INFO : Epoch 1925 | loss: 0.0312481 | val_loss: 0.0312483 | Time: 2826.05 ms [2021-07-05 12:34:36 main:574] : INFO : Epoch 1926 | loss: 0.0312492 | val_loss: 0.0312494 | Time: 2837.66 ms [2021-07-05 12:34:39 main:574] : INFO : Epoch 1927 | loss: 0.0312528 | val_loss: 0.0312508 | Time: 2749.42 ms [2021-07-05 12:34:42 main:574] : INFO : Epoch 1928 | loss: 0.0312491 | val_loss: 0.0312483 | Time: 2852.38 ms [2021-07-05 12:34:44 main:574] : INFO : Epoch 1929 | loss: 0.0312484 | val_loss: 0.0312479 | Time: 2816.15 ms [2021-07-05 12:34:47 main:574] : INFO : Epoch 1930 | loss: 0.0312484 | val_loss: 0.0312475 | Time: 2849.73 ms [2021-07-05 12:34:50 main:574] : INFO : Epoch 1931 | loss: 0.0312477 | val_loss: 0.0312476 | Time: 2872.61 ms [2021-07-05 12:34:53 main:574] : INFO : Epoch 1932 | loss: 0.0312475 | val_loss: 0.0312484 | Time: 2810.2 ms [2021-07-05 12:34:56 main:574] : INFO : Epoch 1933 | loss: 0.0312481 | val_loss: 0.0312473 | Time: 2792.66 ms [2021-07-05 12:34:59 main:574] : INFO : Epoch 1934 | loss: 0.0312513 | val_loss: 0.0312539 | Time: 2831.74 ms [2021-07-05 12:35:01 main:574] : INFO : Epoch 1935 | loss: 0.0312541 | val_loss: 0.0312486 | Time: 2816.5 ms [2021-07-05 12:35:04 main:574] : INFO : Epoch 1936 | loss: 0.0312497 | val_loss: 0.0312487 | Time: 2837.99 ms [2021-07-05 12:35:07 main:574] : INFO : Epoch 1937 | loss: 0.0312486 | val_loss: 0.0312487 | Time: 2833.18 ms [2021-07-05 12:35:10 main:574] : INFO : Epoch 1938 | loss: 0.0312479 | val_loss: 0.0312512 | Time: 2848.62 ms [2021-07-05 12:35:13 main:574] : INFO : Epoch 1939 | loss: 0.0312487 | val_loss: 0.0312475 | Time: 2830.35 ms [2021-07-05 12:35:16 main:574] : INFO : Epoch 1940 | loss: 0.0312477 | val_loss: 0.031248 | Time: 2833.97 ms [2021-07-05 12:35:19 main:574] : INFO : Epoch 1941 | loss: 0.031248 | val_loss: 0.0312476 | Time: 2854.53 ms [2021-07-05 12:35:21 main:574] : INFO : Epoch 1942 | loss: 0.0312478 | val_loss: 0.0312477 | Time: 2831.29 ms [2021-07-05 12:35:24 main:574] : INFO : Epoch 1943 | loss: 0.0312489 | val_loss: 0.0312476 | Time: 2838.49 ms [2021-07-05 12:35:27 main:574] : INFO : Epoch 1944 | loss: 0.0312496 | val_loss: 0.0312474 | Time: 2817.37 ms [2021-07-05 12:35:30 main:574] : INFO : Epoch 1945 | loss: 0.0312491 | val_loss: 0.0312473 | Time: 2825.5 ms [2021-07-05 12:35:33 main:574] : INFO : Epoch 1946 | loss: 0.0312472 | val_loss: 0.0312471 | Time: 2774.89 ms [2021-07-05 12:35:36 main:574] : INFO : Epoch 1947 | loss: 0.0312482 | val_loss: 0.0312471 | Time: 2813.23 ms [2021-07-05 12:35:38 main:574] : INFO : Epoch 1948 | loss: 0.0312479 | val_loss: 0.0312513 | Time: 2853.88 ms [2021-07-05 12:35:41 main:574] : INFO : Epoch 1949 | loss: 0.0312489 | val_loss: 0.0312496 | Time: 2834.73 ms [2021-07-05 12:35:44 main:574] : INFO : Epoch 1950 | loss: 