Task 14320239
| Name | ParityModified-1647047299-14417-3-0_0 |
| Workunit | 11371222 |
| Created | 3 Apr 2022, 19:54:30 UTC |
| Sent | 10 Apr 2022, 17:58:09 UTC |
| Report deadline | 18 Apr 2022, 17:58:09 UTC |
| Received | 12 Apr 2022, 5:26:37 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 21344 |
| Run time | 1 hours 45 min 21 sec |
| CPU time | 1 hours 36 min 5 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,456.47 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.33 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> : INFO : Epoch 1542 | loss: 0.0310766 | val_loss: 0.031125 | Time: 3147.45 ms [2022-04-11 18:53:53 main:574] : INFO : Epoch 1543 | loss: 0.0310756 | val_loss: 0.0311312 | Time: 3222.37 ms [2022-04-11 18:53:56 main:574] : INFO : Epoch 1544 | loss: 0.0310777 | val_loss: 0.0311312 | Time: 3159.96 ms [2022-04-11 18:53:59 main:574] : INFO : Epoch 1545 | loss: 0.031077 | val_loss: 0.0311318 | Time: 3196.2 ms [2022-04-11 18:54:02 main:574] : INFO : Epoch 1546 | loss: 0.0310789 | val_loss: 0.0311333 | Time: 3220.79 ms [2022-04-11 18:54:05 main:574] : INFO : Epoch 1547 | loss: 0.0310781 | val_loss: 0.0311288 | Time: 3086.74 ms [2022-04-11 18:54:09 main:574] : INFO : Epoch 1548 | loss: 0.031077 | val_loss: 0.0311279 | Time: 3174.51 ms [2022-04-11 18:54:12 main:574] : INFO : Epoch 1549 | loss: 0.0310756 | val_loss: 0.0311293 | Time: 3199.49 ms [2022-04-11 18:54:15 main:574] : INFO : Epoch 1550 | loss: 0.0310755 | val_loss: 0.0311263 | Time: 3157.67 ms [2022-04-11 18:54:18 main:574] : INFO : Epoch 1551 | loss: 0.031075 | val_loss: 0.0311263 | Time: 3162.1 ms [2022-04-11 18:54:21 main:574] : INFO : Epoch 1552 | loss: 0.0310754 | val_loss: 0.0311207 | Time: 2954.25 ms [2022-04-11 18:54:24 main:574] : INFO : Epoch 1553 | loss: 0.0310777 | val_loss: 0.0311302 | Time: 2974.37 ms [2022-04-11 18:54:27 main:574] : INFO : Epoch 1554 | loss: 0.0310783 | val_loss: 0.0311233 | Time: 3021.4 ms [2022-04-11 18:54:30 main:574] : INFO : Epoch 1555 | loss: 0.0310773 | val_loss: 0.0311293 | Time: 2860.05 ms [2022-04-11 18:54:33 main:574] : INFO : Epoch 1556 | loss: 0.0310771 | val_loss: 0.0311299 | Time: 3032.06 ms [2022-04-11 18:54:36 main:574] : INFO : Epoch 1557 | loss: 0.0310757 | val_loss: 0.0311262 | Time: 3055.71 ms [2022-04-11 18:54:39 main:574] : INFO : Epoch 1558 | loss: 0.0310785 | val_loss: 0.0311279 | Time: 3092.88 ms [2022-04-11 18:54:42 main:574] : INFO : Epoch 1559 | loss: 0.0310862 | val_loss: 0.0311317 | Time: 2948.32 ms [2022-04-11 18:54:45 main:574] : INFO : Epoch 1560 | loss: 0.0310878 | val_loss: 0.0311222 | Time: 2982.86 ms [2022-04-11 18:54:48 main:574] : INFO : Epoch 1561 | loss: 0.0310837 | val_loss: 0.0311256 | Time: 3033.27 ms [2022-04-11 18:54:51 main:574] : INFO : Epoch 1562 | loss: 0.0310844 | val_loss: 0.0311232 | Time: 2996.16 ms [2022-04-11 18:54:54 main:574] : INFO : Epoch 1563 | loss: 0.0310904 | val_loss: 0.0311135 | Time: 3021.63 ms [2022-04-11 18:54:57 main:574] : INFO : Epoch 1564 | loss: 0.0310892 | val_loss: 0.0311276 | Time: 2922.59 ms [2022-04-11 18:55:00 main:574] : INFO : Epoch 1565 | loss: 0.0310891 | val_loss: 0.0311192 | Time: 3044.95 ms [2022-04-11 18:55:03 main:574] : INFO : Epoch 1566 | loss: 0.0310916 | val_loss: 0.0311243 | Time: 3010.48 ms [2022-04-11 18:55:06 main:574] : INFO : Epoch 1567 | loss: 0.0310888 | val_loss: 0.0311211 | Time: 2961.33 ms [2022-04-11 18:55:09 main:574] : INFO : Epoch 1568 | loss: 0.0310848 | val_loss: 0.0311208 | Time: 2977.28 ms [2022-04-11 18:55:12 main:574] : INFO : Epoch 1569 | loss: 0.031082 | val_loss: 0.0311181 | Time: 2980.05 ms [2022-04-11 18:55:15 main:574] : INFO : Epoch 1570 | loss: 0.0310809 | val_loss: 0.0311244 | Time: 3021.83 ms [2022-04-11 18:55:18 main:574] : INFO : Epoch 1571 | loss: 0.0310822 | val_loss: 0.0311253 | Time: 2950.29 ms [2022-04-11 18:55:21 main:574] : INFO : Epoch 1572 | loss: 0.0310831 | val_loss: 0.0311226 | Time: 2955.3 ms [2022-04-11 18:55:24 main:574] : INFO : Epoch 1573 | loss: 0.0310824 | val_loss: 0.0311252 | Time: 2998.59 ms [2022-04-11 18:55:27 main:574] : INFO : Epoch 1574 | loss: 0.0310776 | val_loss: 0.0311216 | Time: 2964.62 ms [2022-04-11 18:55:30 main:574] : INFO : Epoch 1575 | loss: 0.03108 | val_loss: 0.0311216 | Time: 3074.68 ms [2022-04-11 18:55:33 main:574] : INFO : Epoch 1576 | loss: 0.0310785 | val_loss: 0.0311196 | Time: 3082.41 ms [2022-04-11 18:55:36 main:574] : INFO : Epoch 1577 | loss: 0.0310807 | val_loss: 0.0311227 | Time: 2983.47 ms [2022-04-11 18:55:39 main:574] : INFO : Epoch 1578 | loss: 0.0310799 | val_loss: 0.0311198 | Time: 3141.22 ms [2022-04-11 18:55:42 main:574] : INFO : Epoch 1579 | loss: 0.0310794 | val_loss: 0.0311186 | Time: 3057.05 ms [2022-04-11 18:55:45 main:574] : INFO : Epoch 1580 | loss: 0.0310832 | val_loss: 0.0311177 | Time: 3067.07 ms [2022-04-11 18:55:48 main:574] : INFO : Epoch 1581 | loss: 0.0310841 | val_loss: 0.0311209 | Time: 3076.65 ms [2022-04-11 18:55:51 main:574] : INFO : Epoch 1582 | loss: 0.0310826 | val_loss: 0.0311221 | Time: 3070.15 ms [2022-04-11 18:55:55 main:574] : INFO : Epoch 1583 | loss: 0.0310823 | val_loss: 0.0311196 | Time: 3107.18 ms [2022-04-11 18:55:58 main:574] : INFO : Epoch 1584 | loss: 0.0310789 | val_loss: 0.0311236 | Time: 3057.77 ms [2022-04-11 18:56:01 main:574] : INFO : Epoch 1585 | loss: 0.0310801 | val_loss: 0.031123 | Time: 2983.25 ms [2022-04-11 18:56:04 main:574] : INFO : Epoch 1586 | loss: 0.0310799 | val_loss: 0.0311212 | Time: 3066.62 ms [2022-04-11 18:56:07 main:574] : INFO : Epoch 1587 | loss: 0.0310805 | val_loss: 0.0311178 | Time: 3043.71 ms [2022-04-11 18:56:10 main:574] : INFO : Epoch 1588 | loss: 0.0310776 | val_loss: 0.031119 | Time: 3046.03 ms [2022-04-11 18:56:13 main:574] : INFO : Epoch 1589 | loss: 0.0310766 | val_loss: 0.0311292 | Time: 3006.59 ms [2022-04-11 18:56:16 main:574] : INFO : Epoch 1590 | loss: 0.0310755 | val_loss: 0.0311175 | Time: 3054.46 ms [2022-04-11 18:56:19 main:574] : INFO : Epoch 1591 | loss: 0.0310751 | val_loss: 0.0311242 | Time: 3059.9 ms [2022-04-11 18:56:22 main:574] : INFO : Epoch 1592 | loss: 0.0310762 | val_loss: 0.0311191 | Time: 3064.08 ms [2022-04-11 18:56:25 main:574] : INFO : Epoch 1593 | loss: 0.0310759 | val_loss: 0.0311217 | Time: 3117.54 ms [2022-04-11 18:56:28 main:574] : INFO : Epoch 1594 | loss: 0.0310793 | val_loss: 0.0311284 | Time: 3022.72 ms [2022-04-11 18:56:31 main:574] : INFO : Epoch 1595 | loss: 0.0310794 | val_loss: 0.031119 | Time: 3111.7 ms [2022-04-11 18:56:34 main:574] : INFO : Epoch 1596 | loss: 0.0310815 | val_loss: 0.0311156 | Time: 3135.65 ms [2022-04-11 18:56:37 main:574] : INFO : Epoch 1597 | loss: 0.0310845 | val_loss: 0.0311242 | Time: 3057.64 ms [2022-04-11 18:56:41 main:574] : INFO : Epoch 1598 | loss: 0.0310845 | val_loss: 0.0311242 | Time: 3042.28 ms [2022-04-11 18:56:44 main:574] : INFO : Epoch 1599 | loss: 0.0310792 | val_loss: 0.0311196 | Time: 3059.37 ms [2022-04-11 18:56:47 main:574] : INFO : Epoch 1600 | loss: 0.0310748 | val_loss: 0.0311177 | Time: 3097.59 ms [2022-04-11 18:56:50 main:574] : INFO : Epoch 1601 | loss: 