0.0312474 | val_loss: 0.0312512 | Time: 2794.25 ms [2021-07-05 12:35:47 main:574] : INFO : Epoch 1951 | loss: 0.03125 | val_loss: 0.0312483 | Time: 2786.9 ms [2021-07-05 12:35:50 main:574] : INFO : Epoch 1952 | loss: 0.0312472 | val_loss: 0.0312467 | Time: 2830.11 ms [2021-07-05 12:35:52 main:574] : INFO : Epoch 1953 | loss: 0.0312469 | val_loss: 0.0312462 | Time: 2808.11 ms [2021-07-05 12:35:55 main:574] : INFO : Epoch 1954 | loss: 0.0312474 | val_loss: 0.0312482 | Time: 2826.03 ms [2021-07-05 12:35:58 main:574] : INFO : Epoch 1955 | loss: 0.0312484 | val_loss: 0.0312494 | Time: 2830.37 ms [2021-07-05 12:36:01 main:574] : INFO : Epoch 1956 | loss: 0.0312476 | val_loss: 0.0312467 | Time: 2808.1 ms [2021-07-05 12:36:04 main:574] : INFO : Epoch 1957 | loss: 0.0312466 | val_loss: 0.0312466 | Time: 2779.33 ms [2021-07-05 12:36:07 main:574] : INFO : Epoch 1958 | loss: 0.0312472 | val_loss: 0.0312484 | Time: 2856.1 ms [2021-07-05 12:36:10 main:574] : INFO : Epoch 1959 | loss: 0.0312476 | val_loss: 0.0312465 | Time: 2866.79 ms [2021-07-05 12:36:12 main:574] : INFO : Epoch 1960 | loss: 0.0312482 | val_loss: 0.0312467 | Time: 2814.19 ms [2021-07-05 12:36:15 main:574] : INFO : Epoch 1961 | loss: 0.0312491 | val_loss: 0.0312477 | Time: 2819.69 ms [2021-07-05 12:36:18 main:574] : INFO : Epoch 1962 | loss: 0.0312478 | val_loss: 0.0312466 | Time: 2813.06 ms [2021-07-05 12:36:21 main:574] : INFO : Epoch 1963 | loss: 0.0312496 | val_loss: 0.0312481 | Time: 2810.67 ms [2021-07-05 12:36:24 main:574] : INFO : Epoch 1964 | loss: 0.0312483 | val_loss: 0.0312481 | Time: 2806.37 ms [2021-07-05 12:36:26 main:574] : INFO : Epoch 1965 | loss: 0.0312485 | val_loss: 0.0312494 | Time: 2811.44 ms [2021-07-05 12:36:29 main:574] : INFO : Epoch 1966 | loss: 0.0312487 | val_loss: 0.0312475 | Time: 2849.08 ms [2021-07-05 12:36:32 main:574] : INFO : Epoch 1967 | loss: 0.0312479 | val_loss: 0.0312464 | Time: 2846.53 ms [2021-07-05 12:36:35 main:574] : INFO : Epoch 1968 | loss: 0.0312476 | val_loss: 0.0312506 | Time: 2841.03 ms [2021-07-05 12:36:38 main:574] : INFO : Epoch 1969 | loss: 0.0312476 | val_loss: 0.0312493 | Time: 2816.03 ms [2021-07-05 12:36:41 main:574] : INFO : Epoch 1970 | loss: 0.0312479 | val_loss: 0.0312462 | Time: 2811.92 ms [2021-07-05 12:36:43 main:574] : INFO : Epoch 1971 | loss: 0.0312475 | val_loss: 0.0312479 | Time: 2822.7 ms [2021-07-05 12:36:46 main:574] : INFO : Epoch 1972 | loss: 0.0312485 | val_loss: 0.0312466 | Time: 2867.14 ms [2021-07-05 12:36:49 main:574] : INFO : Epoch 1973 | loss: 0.0312482 | val_loss: 0.0312473 | Time: 2824.26 ms [2021-07-05 12:36:52 main:574] : INFO : Epoch 1974 | loss: 0.0312479 | val_loss: 0.0312467 | Time: 2820.88 ms [2021-07-05 12:36:55 main:574] : INFO : Epoch 1975 | loss: 0.0312463 | val_loss: 0.0312472 | Time: 2792.02 ms [2021-07-05 12:36:58 main:574] : INFO : Epoch 1976 | loss: 0.0312478 | val_loss: 0.0312489 | Time: 2832.21 ms [2021-07-05 12:37:00 main:574] : INFO : Epoch 1977 | loss: 0.0312484 | val_loss: 0.0312461 | Time: 2842.55 ms [2021-07-05 12:37:03 main:574] : INFO : Epoch 1978 | loss: 0.0312471 | val_loss: 0.0312472 | Time: 2853.61 ms [2021-07-05 12:37:06 main:574] : INFO : Epoch 1979 | loss: 0.031248 | val_loss: 0.0312473 | Time: 2816.72 ms [2021-07-05 12:37:09 main:574] : INFO : Epoch 1980 | loss: 0.0312474 | val_loss: 0.0312468 | Time: 2839.93 ms [2021-07-05 12:37:12 main:574] : INFO : Epoch 1981 | loss: 0.0312459 | val_loss: 0.0312472 | Time: 2833.63 ms [2021-07-05 12:37:15 main:574] : INFO : Epoch 1982 | loss: 0.031247 | val_loss: 0.0312455 | Time: 2864.38 ms [2021-07-05 12:37:18 main:574] : INFO : Epoch 1983 | loss: 0.0312464 | val_loss: 0.0312464 | Time: 2779.62 ms [2021-07-05 12:37:20 main:574] : INFO : Epoch 1984 | loss: 0.0312465 | val_loss: 0.0312508 | Time: 2851.65 ms [2021-07-05 12:37:23 main:574] : INFO : Epoch 1985 | loss: 0.0312477 | val_loss: 0.0312553 | Time: 2805.07 ms [2021-07-05 12:37:26 main:574] : INFO : Epoch 1986 | loss: 0.03125 | val_loss: 0.0312481 | Time: 2829.49 ms [2021-07-05 12:37:29 main:574] : INFO : Epoch 1987 | loss: 0.0312463 | val_loss: 0.0312454 | Time: 2806.35 ms [2021-07-05 12:37:32 main:574] : INFO : Epoch 1988 | loss: 0.0312471 | val_loss: 0.0312573 | Time: 2794.58 ms [2021-07-05 12:37:34 main:574] : INFO : Epoch 1989 | loss: 0.0312494 | val_loss: 0.0312473 | Time: 2774.11 ms [2021-07-05 12:37:37 main:574] : INFO : Epoch 1990 | loss: 0.0312472 | val_loss: 0.0312473 | Time: 2837.07 ms [2021-07-05 12:37:40 main:574] : INFO : Epoch 1991 | loss: 0.0312463 | val_loss: 0.0312459 | Time: 2791.93 ms [2021-07-05 12:37:43 main:574] : INFO : Epoch 1992 | loss: 0.0312482 | val_loss: 0.0312476 | Time: 2811.86 ms [2021-07-05 12:37:46 main:574] : INFO : Epoch 1993 | loss: 0.0312481 | val_loss: 0.0312459 | Time: 2827.63 ms [2021-07-05 12:37:49 main:574] : INFO : Epoch 1994 | loss: 0.0312463 | val_loss: 0.0312456 | Time: 2834.72 ms [2021-07-05 12:37:51 main:574] : INFO : Epoch 1995 | loss: 0.0312484 | val_loss: 0.031247 | Time: 2808.84 ms [2021-07-05 12:37:54 main:574] : INFO : Epoch 1996 | loss: 0.0312476 | val_loss: 0.0312471 | Time: 2809.03 ms [2021-07-05 12:37:57 main:574] : INFO : Epoch 1997 | loss: 0.0312468 | val_loss: 0.0312453 | Time: 2774.37 ms [2021-07-05 12:38:00 main:574] : INFO : Epoch 1998 | loss: 0.031245 | val_loss: 0.0312449 | Time: 2855.33 ms [2021-07-05 12:38:03 main:574] : INFO : Epoch 1999 | loss: 0.0312454 | val_loss: 0.0312438 | Time: 2782.23 ms [2021-07-05 12:38:05 main:574] : INFO : Epoch 2000 | loss: 0.0312444 | val_loss: 0.0312436 | Time: 2784.43 ms [2021-07-05 