0.0310723 | val_loss: 0.0311187 | Time: 3118.96 ms [2022-04-11 18:56:53 main:574] : INFO : Epoch 1602 | loss: 0.0310724 | val_loss: 0.0311248 | Time: 3074.45 ms [2022-04-11 18:56:56 main:574] : INFO : Epoch 1603 | loss: 0.0310721 | val_loss: 0.0311222 | Time: 3013.09 ms [2022-04-11 18:56:59 main:574] : INFO : Epoch 1604 | loss: 0.0310713 | val_loss: 0.0311257 | Time: 3082.83 ms [2022-04-11 18:57:02 main:574] : INFO : Epoch 1605 | loss: 0.0310711 | val_loss: 0.0311286 | Time: 3108.22 ms [2022-04-11 18:57:05 main:574] : INFO : Epoch 1606 | loss: 0.0310782 | val_loss: 0.0311263 | Time: 3119.81 ms [2022-04-11 18:57:08 main:574] : INFO : Epoch 1607 | loss: 0.031079 | val_loss: 0.031135 | Time: 3088.13 ms [2022-04-11 18:57:11 main:574] : INFO : Epoch 1608 | loss: 0.0310827 | val_loss: 0.0311309 | Time: 3031.78 ms [2022-04-11 18:57:14 main:574] : INFO : Epoch 1609 | loss: 0.0310801 | val_loss: 0.0311281 | Time: 3071.24 ms [2022-04-11 18:57:17 main:574] : INFO : Epoch 1610 | loss: 0.0310821 | val_loss: 0.0311229 | Time: 3055.6 ms [2022-04-11 18:57:21 main:574] : INFO : Epoch 1611 | loss: 0.0310804 | val_loss: 0.0311275 | Time: 3074.22 ms [2022-04-11 18:57:24 main:574] : INFO : Epoch 1612 | loss: 0.0310826 | val_loss: 0.0311221 | Time: 3103.49 ms [2022-04-11 18:57:27 main:574] : INFO : Epoch 1613 | loss: 0.0310857 | val_loss: 0.0311192 | Time: 3113.71 ms [2022-04-11 18:57:30 main:574] : INFO : Epoch 1614 | loss: 0.0310794 | val_loss: 0.0311271 | Time: 3074.93 ms [2022-04-11 18:57:33 main:574] : INFO : Epoch 1615 | loss: 0.0310772 | val_loss: 0.0311249 | Time: 3001.03 ms [2022-04-11 18:57:36 main:574] : INFO : Epoch 1616 | loss: 0.0310771 | val_loss: 0.0311306 | Time: 3066.44 ms [2022-04-11 18:57:39 main:574] : INFO : Epoch 1617 | loss: 0.0310789 | val_loss: 0.0311267 | Time: 3104.83 ms [2022-04-11 18:57:42 main:574] : INFO : Epoch 1618 | loss: 0.0310831 | val_loss: 0.0311259 | Time: 3116.5 ms [2022-04-11 18:57:45 main:574] : INFO : Epoch 1619 | loss: 0.0310844 | val_loss: 0.0311216 | Time: 3062.76 ms [2022-04-11 18:57:48 main:574] : INFO : Epoch 1620 | loss: 0.03108 | val_loss: 0.0311238 | Time: 3076.56 ms [2022-04-11 18:57:51 main:574] : INFO : Epoch 1621 | loss: 0.0310783 | val_loss: 0.0311198 | Time: 3004.62 ms [2022-04-11 18:57:54 main:574] : INFO : Epoch 1622 | loss: 0.0310792 | val_loss: 0.0311193 | Time: 3054.75 ms [2022-04-11 18:57:57 main:574] : INFO : Epoch 1623 | loss: 0.0310813 | val_loss: 0.0311182 | Time: 3089.63 ms [2022-04-11 18:58:01 main:574] : INFO : Epoch 1624 | loss: 0.0310768 | val_loss: 0.0311231 | Time: 3193.35 ms [2022-04-11 18:58:04 main:574] : INFO : Epoch 1625 | loss: 0.0310792 | val_loss: 0.0311261 | Time: 3045.79 ms [2022-04-11 18:58:07 main:574] : INFO : Epoch 1626 | loss: 0.0310863 | val_loss: 0.0311227 | Time: 3067.98 ms [2022-04-11 18:58:10 main:574] : INFO : Epoch 1627 | loss: 0.0310821 | val_loss: 0.0311258 | Time: 2991.91 ms [2022-04-11 18:58:13 main:574] : INFO : Epoch 1628 | loss: 0.0310809 | val_loss: 0.0311222 | Time: 3035.73 ms [2022-04-11 18:58:16 main:574] : INFO : Epoch 1629 | loss: 0.031081 | val_loss: 0.0311207 | Time: 3086.41 ms [2022-04-11 18:58:19 main:574] : INFO : Epoch 1630 | loss: 0.0310842 | val_loss: 0.0311239 | Time: 3114.11 ms [2022-04-11 18:58:22 main:574] : INFO : Epoch 1631 | loss: 0.0310816 | val_loss: 0.0311287 | Time: 2990.97 ms [2022-04-11 18:58:25 main:574] : INFO : Epoch 1632 | loss: 0.0310791 | val_loss: 0.0311268 | Time: 3070.76 ms [2022-04-11 18:58:28 main:574] : INFO : Epoch 1633 | loss: 0.0310789 | val_loss: 0.0311267 | Time: 3049.57 ms [2022-04-11 18:58:31 main:574] : INFO : Epoch 1634 | loss: 0.0310898 | val_loss: 0.0311248 | Time: 3056.17 ms [2022-04-11 18:58:34 main:574] : INFO : Epoch 1635 | loss: 0.0310872 | val_loss: 0.0311281 | Time: 3099.52 ms [2022-04-11 18:58:37 main:574] : INFO : Epoch 1636 | loss: 0.031085 | val_loss: 0.0311346 | Time: 3031.06 ms [2022-04-11 18:58:40 main:574] : INFO : Epoch 1637 | loss: 0.0310841 | val_loss: 0.0311251 | Time: 3134.17 ms [2022-04-11 18:58:44 main:574] : INFO : Epoch 1638 | loss: 0.0310811 | val_loss: 0.0311344 | Time: 3054.5 ms [2022-04-11 18:58:47 main:574] : INFO : Epoch 1639 | loss: 0.0310816 | val_loss: 0.0311351 | Time: 3052.09 ms [2022-04-11 18:58:50 main:574] : INFO : Epoch 1640 | loss: 0.031081 | val_loss: 0.0311247 | Time: 3070.87 ms [2022-04-11 18:58:53 main:574] : INFO : Epoch 1641 | loss: 0.0310774 | val_loss: 0.0311289 | Time: 3082.39 ms [2022-04-11 18:58:56 main:574] : INFO : Epoch 1642 | loss: 0.0310771 | val_loss: 0.0311234 | Time: 3099.38 ms [2022-04-11 18:58:59 main:574] : INFO : Epoch 1643 | loss: 0.031078 | val_loss: 0.0311284 | Time: 2995.39 ms [2022-04-11 18:59:02 main:574] : INFO : Epoch 1644 | loss: 0.0310792 | val_loss: 0.031135 | Time: 3165.82 ms [2022-04-11 18:59:05 main:574] : INFO : Epoch 1645 | loss: 0.0310781 | val_loss: 0.0311244 | Time: 3037.23 ms [2022-04-11 18:59:08 main:574] : INFO : Epoch 1646 | loss: 0.0310782 | val_loss: 0.031132 | Time: 3109.95 ms [2022-04-11 18:59:11 main:574] : INFO : Epoch 1647 | loss: 0.0310788 | val_loss: 0.0311275 | Time: 3055.48 ms [2022-04-11 18:59:14 main:574] : INFO : Epoch 1648 | loss: 0.0310752 | val_loss: 0.0311213 | Time: 3063.47 ms [2022-04-11 18:59:17 main:574] : INFO : Epoch 1649 | loss: 0.0310718 | val_loss: 0.0311236 | Time: 3053.15 ms [2022-04-11 18:59:20 main:574] : INFO : Epoch 1650 | loss: 0.0310708 | val_loss: 0.0311259 | Time: 3047.93 ms [2022-04-11 18:59:24 main:574] : INFO : Epoch 1651 | loss: 0.0310703 | val_loss: 0.0311262 | Time: 3195.05 ms [2022-04-11 18:59:27 main:574] : INFO : Epoch 1652 | loss: 0.0310709 | val_loss: 0.0311278 | Time: 3123.39 ms [2022-04-11 18:59:30 main:574] : INFO : Epoch 1653 | loss: 0.0310748 | val_loss: 0.0311299 | Time: 3064.69 ms [2022-04-11 18:59:33 main:574] : INFO : Epoch 1654 | loss: 0.0310718 | val_loss: 0.0311307 | Time: 3078.66 ms [2022-04-11 18:59:36 main:574] : INFO : Epoch 1655 | loss: 0.0310728 | val_loss: 0.0311289 | Time: 3059.8 ms [2022-04-11 18:59:39 main:574] : INFO : Epoch 1656 | loss: 0.0310717 | val_loss: 0.0311275 | Time: 3056.19 ms [2022-04-11 18:59:42 main:574] : INFO : Epoch 1657 | loss: 0.0310698 | val_loss: 0.0311264 | Time: 3224.47 ms [2022-04-11 18:59:45 main:574] : INFO : Epoch 1658 | loss: 0.0310717 | val_loss: 0.0311256 | Time: 3049.17 ms [2022-04-11 18:59:48 main:574] : INFO : Epoch 1659 | loss: 0.0310696 | val_loss: 0.0311281 | Time: 3086.74 ms [2022-04-11 18:59:51 main:574] : INFO : Epoch 1660 | loss: 0.0310708 | val_loss: 0.0311249 | Time: 2941.08 ms [2022-04-11 18:59:54 main:574] : INFO : Epoch 1661 | loss: 0.031069 | val_loss: 0.0311242 | Time: 3046.96 ms [2022-04-11 18:59:57 main:574] : INFO : Epoch 1662 | loss: 0.0310688 | val_loss: 0.0311296 | Time: 3052.6 ms [2022-04-11 19:00:01 main:574] : INFO : Epoch 1663 | loss: 0.0310681 | val_loss: 0.031129 | Time: 3138.1 ms [2022-04-11 19:00:04 main:574] : INFO : Epoch 1664 | loss: 0.0310688 | val_loss: 0.0311277 | Time: 3066.62 ms [2022-04-11 19:00:07 main:574] : INFO : Epoch 1665 | loss: 0.0310713 | val_loss: 0.0311352 | Time: 3097.79 ms [2022-04-11 19:00:10 main:574] : INFO : Epoch 1666 | loss: 0.0310728 | val_loss: 0.0311381 | Time: 3071.89 ms [2022-04-11 19:00:13 main:574] : INFO : Epoch 1667 | loss: 0.0310726 | val_loss: 0.0311357 | Time: 3081.05 ms [2022-04-11 19:00:16 main:574] : INFO : Epoch 1668 | loss: 0.0310678 | val_loss: 0.0311234 | Time: 3077.5 ms [2022-04-11 19:00:19 main:574] : INFO : Epoch 1669 | loss: 0.0310663 | val_loss: 0.0311337 | Time: 3128.85 ms [2022-04-11 19:00:22 main:574] : INFO : Epoch 1670 | loss: 0.03107 | val_loss: 0.0311347 | Time: 3063.85 ms [2022-04-11 19:00:25 main:574] : INFO : Epoch 1671 | loss: 0.031073 | val_loss: 0.0311296 | Time: 3104.79 ms [2022-04-11 19:00:28 main:574] : INFO : Epoch 1672 | loss: 0.0310688 | val_loss: 0.0311273 | Time: 3079.03 ms [2022-04-11 19:00:31 main:574] : INFO : Epoch 1673 | loss: 0.0310666 | val_loss: 0.0311237 | Time: 3038.83 ms [2022-04-11 19:00:34 main:574] : INFO : Epoch 1674 | loss: 0.0310705 | val_loss: 0.0311309 | Time: 3058.53 ms [2022-04-11 19:00:38 main:574] : INFO : Epoch 1675 | loss: 0.031072 | val_loss: 0.0311241 | Time: 3032.35 ms [2022-04-11 19:00:41 main:574] : INFO : Epoch 1676 | loss: 0.0310686 | val_loss: 0.0311237 | Time: 3056.24 ms [2022-04-11 19:00:44 main:574] : INFO : Epoch 1677 | loss: 0.0310682 | val_loss: 0.0311319 | Time: 2975.8 ms [2022-04-11 19:00:47 main:574] : INFO : Epoch 1678 | loss: 0.0310681 | val_loss: 0.0311289 | Time: 3015.36 ms [2022-04-11 19:00:50 main:574] : INFO : Epoch 1679 | loss: 0.0310686 | val_loss: 0.0311337 | Time: 3087.92 ms [2022-04-11 19:34:47 main:574] : INFO : Epoch 1680 | loss: 0.0310684 | val_loss: 0.0311273 | Time: 2.03684e+06 ms [2022-04-11 19:34:50 main:574] : INFO : Epoch 1681 | loss: 0.0310687 | val_loss: 0.0311311 | Time: 3180.46 ms [2022-04-11 19:34:53 main:574] : INFO : Epoch 1682 | loss: 0.0310729 | val_loss: 0.0311372 | Time: 3071.95 ms [2022-04-11 19:34:56 main:574] : INFO : Epoch 1683 | loss: 0.0310747 | val_loss: 0.0311245 | Time: 3087.18 ms [2022-04-11 19:34:59 main:574] : INFO : Epoch 1684 | loss: 0.0310751 | val_loss: 0.0311314 | Time: 3043.98 ms [2022-04-11 19:35:02 main:574] : INFO : Epoch 1685 | loss: 0.0310716 | val_loss: 0.0311261 | Time: 3196.23 ms [2022-04-11 19:35:16 main:574] : INFO : Epoch 1686 | loss: 0.0310697 | val_loss: 0.0311337 | Time: 13452.2 ms [2022-04-11 19:35:19 main:574] : INFO : Epoch 1687 | loss: 0.0310685 | val_loss: 0.0311224 | Time: 3133.36 ms [2022-04-11 19:35:22 main:574] : INFO : Epoch 1688 | loss: 0.0310647 | val_loss: 0.0311262 | Time: 3086.45 ms [2022-04-11 19:35:35 main:574] : INFO : Epoch 1689 | loss: 0.0310644 | val_loss: 0.0311336 | Time: 13341.1 ms [2022-04-11 19:35:38 main:574] : INFO : Epoch 1690 | loss: 0.0310659 | val_loss: 0.0311255 | Time: 3154.97 ms [2022-04-11 19:35:41 main:574] : INFO : Epoch 1691 | loss: 0.0310685 | val_loss: 0.0311216 | Time: 3130.1 ms [2022-04-11 19:41:58 main:574] : INFO : Epoch 1692 | loss: 0.0310792 | val_loss: 0.0311277 | Time: 376765 ms [2022-04-11 19:42:02 main:574] : INFO : Epoch 1693 | loss: 0.0310831 | val_loss: 0.0311272 | Time: 3358.31 ms [2022-04-11 19:42:05 main:574] : INFO : Epoch 1694 | loss: 0.0310828 | val_loss: 0.0311284 | Time: 3296.07 ms [2022-04-11 19:42:08 main:574] : INFO : Epoch 1695 | loss: 0.0310827 | val_loss: 0.0311331 | Time: 3194.46 ms [2022-04-11 19:42:11 main:574] : INFO : Epoch 1696 | loss: 0.0310761 | val_loss: 0.0311339 | Time: 3153.94 ms [2022-04-11 19:42:14 main:574] : INFO : Epoch 1697 | loss: 0.0310764 | val_loss: 0.0311285 | Time: 3164.87 ms [2022-04-11 19:42:18 main:574] : INFO : Epoch 1698 | loss: 0.031075 | val_loss: 0.0311228 | Time: 3182.51 ms [2022-04-11 19:42:21 main:574] : INFO : Epoch 1699 | loss: 0.0310748 | val_loss: 0.031129 | Time: 2955.54 ms [2022-04-11 19:42:23 main:574] : INFO : Epoch 1700 | loss: 0.0310736 | val_loss: 0.0311303 | Time: 2963.56 ms [2022-04-11 19:42:26 main:574] : INFO : Epoch 1701 | loss: 0.0310735 | val_loss: 0.0311229 | Time: 2926.91 ms [2022-04-11 19:42:29 main:574] : INFO : Epoch 1702 | loss: 0.0310717 | val_loss: 0.0311271 | Time: 3019.14 ms [2022-04-11 19:42:32 main:574] : INFO : Epoch 1703 | loss: 0.0310727 | val_loss: 0.0311271 | Time: 2967.94 ms [2022-04-11 19:42:35 main:574] : INFO : Epoch 1704 | loss: 0.0310794 | val_loss: 0.0311256 | Time: 2956.52 ms [2022-04-11 19:42:38 main:574] : INFO : Epoch 1705 | loss: 0.0310825 | val_loss: 0.0311286 | Time: 2911.06 ms [2022-04-11 19:42:41 main:574] : INFO : Epoch 1706 | loss: 0.0310902 | val_loss: 0.0311264 | Time: 2977.14 ms [2022-04-11 19:42:44 main:574] : INFO : Epoch 1707 | loss: 0.0310842 | val_loss: 0.0311215 | Time: 3020.34 ms [2022-04-11 19:42:47 main:574] : INFO : Epoch 1708 | loss: 0.03108 | val_loss: 0.0311256 | Time: 2979.47 ms [2022-04-11 19:42:50 main:574] : INFO : Epoch 1709 | loss: 0.0310813 | val_loss: 0.0311256 | Time: 2980.74 ms [2022-04-11 19:42:53 main:574] : INFO : Epoch 1710 | loss: 0.0310823 | val_loss: 0.0311249 | Time: 2935.64 ms [2022-04-11 19:42:56 main:574] : INFO : Epoch 1711 | loss: 0.0310804 | val_loss: 0.0311298 | Time: 3070.81 ms [2022-04-11 19:42:59 main:574] : INFO : Epoch 1712 | loss: 0.0310803 | val_loss: 0.0311319 | Time: 2974.58 ms [2022-04-11 19:43:02 main:574] : INFO : Epoch 1713 | loss: 0.0310756 | val_loss: 0.0311316 | Time: 3061.19 ms [2022-04-11 19:43:05 main:574] : INFO : Epoch 1714 | loss: 0.0310727 | val_loss: 0.0311341 | Time: 2980.57 ms [2022-04-11 19:43:08 main:574] : INFO : Epoch 1715 | loss: 0.0310739 | val_loss: 0.0311301 | Time: 2974.69 ms [2022-04-11 19:43:11 main:574] : INFO : Epoch 1716 | loss: 0.0310717 | val_loss: 0.0311376 | Time: 2909.99 ms [2022-04-11 19:43:14 main:574] : INFO : Epoch 1717 | loss: 0.0310745 | val_loss: 0.031127 | Time: 2946.86 ms [2022-04-11 19:43:17 main:574] : INFO : Epoch 1718 | loss: 0.031081 | val_loss: 0.0311312 | Time: 2908.46 ms [2022-04-11 19:43:20 main:574] : INFO : Epoch 1719 | loss: 0.0310737 | val_loss: 0.0311312 | Time: 2938.59 ms [2022-04-11 19:43:23 main:574] : INFO : Epoch 1720 | loss: 0.0310689 | val_loss: 0.0311301 | Time: 2981.11 ms [2022-04-11 19:43:26 main:574] : INFO : Epoch 1721 | loss: 0.0310675 | val_loss: 0.0311323 | Time: 3009.29 ms [2022-04-11 19:43:29 main:574] : INFO : Epoch 1722 | loss: 0.0310731 | val_loss: 0.0311316 | Time: 3035.63 ms [2022-04-11 19:43:32 main:574] : INFO : Epoch 1723 | loss: 0.0310752 | val_loss: 0.0311287 | Time: 3001.46 ms [2022-04-11 19:43:35 main:574] : INFO : Epoch 1724 | loss: 0.0310769 | val_loss: 0.0311294 | Time: 3011.4 ms [2022-04-11 19:43:38 main:574] : INFO : Epoch 1725 | loss: 0.0310776 | val_loss: 0.0311297 | Time: 3031.61 ms [2022-04-11 19:43:41 main:574] : INFO : Epoch 1726 | loss: 0.0310731 | val_loss: 0.0311368 | Time: 3109.96 ms [2022-04-11 19:43:44 main:574] : INFO : Epoch 1727 | loss: 0.0310705 | val_loss: 0.0311243 | Time: 3130.06 ms [2022-04-11 19:43:47 main:574] : INFO : Epoch 1728 | loss: 0.0310758 | val_loss: 0.0311231 | Time: 2990.1 ms [2022-04-11 19:43:50 main:574] : INFO : Epoch 1729 | loss: 0.0310734 | val_loss: 0.0311345 | Time: 3086.13 ms [2022-04-11 19:43:53 main:574] : INFO : Epoch 1730 | loss: 0.0310708 | val_loss: 0.0311288 | Time: 3076.25 ms [2022-04-11 19:43:57 main:574] : INFO : Epoch 1731 | loss: 0.0310687 | val_loss: 0.0311329 | Time: 3045.8 ms [2022-04-11 19:44:00 main:574] : INFO : Epoch 1732 | loss: 0.0310706 | val_loss: 0.0311225 | Time: 3107.39 ms [2022-04-11 19:44:03 main:574] : INFO : Epoch 1733 | loss: 0.0310692 | val_loss: 0.0311244 | Time: 3130.81 ms [2022-04-11 19:44:06 main:574] : INFO : Epoch 1734 | loss: 0.031067 | val_loss: 0.0311203 | Time: 3101.18 ms [2022-04-11 19:44:09 main:574] : INFO : Epoch 1735 | loss: 0.0310723 | val_loss: 0.0311221 | Time: 2969.58 ms [2022-04-11 19:44:12 main:574] : INFO : Epoch 1736 | loss: 0.031073 | val_loss: 0.0311218 | Time: 3080.17 ms [2022-04-11 19:44:15 main:574] : INFO : Epoch 1737 | loss: 0.0310736 | val_loss: 0.0311288 | Time: 3101.58 ms [2022-04-11 19:44:18 main:574] : INFO : Epoch 1738 | loss: 0.0310718 | val_loss: 0.0311215 | Time: 3106.25 ms [2022-04-11 19:44:21 main:574] : INFO : Epoch 1739 | loss: 0.031085 | val_loss: 0.0311185 | Time: 3088.56 ms [2022-04-11 19:44:24 main:574] : INFO : Epoch 1740 | loss: 0.0310892 | val_loss: 0.0311256 | Time: 3062.7 ms [2022-04-11 19:44:27 main:574] : INFO : Epoch 1741 | loss: 0.031079 | val_loss: 0.0311178 | Time: 3034.53 ms [2022-04-11 19:44:31 main:574] : INFO : Epoch 1742 | loss: 0.0310764 | val_loss: 0.0311276 | Time: 3147.69 ms [2022-04-11 19:44:34 main:574] : INFO : Epoch 1743 | loss: 0.031077 | val_loss: 0.0311229 | Time: 3032.3 ms [2022-04-11 19:44:37 main:574] : INFO : Epoch 1744 | loss: 0.0310777 | val_loss: 0.0311143 | Time: 3035.11 ms [2022-04-11 19:44:40 main:574] : INFO : Epoch 1745 | loss: 0.0310744 | val_loss: 0.0311226 | Time: 3108.27 ms [2022-04-11 19:44:43 main:574] : INFO : Epoch 1746 | loss: 0.0310766 | val_loss: 0.0311259 | Time: 3081.42 ms [2022-04-11 19:44:46 main:574] : INFO : Epoch 1747 | loss: 0.0310742 | val_loss: 0.0311176 | Time: 3061.12 ms [2022-04-11 19:44:49 main:574] : INFO : Epoch 1748 | loss: 0.0310724 | val_loss: 0.0311215 | Time: 3072.89 ms [2022-04-11 19:44:52 main:574] : INFO : Epoch 1749 | loss: 0.0310688 | val_loss: 0.0311176 | Time: 3130.46 ms [2022-04-11 19:44:55 main:574] : INFO : Epoch 1750 | loss: 0.031067 | val_loss: 0.0311216 | Time: 3052.35 ms [2022-04-11 19:44:58 main:574] : INFO : Epoch 1751 | loss: 0.0310703 | val_loss: 0.0311286 | Time: 2981.57 ms [2022-04-11 19:45:01 main:574] : INFO : Epoch 1752 | loss: 0.0310762 | val_loss: 0.0311148 | Time: 3052.3 ms [2022-04-11 19:45:04 main:574] : INFO : Epoch 1753 | loss: 0.0310812 | val_loss: 0.0311166 | Time: 3038 ms [2022-04-11 19:45:07 main:574] : INFO : Epoch 1754 | loss: 0.0310811 | val_loss: 0.0311163 | Time: 3032.42 ms [2022-04-11 19:45:10 main:574] : INFO : Epoch 1755 | loss: 0.0310862 | val_loss: 0.0311236 | Time: 3075.63 ms [2022-04-11 19:45:13 main:574] : INFO : Epoch 1756 | loss: 0.031082 | val_loss: 0.0311198 | Time: 2974.86 ms [2022-04-11 19:45:16 main:574] : INFO : Epoch 1757 | loss: 0.031078 | val_loss: 0.031118 | Time: 3090.02 ms [2022-04-11 19:45:19 main:574] : INFO : Epoch 1758 | loss: 0.0310796 | val_loss: 0.0311187 | Time: 3073.91 ms [2022-04-11 19:45:23 main:574] : INFO : Epoch 1759 | loss: 0.0310806 | val_loss: 0.0311224 | Time: 3037.17 ms [2022-04-11 19:45:25 main:574] : INFO : Epoch 1760 | loss: 0.0310804 | val_loss: 0.0311176 | Time: 2977.63 ms [2022-04-11 19:45:29 main:574] : INFO : Epoch 1761 | loss: 0.0310802 | val_loss: 0.0311297 | Time: 3040.81 ms [2022-04-11 19:45:32 main:574] : INFO : Epoch 1762 | loss: 0.0310751 | val_loss: 0.031125 | Time: 3028.66 ms [2022-04-11 19:45:35 main:574] : INFO : Epoch 1763 | loss: 0.0310762 | val_loss: 0.0311242 | Time: 3107.97 ms [2022-04-11 19:45:38 main:574] : INFO : Epoch 1764 | loss: 0.0310755 | val_loss: 0.0311264 | Time: 2993.65 ms [2022-04-11 19:45:41 main:574] : INFO : Epoch 1765 | loss: 0.0310754 | val_loss: 0.0311232 | Time: 3007.14 ms [2022-04-11 19:45:44 main:574] : INFO : Epoch 1766 | loss: 0.0310748 | val_loss: 0.0311196 | Time: 3117.07 ms [2022-04-11 19:45:47 main:574] : INFO : Epoch 1767 | loss: 0.0310727 | val_loss: 0.0311222 | Time: 2997.38 ms [2022-04-11 19:45:50 main:574] : INFO : Epoch 1768 | loss: 0.0310737 | val_loss: 0.0311205 | Time: 3056.73 ms [2022-04-11 19:45:53 main:574] : INFO : Epoch 1769 | loss: 0.0310723 | val_loss: 0.0311197 | Time: 3126.84 ms [2022-04-11 19:45:56 main:574] : INFO : Epoch 1770 | loss: 0.0310706 | val_loss: 0.031123 | Time: 2990.01 ms [2022-04-11 19:45:59 main:574] : INFO : Epoch 1771 | loss: 0.0310721 | val_loss: 0.0311269 | Time: 3098.81 ms [2022-04-11 19:46:02 main:574] : INFO : Epoch 1772 | loss: 0.0310736 | val_loss: 0.0311323 | Time: 3148.54 ms [2022-04-11 19:46:05 main:574] : INFO : Epoch 1773 | loss: 0.031077 | val_loss: 0.0311232 | Time: 3002.64 ms [2022-04-11 19:46:08 main:574] : INFO : Epoch 1774 | loss: 0.0310705 | val_loss: 0.0311179 | Time: 3058.6 ms [2022-04-11 19:46:11 main:574] : INFO : Epoch 1775 | loss: 0.0310731 | val_loss: 0.0311167 | Time: 3074.86 ms [2022-04-11 19:46:14 main:574] : INFO : Epoch 1776 | loss: 0.031075 | val_loss: 0.0311199 | Time: 3040.02 ms [2022-04-11 19:46:17 main:574] : INFO : Epoch 1777 | loss: 0.031072 | val_loss: 0.0311163 | Time: 3045.85 ms [2022-04-11 19:46:20 main:574] : INFO : Epoch 1778 | loss: 0.0310709 | val_loss: 0.0311228 | Time: 3014.38 ms [2022-04-11 19:46:24 main:574] : INFO : Epoch 1779 | loss: 0.031072 | val_loss: 0.031127 | Time: 3016.65 ms [2022-04-11 19:46:27 main:574] : INFO : Epoch 1780 | loss: 0.0310688 | val_loss: 0.0311251 | Time: 3017.04 ms [2022-04-11 19:46:30 main:574] : INFO : Epoch 1781 | loss: 0.0310674 | val_loss: 0.0311236 | Time: 3087.41 ms [2022-04-11 19:46:33 main:574] : INFO : Epoch 1782 | loss: 0.0310679 | val_loss: 0.0311202 | Time: 3128.79 ms [2022-04-11 19:46:36 main:574] : INFO : Epoch 1783 | loss: 0.0310673 | val_loss: 0.0311244 | Time: 3015.34 ms [2022-04-11 19:46:39 main:574] : INFO : Epoch 1784 | loss: 0.0310695 | val_loss: 0.0311256 | Time: 3001.73 ms [2022-04-11 19:46:42 main:574] : INFO : Epoch 1785 | loss: 0.0310706 | val_loss: 0.0311272 | Time: 3003.75 ms [2022-04-11 19:46:45 main:574] : INFO : Epoch 1786 | loss: 0.0310715 | val_loss: 0.0311269 | Time: 3147.72 ms [2022-04-11 19:46:48 main:574] : INFO : Epoch 1787 | loss: 0.0310711 | val_loss: 0.0311252 | Time: 3044.49 ms [2022-04-11 19:46:51 main:574] : INFO : Epoch 1788 | loss: 0.0310728 | val_loss: 0.0311291 | Time: 3007.18 ms [2022-04-11 19:46:54 main:574] : INFO : Epoch 1789 | loss: 0.0310686 | val_loss: 0.0311275 | Time: 3053.99 ms [2022-04-11 19:46:57 main:574] : INFO : Epoch 1790 | loss: 0.0310691 | val_loss: 0.0311209 | Time: 3028.79 ms [2022-04-11 19:47:00 main:574] : INFO : Epoch 1791 | loss: 0.0310696 | val_loss: 0.0311271 | Time: 3117.07 ms [2022-04-11 19:47:03 main:574] : INFO : Epoch 1792 | loss: 0.0310672 | val_loss: 0.0311273 | Time: 3088.28 ms [2022-04-11 19:47:06 main:574] : INFO : Epoch 1793 | loss: 0.0310638 | val_loss: 0.0311255 | Time: 3024.19 ms [2022-04-11 19:47:09 main:574] : INFO : Epoch 