12:38:08 main:574] : INFO : Epoch 2001 | loss: 0.0312462 | val_loss: 0.0312492 | Time: 2836.27 ms [2021-07-05 12:38:11 main:574] : INFO : Epoch 2002 | loss: 0.0312456 | val_loss: 0.0312441 | Time: 2818.77 ms [2021-07-05 12:38:14 main:574] : INFO : Epoch 2003 | loss: 0.0312444 | val_loss: 0.0312438 | Time: 2810.74 ms [2021-07-05 12:38:17 main:574] : INFO : Epoch 2004 | loss: 0.031245 | val_loss: 0.0312515 | Time: 2789.99 ms [2021-07-05 12:38:20 main:574] : INFO : Epoch 2005 | loss: 0.031247 | val_loss: 0.0312439 | Time: 2812.09 ms [2021-07-05 12:38:22 main:574] : INFO : Epoch 2006 | loss: 0.0312455 | val_loss: 0.0312447 | Time: 2832.64 ms [2021-07-05 12:38:25 main:574] : INFO : Epoch 2007 | loss: 0.0312448 | val_loss: 0.0312475 | Time: 2789.67 ms [2021-07-05 12:38:28 main:574] : INFO : Epoch 2008 | loss: 0.0312454 | val_loss: 0.0312437 | Time: 2811.74 ms [2021-07-05 12:38:31 main:574] : INFO : Epoch 2009 | loss: 0.0312486 | val_loss: 0.0312518 | Time: 2801.53 ms [2021-07-05 12:38:34 main:574] : INFO : Epoch 2010 | loss: 0.0312472 | val_loss: 0.0312495 | Time: 2805.59 ms [2021-07-05 12:38:36 main:574] : INFO : Epoch 2011 | loss: 0.0312464 | val_loss: 0.031245 | Time: 2744.25 ms [2021-07-05 12:38:39 main:574] : INFO : Epoch 2012 | loss: 0.0312443 | val_loss: 0.0312441 | Time: 2801.09 ms [2021-07-05 12:38:42 main:574] : INFO : Epoch 2013 | loss: 0.0312444 | val_loss: 0.0312426 | Time: 2783.49 ms [2021-07-05 12:38:45 main:574] : INFO : Epoch 2014 | loss: 0.0312459 | val_loss: 0.0312481 | Time: 2825.12 ms [2021-07-05 12:38:48 main:574] : INFO : Epoch 2015 | loss: 0.0312454 | val_loss: 0.0312447 | Time: 2785.68 ms [2021-07-05 12:38:51 main:574] : INFO : Epoch 2016 | loss: 0.0312436 | val_loss: 0.0312427 | Time: 2821.7 ms [2021-07-05 12:38:53 main:574] : INFO : Epoch 2017 | loss: 0.0312457 | val_loss: 0.0312429 | Time: 2804.43 ms [2021-07-05 12:38:56 main:574] : INFO : Epoch 2018 | loss: 0.0312436 | val_loss: 0.031245 | Time: 2804.3 ms [2021-07-05 12:38:59 main:574] : INFO : Epoch 2019 | loss: 0.0312474 | val_loss: 0.0312446 | Time: 2810.23 ms [2021-07-05 12:39:02 main:574] : INFO : Epoch 2020 | loss: 0.0312457 | val_loss: 0.0312443 | Time: 2811.48 ms [2021-07-05 12:39:05 main:574] : INFO : Epoch 2021 | loss: 0.0312442 | val_loss: 0.0312443 | Time: 2856.68 ms [2021-07-05 12:39:07 main:574] : INFO : Epoch 2022 | loss: 0.031244 | val_loss: 0.0312445 | Time: 2849.09 ms [2021-07-05 12:39:10 main:574] : INFO : Epoch 2023 | loss: 0.031244 | val_loss: 0.0312433 | Time: 2859.49 ms [2021-07-05 12:39:13 main:574] : INFO : Epoch 2024 | loss: 0.0312432 | val_loss: 0.0312453 | Time: 2853.1 ms [2021-07-05 12:39:16 main:574] : INFO : Epoch 2025 | loss: 0.0312435 | val_loss: 0.0312437 | Time: 2806.07 ms [2021-07-05 12:39:19 main:574] : INFO : Epoch 2026 | loss: 0.0312482 | val_loss: 0.0312454 | Time: 2782.01 ms [2021-07-05 12:39:22 main:574] : INFO : Epoch 2027 | loss: 0.0312467 | val_loss: 0.0312445 | Time: 2774.71 ms [2021-07-05 12:39:25 main:574] : INFO : Epoch 2028 | loss: 0.0312467 | val_loss: 0.031243 | Time: 2836.35 ms [2021-07-05 12:39:27 main:574] : INFO : Epoch 2029 | loss: 0.0312444 | val_loss: 0.0312425 | Time: 2783.62 ms [2021-07-05 12:39:30 main:574] : INFO : Epoch 2030 | loss: 0.0312449 | val_loss: 0.0312483 | Time: 2821.05 ms [2021-07-05 12:39:33 main:574] : INFO : Epoch 2031 | loss: 0.0312462 | val_loss: 0.0312457 | Time: 2783.08 ms [2021-07-05 12:39:36 main:574] : INFO : Epoch 2032 | loss: 0.0312442 | val_loss: 0.0312421 | Time: 2819.79 ms [2021-07-05 12:39:39 main:574] : INFO : Epoch 2033 | loss: 0.0312431 | val_loss: 0.0312413 | Time: 2800.18 ms [2021-07-05 12:39:41 main:574] : INFO : Epoch 2034 | loss: 0.0312438 | val_loss: 0.0312419 | Time: 2799.35 ms [2021-07-05 12:39:44 main:574] : INFO : Epoch 2035 | loss: 0.0312425 | val_loss: 0.0312433 | Time: 2791.74 ms [2021-07-05 12:39:47 main:574] : INFO : Epoch 2036 | loss: 0.0312447 | val_loss: 0.0312443 | Time: 2834.12 ms [2021-07-05 12:39:50 main:574] : INFO : Epoch 2037 | loss: 0.0312437 | val_loss: 0.0312536 | Time: 2794.65 ms [2021-07-05 12:39:53 main:574] : INFO : Epoch 2038 | loss: 0.0312438 | val_loss: 0.0312416 | Time: 2804.27 ms [2021-07-05 12:39:55 main:574] : INFO : Epoch 2039 | loss: 0.0312444 | val_loss: 0.0312413 | Time: 2822.44 ms [2021-07-05 12:39:58 main:574] : INFO : Epoch 2040 | loss: 0.0312426 | val_loss: 0.0312419 | Time: 2868.15 ms [2021-07-05 12:40:01 main:574] : INFO : Epoch 2041 | loss: 0.0312424 | val_loss: 0.0312409 | Time: 2836.42 ms [2021-07-05 12:40:04 main:574] : INFO : Epoch 2042 | loss: 0.0312431 | val_loss: 0.031245 | Time: 2790.01 ms [2021-07-05 12:40:07 main:574] : INFO : Epoch 2043 | loss: 0.0312441 | val_loss: 0.0312412 | Time: 2805.75 ms [2021-07-05 12:40:10 main:574] : INFO : Epoch 2044 | loss: 0.0312423 | val_loss: 0.0312475 | Time: 2789.41 ms [2021-07-05 12:40:12 main:574] : INFO : Epoch 2045 | loss: 0.0312411 | val_loss: 0.0312395 | Time: 2843.28 ms [2021-07-05 12:40:15 main:574] : INFO : Epoch 2046 | loss: 0.0312411 | val_loss: 0.0312413 | Time: 2828.24 ms [2021-07-05 12:40:18 main:574] : INFO : Epoch 2047 | loss: 0.0312436 | val_loss: 0.0312409 | Time: 2786.44 ms [2021-07-05 12:40:21 main:574] : INFO : Epoch 2048 | loss: 0.0312417 | val_loss: 0.0312427 | Time: 2866.61 ms [2021-07-05 12:40:21 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312427 [2021-07-05 12:40:21 main:603] : INFO : Saving end state to config to file [2021-07-05 12:40:21 main:608] : INFO : Success, exiting.. 12:40:21 (10744): 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)