1794 | loss: 0.0310642 | val_loss: 0.0311249 | Time: 3076.35 ms [2022-04-11 19:47:12 main:574] : INFO : Epoch 1795 | loss: 0.0310635 | val_loss: 0.0311251 | Time: 3048.69 ms [2022-04-11 19:47:16 main:574] : INFO : Epoch 1796 | loss: 0.0310639 | val_loss: 0.0311253 | Time: 3050.72 ms [2022-04-11 19:47:19 main:574] : INFO : Epoch 1797 | loss: 0.0310657 | val_loss: 0.0311261 | Time: 3048.18 ms [2022-04-11 19:47:22 main:574] : INFO : Epoch 1798 | loss: 0.0310673 | val_loss: 0.0311259 | Time: 3057.83 ms [2022-04-11 19:47:25 main:574] : INFO : Epoch 1799 | loss: 0.0310663 | val_loss: 0.0311225 | Time: 3021.84 ms [2022-04-11 19:47:28 main:574] : INFO : Epoch 1800 | loss: 0.031065 | val_loss: 0.0311304 | Time: 3032.83 ms [2022-04-11 19:47:31 main:574] : INFO : Epoch 1801 | loss: 0.0310637 | val_loss: 0.0311255 | Time: 3023.82 ms [2022-04-11 19:47:34 main:574] : INFO : Epoch 1802 | loss: 0.0310669 | val_loss: 0.0311213 | Time: 3064.18 ms [2022-04-11 19:47:37 main:574] : INFO : Epoch 1803 | loss: 0.0310682 | val_loss: 0.0311232 | Time: 3063.44 ms [2022-04-11 19:47:40 main:574] : INFO : Epoch 1804 | loss: 0.0310642 | val_loss: 0.0311258 | Time: 3121.03 ms [2022-04-11 19:47:43 main:574] : INFO : Epoch 1805 | loss: 0.0310609 | val_loss: 0.0311239 | Time: 3087.27 ms [2022-04-11 19:47:46 main:574] : INFO : Epoch 1806 | loss: 0.0310627 | val_loss: 0.0311285 | Time: 3038.21 ms [2022-04-11 19:47:49 main:574] : INFO : Epoch 1807 | loss: 0.0310619 | val_loss: 0.0311252 | Time: 3043.75 ms [2022-04-11 19:47:52 main:574] : INFO : Epoch 1808 | loss: 0.0310615 | val_loss: 0.0311256 | Time: 3123.2 ms [2022-04-11 19:47:55 main:574] : INFO : Epoch 1809 | loss: 0.0310613 | val_loss: 0.0311229 | Time: 3007.12 ms [2022-04-11 19:47:58 main:574] : INFO : Epoch 1810 | loss: 0.0310632 | val_loss: 0.0311284 | Time: 3072.54 ms [2022-04-11 19:48:01 main:574] : INFO : Epoch 1811 | loss: 0.031063 | val_loss: 0.0311287 | Time: 3111.23 ms [2022-04-11 19:48:05 main:574] : INFO : Epoch 1812 | loss: 0.0310619 | val_loss: 0.0311317 | Time: 3062.7 ms [2022-04-11 19:48:08 main:574] : INFO : Epoch 1813 | loss: 0.0310629 | val_loss: 0.0311257 | Time: 3083.17 ms [2022-04-11 19:48:11 main:574] : INFO : Epoch 1814 | loss: 0.0310624 | val_loss: 0.0311295 | Time: 3056.45 ms [2022-04-11 19:48:14 main:574] : INFO : Epoch 1815 | loss: 0.0310608 | val_loss: 0.0311263 | Time: 3034.83 ms [2022-04-11 19:48:17 main:574] : INFO : Epoch 1816 | loss: 0.0310604 | val_loss: 0.0311286 | Time: 3004.36 ms [2022-04-11 19:48:20 main:574] : INFO : Epoch 1817 | loss: 0.0310659 | val_loss: 0.0311252 | Time: 3095.75 ms [2022-04-11 19:48:23 main:574] : INFO : Epoch 1818 | loss: 0.0310649 | val_loss: 0.0311229 | Time: 3082.48 ms [2022-04-11 19:48:26 main:574] : INFO : Epoch 1819 | loss: 0.0310618 | val_loss: 0.0311276 | Time: 3015.75 ms [2022-04-11 19:48:29 main:574] : INFO : Epoch 1820 | loss: 0.0310602 | val_loss: 0.0311255 | Time: 3065.56 ms [2022-04-11 19:48:32 main:574] : INFO : Epoch 1821 | loss: 0.0310578 | val_loss: 0.0311237 | Time: 3052.05 ms [2022-04-11 19:48:35 main:574] : INFO : Epoch 1822 | loss: 0.0310629 | val_loss: 0.0311247 | Time: 3056.46 ms [2022-04-11 19:48:38 main:574] : INFO : Epoch 1823 | loss: 0.031069 | val_loss: 0.0311344 | Time: 3086.98 ms [2022-04-11 19:48:41 main:574] : INFO : Epoch 1824 | loss: 0.0310658 | val_loss: 0.031119 | Time: 3069.77 ms [2022-04-11 19:48:44 main:574] : INFO : Epoch 1825 | loss: 0.0310656 | val_loss: 0.031137 | Time: 3125.05 ms [2022-04-11 19:48:47 main:574] : INFO : Epoch 1826 | loss: 0.0310653 | val_loss: 0.0311223 | Time: 3025.6 ms [2022-04-11 19:48:51 main:574] : INFO : Epoch 1827 | loss: 0.031065 | val_loss: 0.0311288 | Time: 3092.51 ms [2022-04-11 19:48:54 main:574] : INFO : Epoch 1828 | loss: 0.0310687 | val_loss: 0.0311259 | Time: 2959.8 ms [2022-04-11 19:48:57 main:574] : INFO : Epoch 1829 | loss: 0.0310697 | val_loss: 0.0311274 | Time: 3109.8 ms [2022-04-11 19:49:00 main:574] : INFO : Epoch 1830 | loss: 0.0310672 | val_loss: 0.0311279 | Time: 3072.55 ms [2022-04-11 19:49:03 main:574] : INFO : Epoch 1831 | loss: 0.0310628 | val_loss: 0.0311232 | Time: 3117.1 ms [2022-04-11 19:49:06 main:574] : INFO : Epoch 1832 | loss: 0.031068 | val_loss: 0.0311235 | Time: 2996.09 ms [2022-04-11 19:49:09 main:574] : INFO : Epoch 1833 | loss: 0.0310723 | val_loss: 0.031127 | Time: 3025.86 ms [2022-04-11 19:49:12 main:574] : INFO : Epoch 1834 | loss: 0.0310707 | val_loss: 0.0311288 | Time: 3047.4 ms [2022-04-11 19:49:15 main:574] : INFO : Epoch 1835 | loss: 0.0310703 | val_loss: 0.0311316 | Time: 3151.58 ms [2022-04-11 19:49:18 main:574] : INFO : Epoch 1836 | loss: 0.0310869 | val_loss: 0.0311301 | Time: 3011.17 ms [2022-04-11 19:49:21 main:574] : INFO : Epoch 1837 | loss: 0.0310944 | val_loss: 0.0311266 | Time: 3091.01 ms [2022-04-11 19:49:24 main:574] : INFO : Epoch 1838 | loss: 0.0310883 | val_loss: 0.0311254 | Time: 3065.78 ms [2022-04-11 19:49:27 main:574] : INFO : Epoch 1839 | loss: 0.0310824 | val_loss: 0.0311247 | Time: 3058.98 ms [2022-04-11 19:49:30 main:574] : INFO : Epoch 1840 | loss: 0.0310783 | val_loss: 0.0311327 | Time: 2988.8 ms [2022-04-11 19:49:33 main:574] : INFO : Epoch 1841 | loss: 0.0310743 | val_loss: 0.031132 | Time: 3035.03 ms [2022-04-11 19:49:36 main:574] : INFO : Epoch 1842 | loss: 0.0310692 | val_loss: 0.0311296 | Time: 3098.54 ms [2022-04-11 19:49:40 main:574] : INFO : Epoch 1843 | loss: 0.0310719 | val_loss: 0.0311284 | Time: 3079.48 ms [2022-04-11 19:49:43 main:574] : INFO : Epoch 1844 | loss: 0.0310693 | val_loss: 0.0311279 | Time: 3073.72 ms [2022-04-11 19:49:46 main:574] : INFO : Epoch 1845 | loss: 0.0310732 | val_loss: 0.0311276 | Time: 3091.36 ms [2022-04-11 19:49:49 main:574] : INFO : Epoch 1846 | loss: 0.0310955 | val_loss: 0.0311397 | Time: 2993.73 ms [2022-04-11 19:49:52 main:574] : INFO : Epoch 1847 | loss: 0.031112 | val_loss: 0.031137 | Time: 3022.36 ms [2022-04-11 19:49:55 main:574] : INFO : Epoch 1848 | loss: 0.0311095 | val_loss: 0.0311375 | Time: 3110.3 ms [2022-04-11 19:49:58 main:574] : INFO : Epoch 1849 | loss: 0.0311056 | val_loss: 0.031139 | Time: 3063.1 ms [2022-04-11 19:50:01 main:574] : INFO : Epoch 1850 | loss: 0.0310984 | val_loss: 0.0311355 | Time: 3104.08 ms [2022-04-11 19:50:04 main:574] : INFO : Epoch 1851 | loss: 0.0310953 | val_loss: 0.0311351 | Time: 3174.4 ms [2022-04-11 19:50:07 main:574] : INFO : Epoch 1852 | loss: 0.0310951 | val_loss: 0.0311312 | Time: 3089.87 ms [2022-04-11 19:50:10 main:574] : INFO : Epoch 1853 | loss: 0.0310939 | val_loss: 0.0311287 | Time: 3098.85 ms [2022-04-11 19:50:13 main:574] : INFO : Epoch 1854 | loss: 0.0310938 | val_loss: 0.031138 | Time: 3009.95 ms [2022-04-11 19:50:16 main:574] : INFO : Epoch 1855 | loss: 0.0310892 | val_loss: 0.0311324 | Time: 3054.38 ms [2022-04-11 19:50:20 main:574] : INFO : Epoch 1856 | loss: 0.031087 | val_loss: 0.0311347 | Time: 3115.1 ms [2022-04-11 19:50:23 main:574] : INFO : Epoch 1857 | loss: 0.031084 | val_loss: 0.0311375 | Time: 3154.06 ms [2022-04-11 19:50:26 main:574] : INFO : Epoch 1858 | loss: 0.0310828 | val_loss: 0.0311324 | Time: 3038.44 ms [2022-04-11 19:50:29 main:574] : INFO : Epoch 1859 | loss: 0.0310814 | val_loss: 0.031134 | Time: 3063.63 ms [2022-04-11 19:50:32 main:574] : INFO : Epoch 1860 | loss: 0.0310826 | val_loss: 0.0311329 | Time: 3037.62 ms [2022-04-11 19:50:35 main:574] : INFO : Epoch 1861 | loss: 0.0310811 | val_loss: 0.0311378 | Time: 3048.48 ms [2022-04-11 19:50:38 main:574] : INFO : Epoch 1862 | loss: 0.0310812 | val_loss: 0.0311397 | Time: 2995.58 ms [2022-04-11 19:50:41 main:574] : INFO : Epoch 1863 | loss: 0.031081 | val_loss: 0.0311393 | Time: 3069.09 ms [2022-04-11 19:50:44 main:574] : INFO : Epoch 1864 | loss: 0.0310799 | val_loss: 0.031133 | Time: 3096.21 ms [2022-04-11 19:50:47 main:574] : INFO : Epoch 1865 | loss: 0.031078 | val_loss: 0.0311371 | Time: 3073.7 ms [2022-04-11 19:50:50 main:574] : INFO : Epoch 1866 | loss: 0.0310767 | val_loss: 0.0311443 | Time: 3061.78 ms [2022-04-11 19:50:53 main:574] : INFO : Epoch 1867 | loss: 0.0310746 | val_loss: 0.0311374 | Time: 3029.31 ms [2022-04-11 19:50:56 main:574] : INFO : Epoch 1868 | loss: 0.0310754 | val_loss: 0.0311358 | Time: 3090.55 ms [2022-04-11 19:50:59 main:574] : INFO : Epoch 1869 | loss: 0.0310735 | val_loss: 0.0311338 | Time: 3054.02 ms [2022-04-11 19:51:13 main:574] : INFO : Epoch 1870 | loss: 0.0310737 | val_loss: 0.0311379 | Time: 13355.6 ms [2022-04-11 19:51:16 main:574] : INFO : Epoch 1871 | loss: 0.0310757 | val_loss: 0.0311356 | Time: 3015.94 ms [2022-04-11 19:51:19 main:574] : INFO : Epoch 1872 | loss: 0.0310749 | val_loss: 0.0311308 | Time: 3082.3 ms [2022-04-11 19:51:22 main:574] : INFO : Epoch 1873 | loss: 0.0310785 | val_loss: 0.031144 | Time: 3087.59 ms [2022-04-11 19:51:25 main:574] : INFO : Epoch 1874 | loss: 0.0311171 | val_loss: 0.0311628 | Time: 3021.42 ms [2022-04-11 19:51:28 main:574] : INFO : Epoch 1875 | loss: 0.0312308 | val_loss: 0.031401 | Time: 3133.06 ms [2022-04-11 19:51:31 main:574] : INFO : Epoch 1876 | loss: 0.0316966 | val_loss: 0.031354 | Time: 3059.93 ms [2022-04-11 19:51:34 main:574] : INFO : Epoch 1877 | loss: 0.0312399 | val_loss: 0.0311836 | Time: 3125.08 ms [2022-04-11 19:51:37 main:574] : INFO : Epoch 1878 | loss: 0.0311104 | val_loss: 0.0311513 | Time: 3106.42 ms [2022-04-11 19:51:40 main:574] : INFO : Epoch 1879 | loss: 0.0310842 | val_loss: 0.031143 | Time: 3036.32 ms [2022-04-11 19:51:43 main:574] : INFO : Epoch 1880 | loss: 0.0310791 | val_loss: 0.0311379 | Time: 3008.71 ms [2022-04-11 19:51:47 main:574] : INFO : Epoch 1881 | loss: 0.0310866 | val_loss: 0.0311608 | Time: 3038.83 ms [2022-04-11 19:51:50 main:574] : INFO : Epoch 1882 | loss: 0.0310765 | val_loss: 0.0311416 | Time: 3057.98 ms [2022-04-11 19:51:53 main:574] : INFO : Epoch 1883 | loss: 0.0310728 | val_loss: 0.0311431 | Time: 3026.22 ms [2022-04-11 19:51:56 main:574] : INFO : Epoch 1884 | loss: 0.0310737 | val_loss: 0.0311366 | Time: 3007.16 ms [2022-04-11 19:51:59 main:574] : INFO : Epoch 1885 | loss: 0.0310746 | val_loss: 0.0311369 | Time: 3006.31 ms [2022-04-11 19:52:02 main:574] : INFO : Epoch 1886 | loss: 0.0310724 | val_loss: 0.0311365 | Time: 3146.03 ms [2022-04-11 19:52:05 main:574] : INFO : Epoch 1887 | loss: 0.0310758 | val_loss: 0.0311311 | Time: 3074.24 ms [2022-04-11 19:52:08 main:574] : INFO : Epoch 1888 | loss: 0.031076 | val_loss: 0.0311332 | Time: 3064.83 ms [2022-04-11 19:52:11 main:574] : INFO : Epoch 1889 | loss: 0.031076 | val_loss: 0.0311347 | Time: 3020.44 ms [2022-04-11 19:52:24 main:574] : INFO : Epoch 1890 | loss: 0.0310789 | val_loss: 0.0311286 | Time: 13209.8 ms [2022-04-11 19:52:27 main:574] : INFO : Epoch 1891 | loss: 0.0310791 | val_loss: 0.0311315 | Time: 3051.66 ms [2022-04-11 19:52:30 main:574] : INFO : Epoch 1892 | loss: 0.031086 | val_loss: 0.0311295 | Time: 3049.49 ms [2022-04-11 19:52:33 main:574] : INFO : Epoch 1893 | loss: 0.0310878 | val_loss: 0.0311247 | Time: 3099.3 ms [2022-04-11 19:52:36 main:574] : INFO : Epoch 1894 | loss: 0.0310831 | val_loss: 0.0311298 | Time: 2995.35 ms [2022-04-11 19:52:39 main:574] : INFO : Epoch 1895 | loss: 0.0310808 | val_loss: 0.0311303 | Time: 2966.88 ms [2022-04-11 19:52:42 main:574] : INFO : Epoch 1896 | loss: 0.0310808 | val_loss: 0.0311363 | Time: 3096.81 ms [2022-04-11 19:52:46 main:574] : INFO : Epoch 1897 | loss: 0.031079 | val_loss: 0.0311256 | Time: 3093.55 ms [2022-04-11 19:52:49 main:574] : INFO : Epoch 1898 | loss: 0.0310729 | val_loss: 0.0311307 | Time: 3138.1 ms [2022-04-11 19:52:52 main:574] : INFO : Epoch 1899 | loss: 0.0310728 | val_loss: 0.0311317 | Time: 3257.01 ms [2022-04-11 19:52:55 main:574] : INFO : Epoch 1900 | loss: 0.0310721 | val_loss: 0.0311337 | Time: 3328.99 ms [2022-04-11 19:52:58 main:574] : INFO : Epoch 1901 | loss: 0.0310714 | val_loss: 0.0311309 | Time: 3172.17 ms [2022-04-11 19:53:02 main:574] : INFO : Epoch 1902 | loss: 0.0310708 | val_loss: 0.0311293 | Time: 3241.84 ms [2022-04-11 19:53:05 main:574] : INFO : Epoch 1903 | loss: 0.0310729 | val_loss: 0.0311307 | Time: 3198.46 ms [2022-04-11 19:53:08 main:574] : INFO : Epoch 1904 | loss: 0.0310692 | val_loss: 0.0311277 | Time: 3168.9 ms [2022-04-11 19:53:11 main:574] : INFO : Epoch 1905 | loss: 0.0310707 | val_loss: 0.0311234 | Time: 3195.1 ms [2022-04-11 19:53:15 main:574] : INFO : Epoch 1906 | loss: 0.0310696 | val_loss: 0.0311259 | Time: 3255.26 ms [2022-04-11 19:53:18 main:574] : INFO : Epoch 1907 | loss: 0.0310685 | val_loss: 0.0311283 | Time: 3292.26 ms [2022-04-11 19:53:21 main:574] : INFO : Epoch 1908 | loss: 0.0310688 | val_loss: 0.0311271 | Time: 3193.33 ms [2022-04-11 19:53:24 main:574] : INFO : Epoch 1909 | loss: 0.0310742 | val_loss: 0.0311295 | Time: 3091.66 ms [2022-04-11 19:53:27 main:574] : INFO : Epoch 1910 | loss: 0.0310769 | val_loss: 0.0311321 | Time: 3107.94 ms [2022-04-11 19:53:30 main:574] : INFO : Epoch 1911 | loss: 0.0310769 | val_loss: 0.031122 | Time: 3065.62 ms [2022-04-11 19:53:43 main:574] : INFO : Epoch 1912 | loss: 0.0310763 | val_loss: 0.0311286 | Time: 13092.9 ms [2022-04-11 19:53:47 main:574] : INFO : Epoch 1913 | loss: 0.0310749 | val_loss: 0.0311212 | Time: 3133.48 ms [2022-04-11 19:53:50 main:574] : INFO : Epoch 1914 | loss: 0.0310743 | val_loss: 0.0311292 | Time: 3042.72 ms [2022-04-11 19:53:53 main:574] : INFO : Epoch 1915 | loss: 0.0310763 | val_loss: 0.0311319 | Time: 3063.12 ms [2022-04-11 19:54:06 main:574] : INFO : Epoch 1916 | loss: 0.0310712 | val_loss: 0.0311308 | Time: 13471.8 ms [2022-04-11 19:54:09 main:574] : INFO : Epoch 1917 | loss: 0.0310716 | val_loss: 0.0311325 | Time: 3027.78 ms [2022-04-11 19:54:12 main:574] : INFO : Epoch 1918 | loss: 0.0310703 | val_loss: 0.031129 | Time: 3080.5 ms [2022-04-11 19:54:36 main:574] : INFO : Epoch 1919 | loss: 0.0310724 | val_loss: 0.0311334 | Time: 23345 ms [2022-04-11 19:54:39 main:574] : INFO : Epoch 1920 | loss: 0.0310771 | val_loss: 0.0311256 | Time: 3092.16 ms [2022-04-11 19:54:42 main:574] : INFO : Epoch 1921 | loss: 0.0310769 | val_loss: 0.0311313 | Time: 3102.65 ms [2022-04-11 19:54:45 main:574] : INFO : Epoch 1922 | loss: 0.031077 | val_loss: 0.0311278 | Time: 3135.09 ms [2022-04-11 19:54:48 main:574] : INFO : Epoch 1923 | loss: 0.0310757 | val_loss: 0.0311265 | Time: 3186.4 ms [2022-04-11 19:54:51 main:574] : INFO : Epoch 1924 | loss: 0.0310736 | val_loss: 0.0311334 | Time: 3095.26 ms [2022-04-11 19:54:55 main:574] : INFO : Epoch 1925 | loss: 0.0310722 | val_loss: 0.0311261 | Time: 3310.59 ms [2022-04-11 19:54:58 main:574] : INFO : Epoch 1926 | loss: 0.0310696 | val_loss: 0.0311249 | Time: 3267.83 ms [2022-04-11 19:55:01 main:574] : INFO : Epoch 1927 | loss: 0.0310684 | val_loss: 0.0311263 | Time: 3312.94 ms [2022-04-11 19:55:04 main:574] : INFO : Epoch 1928 | loss: 0.0310681 | val_loss: 0.0311271 | Time: 3296.01 ms [2022-04-11 19:55:08 main:574] : INFO : Epoch 1929 | loss: 0.0310694 | val_loss: 0.0311248 | Time: 3228.39 ms [2022-04-11 19:55:11 main:574] : INFO : Epoch 1930 | loss: 0.0310723 | val_loss: 0.0311327 | Time: 3226.78 ms [2022-04-11 19:55:14 main:574] : INFO : Epoch 1931 | loss: 0.0310681 | val_loss: 0.0311368 | Time: 3204.09 ms [2022-04-11 19:55:17 main:574] : INFO : Epoch 1932 | loss: 0.0310667 | val_loss: 0.0311313 | Time: 3086.24 ms [2022-04-11 19:55:20 main:574] : INFO : Epoch 1933 | loss: 0.0310673 | val_loss: 0.0311262 | Time: 2977.42 ms [2022-04-11 19:55:23 main:574] : INFO : Epoch 1934 | loss: 0.0310686 | val_loss: 0.0311226 | Time: 3172.39 ms [2022-04-11 19:55:37 main:574] : INFO : Epoch 1935 | loss: 0.0310663 | val_loss: 0.0311298 | Time: 13367.2 ms [2022-04-11 19:55:40 main:574] : INFO : Epoch 1936 | loss: 0.0310653 | val_loss: 0.0311322 | Time: 3035.75 ms [2022-04-11 19:55:43 main:574] : INFO : Epoch 1937 | loss: 0.0310671 | val_loss: 0.031127 | Time: 3040.68 ms [2022-04-11 19:55:56 main:574] : INFO : Epoch 1938 | loss: 0.0310665 | val_loss: 0.0311281 | Time: 13594 ms [2022-04-11 19:55:59 main:574] : INFO : Epoch 1939 | loss: 0.0310654 | val_loss: 0.0311273 | Time: 2966.71 ms [2022-04-11 19:56:02 main:574] : INFO : Epoch 1940 | loss: 0.0310642 | val_loss: 0.0311299 | Time: 3095.75 ms [2022-04-11 19:56:06 main:574] : INFO : Epoch 1941 | loss: 0.0310644 | val_loss: 0.0311292 | Time: 3073.49 ms [2022-04-11 19:56:09 main:574] : INFO : Epoch 1942 | loss: 0.0310647 | val_loss: 0.0311284 | Time: 3054.98 ms [2022-04-11 19:56:12 main:574] : INFO : Epoch 1943 | loss: 0.0310631 | val_loss: 0.0311207 | Time: 3009.36 ms [2022-04-11 19:56:15 main:574] : INFO : Epoch 1944 | loss: 0.0310635 | val_loss: 0.0311281 | Time: 3030.1 ms [2022-04-11 19:56:18 main:574] : INFO : Epoch 1945 | loss: 0.0310751 | val_loss: 0.0311272 | Time: 2996.67 ms [2022-04-11 19:56:21 main:574] : INFO : Epoch 1946 | loss: 0.0310753 | val_loss: 0.0311243 | Time: 2994.16 ms [2022-04-11 19:56:24 main:574] : INFO : Epoch 1947 | loss: 0.0310724 | val_loss: 0.0311305 | Time: 3013.5 ms [2022-04-11 19:56:27 main:574] : INFO : Epoch 1948 | loss: 0.0310716 | val_loss: 0.0311252 | Time: 3142.93 ms [2022-04-11 19:56:30 main:574] : INFO : Epoch 1949 | loss: 0.0310679 | val_loss: 0.0311231 | Time: 3136.85 ms [2022-04-11 19:56:33 main:574] : INFO : Epoch 1950 | loss: 0.0310715 | val_loss: 0.0311366 | Time: 3169.35 ms [2022-04-11 19:56:36 main:574] : INFO : Epoch 1951 | loss: 0.0310705 | val_loss: 0.031129 | Time: 3287.35 ms [2022-04-11 19:56:40 main:574] : INFO : Epoch 1952 | loss: 0.0310691 | val_loss: 0.0311332 | Time: 3147.17 ms [2022-04-11 19:56:43 main:574] : INFO : Epoch 1953 | loss: 0.0310698 | val_loss: 0.0311291 | Time: 3252.69 ms [2022-04-11 19:56:46 main:574] : INFO : Epoch 1954 | loss: 0.0310671 | val_loss: 0.0311261 | Time: 3207.25 ms [2022-04-11 19:56:49 main:574] : INFO : Epoch 1955 | loss: 0.0310656 | val_loss: 0.0311324 | Time: 3204.31 ms [2022-04-11 19:56:52 main:574] : INFO : Epoch 1956 | loss: 0.0310653 | val_loss: 0.031132 | Time: 3157.28 ms [2022-04-11 19:56:56 main:574] : INFO : Epoch 1957 | loss: 0.0310635 | val_loss: 0.0311337 | Time: 3279.01 ms [2022-04-11 19:56:59 main:574] : INFO : Epoch 1958 | loss: 0.031064 | val_loss: 0.0311302 | Time: 3220.48 ms [2022-04-11 19:57:02 main:574] : INFO : Epoch 1959 | loss: 0.0310623 | val_loss: 0.0311319 | Time: 3292 ms [2022-04-11 19:57:05 main:574] : INFO : Epoch 1960 | loss: 0.031062 | val_loss: 0.0311332 | Time: 3195.57 ms [2022-04-11 19:57:09 main:574] : INFO : Epoch 1961 | loss: 0.0310615 | val_loss: 0.0311359 | Time: 3267.13 ms [2022-04-11 19:57:12 main:574] : INFO : Epoch 1962 | loss: 0.0310603 | val_loss: 0.0311373 | Time: 3281.72 ms [2022-04-11 19:57:15 main:574] : INFO : Epoch 1963 | loss: 0.0310607 | val_loss: 0.0311318 | Time: 3153.82 ms [2022-04-11 19:57:18 main:574] : INFO : Epoch 1964 | loss: 0.0310592 | val_loss: 0.031137 | Time: 2991.45 ms [2022-04-11 19:57:21 main:574] : INFO : Epoch 1965 | loss: 0.0310592 | val_loss: 0.0311319 | Time: 3041.05 ms [2022-04-11 19:57:24 main:574] : INFO : Epoch 1966 | loss: 0.0310622 | val_loss: 0.031133 | Time: 3007 ms [2022-04-11 19:57:27 main:574] : INFO : Epoch 1967 | loss: 0.0310589 | val_loss: 0.0311351 | Time: 3060.83 ms [2022-04-11 19:57:30 main:574] : INFO : Epoch 1968 | loss: 0.0310578 | val_loss: 0.0311324 | Time: 3052.19 ms [2022-04-11 19:57:33 main:574] : INFO : Epoch 1969 | loss: 0.0310587 | val_loss: 0.031142 | Time: 3118.28 ms [2022-04-11 19:57:37 main:574] : INFO : Epoch 1970 | loss: 0.0310614 | val_loss: 0.0311371 | Time: 3132.01 ms [2022-04-11 19:57:40 main:574] : INFO : Epoch 1971 | loss: 0.0310684 | val_loss: 0.031132 | Time: 3033.18 ms [2022-04-11 19:57:43 main:574] : INFO : Epoch 1972 | loss: 0.0310656 | val_loss: 0.0311387 | Time: 3044.74 ms [2022-04-11 19:57:46 main:574] : INFO : Epoch 1973 | loss: 0.0310619 | val_loss: 0.0311389 | Time: 2993.16 ms [2022-04-11 19:57:49 main:574] : INFO : Epoch 1974 | loss: 0.0310605 | val_loss: 0.0311331 | Time: 3073.88 ms [2022-04-11 19:57:52 main:574] : INFO : Epoch 1975 | loss: 0.0310597 | val_loss: 0.0311377 | Time: 3014.19 ms [2022-04-11 19:57:55 main:574] : INFO : Epoch 1976 | loss: 0.0310593 | val_loss: 0.0311373 | Time: 3103.97 ms [2022-04-11 19:57:58 main:574] : INFO : Epoch 1977 | loss: 0.0310592 | val_loss: 0.0311392 | Time: 3105.86 ms [2022-04-11 19:58:01 main:574] : INFO : Epoch 1978 | loss: 0.0310608 | val_loss: 0.0311357 | Time: 3011.19 ms [2022-04-11 19:58:04 main:574] : INFO : Epoch 1979 | loss: 0.0310597 | val_loss: 0.0311388 | Time: 3066.44 ms [2022-04-11 19:58:07 main:574] : INFO : Epoch 1980 | loss: 0.03107 | val_loss: 0.0311295 | Time: 3082.29 ms [2022-04-11 19:58:10 main:574] : INFO : Epoch 1981 | loss: 0.0310765 | val_loss: 0.0311254 | Time: 3009.7 ms [2022-04-11 19:58:13 main:574] : INFO : Epoch 1982 | loss: 0.0310718 | val_loss: 0.0311351 | Time: 3020.5 ms [2022-04-11 19:58:16 main:574] : INFO : Epoch 1983 | loss: 0.0310713 | val_loss: 0.0311294 | Time: 3025.57 ms [2022-04-11 19:58:19 main:574] : INFO : Epoch 1984 | loss: 0.0310732 | val_loss: 0.0311272 | Time: 3026.85 ms [2022-04-11 19:58:22 main:574] : INFO : Epoch 1985 | loss: 0.0310714 | val_loss: 0.0311301 | Time: 3101.68 ms [2022-04-11 19:58:25 main:574] : INFO : Epoch 1986 | loss: 0.0310708 | val_loss: 0.0311318 | Time: 3011.4 ms [2022-04-11 19:58:28 main:574] : INFO : Epoch 1987 | loss: 0.0310715 | val_loss: 0.0311323 | Time: 2993.36 ms [2022-04-11 19:58:31 main:574] : INFO : Epoch 1988 | loss: 0.0310746 | val_loss: 0.031127 | Time: 3083.5 ms [2022-04-11 19:58:34 main:574] : INFO : Epoch 1989 | loss: 0.0310735 | val_loss: 0.031122 | Time: 3094.83 ms [2022-04-11 19:58:38 main:574] : INFO : Epoch 1990 | loss: 0.0310727 | val_loss: 0.031123 | Time: 3088.36 ms [2022-04-11 19:58:41 main:574] : INFO : Epoch 1991 | loss: 0.0310728 | val_loss: 0.0311254 | Time: 3122.19 ms [2022-04-11 19:58:44 main:574] : INFO : Epoch 1992 | loss: 0.0310704 | val_loss: 0.0311217 | Time: 3090.06 ms [2022-04-11 19:58:47 main:574] : INFO : Epoch 1993 | loss: 0.0310688 | val_loss: 0.0311229 | Time: 3089.04 ms [2022-04-11 19:58:50 main:574] : INFO : Epoch 1994 | loss: 0.0310689 | val_loss: 0.0311393 | Time: 3134.35 ms [2022-04-11 19:58:53 main:574] : INFO : Epoch 1995 | loss: 0.031071 | val_loss: 0.0311278 | Time: 3081.73 ms [2022-04-11 19:58:56 main:574] : INFO : Epoch 1996 | loss: 0.0310665 | val_loss: 0.0311226 | Time: 3060.62 ms [2022-04-11 19:58:59 main:574] : INFO : Epoch 1997 | loss: 0.0310656 | val_loss: 0.0311295 | Time: 3086.15 ms [2022-04-11 19:59:02 main:574] : INFO : Epoch 1998 | loss: 0.0310644 | val_loss: 0.0311271 | Time: 3104.44 ms [2022-04-11 19:59:05 main:574] : INFO : Epoch 1999 | loss: 0.0310628 | val_loss: 0.0311256 | Time: 3018.06 ms [2022-04-11 19:59:08 main:574] : INFO : Epoch 2000 | loss: 0.0310615 | val_loss: 0.0311269 | Time: 3031.93 ms [2022-04-11 19:59:11 main:574] : INFO : Epoch 2001 | loss: 0.0310625 | val_loss: 0.0311275 | Time: 2989.45 ms [2022-04-11 19:59:15 main:574] : INFO : Epoch 2002 | loss: 0.0310753 | val_loss: 0.0311188 | Time: 3154.25 ms [2022-04-11 19:59:18 main:574] : INFO : Epoch 2003 | loss: 0.0310729 | val_loss: 0.0311287 | Time: 3131.39 ms [2022-04-11 19:59:21 main:574] : INFO : Epoch 2004 | loss: 0.0310731 | val_loss: 0.0311276 | Time: 3009.08 ms [2022-04-11 19:59:24 main:574] : INFO : Epoch 2005 | loss: 0.0310778 | val_loss: 0.0311272 | Time: 3069.66 ms [2022-04-11 19:59:27 main:574] : INFO : Epoch 2006 | loss: 0.0310758 | val_loss: 0.0311273 | Time: 3002.01 ms [2022-04-11 19:59:30 main:574] : INFO : Epoch 2007 | loss: 0.0310712 | val_loss: 0.0311213 | Time: 2912.66 ms [2022-04-11 19:59:33 main:574] : INFO : Epoch 2008 | loss: 0.0310727 | val_loss: 0.0311275 | Time: 3012.14 ms [2022-04-11 19:59:36 main:574] : INFO : Epoch 2009 | loss: 0.0310699 | val_loss: 0.0311236 | Time: 3010.64 ms [2022-04-11 19:59:39 main:574] : INFO : Epoch 2010 | loss: 0.0310688 | val_loss: 0.0311222 | Time: 3027.39 ms [2022-04-11 19:59:42 main:574] : INFO : Epoch 2011 | loss: 0.0310698 | val_loss: 0.0311264 | Time: 3006.42 ms [2022-04-11 19:59:45 main:574] : INFO : Epoch 2012 | loss: 0.0310769 | val_loss: 0.0311269 | Time: 3087.69 ms [2022-04-11 19:59:48 main:574] : INFO : Epoch 2013 | loss: 0.0310734 | val_loss: 0.0311166 | Time: 3022.71 ms [2022-04-11 19:59:51 main:574] : INFO : Epoch 2014 | loss: 0.0310734 | val_loss: 0.0311207 | Time: 3077.69 ms [2022-04-11 19:59:54 main:574] : INFO : Epoch 2015 | loss: 0.0310686 | val_loss: 0.0311241 | Time: 3025.47 ms [2022-04-11 19:59:57 main:574] : INFO : Epoch 2016 | loss: 0.031074 | val_loss: 0.0311201 | Time: 3139.72 ms [2022-04-11 20:00:00 main:574] : INFO : Epoch 2017 | loss: 0.0310711 | val_loss: 0.0311173 | Time: 3052.25 ms [2022-04-11 20:00:03 main:574] : INFO : Epoch 2018 | loss: 0.0310689 | val_loss: 0.0311213 | Time: 3092.56 ms [2022-04-11 20:00:06 main:574] : INFO : Epoch 2019 | loss: 0.0310655 | val_loss: 0.0311223 | Time: 3028.79 ms [2022-04-11 20:00:09 main:574] : INFO : Epoch 2020 | loss: 0.0310662 | val_loss: 0.0311276 | Time: 3002.83 ms [2022-04-11 20:00:12 main:574] : INFO : Epoch 2021 | loss: 0.0310677 | val_loss: 0.031123 | Time: 3072.97 ms [2022-04-11 20:00:15 main:574] : INFO : Epoch 2022 | loss: 0.0310679 | val_loss: 0.0311278 | Time: 3003.61 ms [2022-04-11 20:00:19 main:574] : INFO : Epoch 2023 | loss: 0.0310651 | val_loss: 0.031129 | Time: 3117.25 ms [2022-04-11 20:00:22 main:574] : INFO : Epoch 2024 | loss: 0.0310657 | val_loss: 0.0311287 | Time: 3072.51 ms [2022-04-11 20:00:25 main:574] : INFO : Epoch 2025 | loss: 0.0310692 | val_loss: 0.0311272 | Time: 3066.48 ms [2022-04-11 20:00:28 main:574] : INFO : Epoch 2026 | loss: 0.0310704 | val_loss: 0.0311229 | Time: 3023.86 ms [2022-04-11 20:00:31 main:574] : INFO : Epoch 2027 | loss: 0.0310706 | val_loss: 0.0311321 | Time: 3048.12 ms [2022-04-11 20:00:34 main:574] : INFO : Epoch 2028 | loss: 0.0310729 | val_loss: 0.0311234 | Time: 2970.58 ms [2022-04-11 20:00:37 main:574] : INFO : Epoch 2029 | loss: 0.0310723 | val_loss: 0.0311224 | Time: 3040.35 ms [2022-04-11 20:00:40 main:574] : INFO : Epoch 2030 | loss: 0.0310723 | val_loss: 0.0311366 | Time: 3014.66 ms [2022-04-11 20:00:43 main:574] : INFO : Epoch 2031 | loss: 0.0310701 | val_loss: 0.031135 | Time: 3091.83 ms [2022-04-11 20:28:18 main:574] : INFO : Epoch 2032 | loss: 0.0310707 | val_loss: 0.0311246 | Time: 1.65529e+06 ms [2022-04-11 20:28:21 main:574] : INFO : Epoch 2033 | loss: 0.0310657 | val_loss: 0.0311293 | Time: 3020.5 ms [2022-04-11 20:28:24 main:574] : INFO : Epoch 2034 | loss: 0.0310671 | val_loss: 0.0311246 | Time: 2982.58 ms [2022-04-11 20:28:27 main:574] : INFO : Epoch 2035 | loss: 0.0310662 | val_loss: 0.0311287 | Time: 3061.05 ms [2022-04-11 20:35:14 main:574] : INFO : Epoch 2036 | loss: 0.0310684 | val_loss: 0.0311262 | Time: 406714 ms [2022-04-11 20:35:17 main:574] : INFO : Epoch 2037 | loss: 0.0310664 | val_loss: 0.0311288 | Time: 3130.81 ms [2022-04-11 20:35:20 main:574] : INFO : Epoch 2038 | loss: 0.0310655 | val_loss: 0.0311259 | Time: 3072.14 ms [2022-04-11 20:35:23 main:574] : INFO : Epoch 2039 | loss: 0.0310681 | val_loss: 0.0311224 | Time: 2980.46 ms [2022-04-11 20:35:26 main:574] : INFO : Epoch 2040 | loss: 0.031065 | val_loss: 0.0311266 | Time: 3062.93 ms [2022-04-11 20:35:29 main:574] : INFO : Epoch 2041 | loss: 0.0310708 | val_loss: 0.0311243 | Time: 3004.29 ms [2022-04-11 20:35:32 main:574] : INFO : Epoch 2042 | loss: 0.0310741 | val_loss: 0.0311268 | Time: 2999.21 ms [2022-04-11 20:35:35 main:574] : INFO : Epoch 2043 | loss: 0.0310794 | val_loss: 0.0311334 | Time: 3132.06 ms [2022-04-11 20:35:38 main:574] : INFO : Epoch 2044 | loss: 0.031084 | val_loss: 0.0311229 | Time: 3002.12 ms [2022-04-11 20:35:41 main:574] : INFO : Epoch 2045 | loss: 0.0310825 | val_loss: 0.0311352 | Time: 3049.32 ms [2022-04-11 20:35:45 main:574] : INFO : Epoch 2046 | loss: 0.031082 | val_loss: 0.0311279 | Time: 3082.42 ms [2022-04-11 20:35:47 main:574] : INFO : Epoch 2047 | loss: 0.0310761 | val_loss: 0.0311286 | Time: 2964.03 ms [2022-04-11 20:35:51 main:574] : INFO : Epoch 2048 | loss: 0.0310742 | val_loss: 0.0311222 | Time: 3019.62 ms [2022-04-11 20:35:51 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311222 [2022-04-11 20:35:51 main:603] : INFO : Saving end state to config to file [2022-04-11 20:35:51 main:608] : INFO : Success, exiting.. 20:35:51 (29288): 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)