Task 5705315
| Name | ParityMachine-1625433411-3188-1_0 |
| Workunit | 3541653 |
| Created | 7 Jul 2021, 16:43:14 UTC |
| Sent | 11 Jul 2021, 22:21:54 UTC |
| Report deadline | 18 Jul 2021, 22:21:54 UTC |
| Received | 12 Jul 2021, 0:12:38 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7284 |
| Run time | 1 hours 50 min 10 sec |
| CPU time | 1 hours 46 min 50 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 5,488.64 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.41 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 304 | val_loss: 0.0311354 | Time: 3221.22 ms [2021-07-12 01:45:54 main:574] : INFO : Epoch 1557 | loss: 0.0311331 | val_loss: 0.0311382 | Time: 3219.97 ms [2021-07-12 01:45:57 main:574] : INFO : Epoch 1558 | loss: 0.0311349 | val_loss: 0.0311344 | Time: 3208.62 ms [2021-07-12 01:46:01 main:574] : INFO : Epoch 1559 | loss: 0.0311297 | val_loss: 0.0311362 | Time: 3230.48 ms [2021-07-12 01:46:04 main:574] : INFO : Epoch 1560 | loss: 0.0311349 | val_loss: 0.0311532 | Time: 3193.67 ms [2021-07-12 01:46:07 main:574] : INFO : Epoch 1561 | loss: 0.0311296 | val_loss: 0.0311295 | Time: 3210.44 ms [2021-07-12 01:46:10 main:574] : INFO : Epoch 1562 | loss: 0.0311271 | val_loss: 0.0311303 | Time: 3212.62 ms [2021-07-12 01:46:13 main:574] : INFO : Epoch 1563 | loss: 0.0311245 | val_loss: 0.0311267 | Time: 3213.91 ms [2021-07-12 01:46:17 main:574] : INFO : Epoch 1564 | loss: 0.0311275 | val_loss: 0.0311329 | Time: 3238.37 ms [2021-07-12 01:46:20 main:574] : INFO : Epoch 1565 | loss: 0.0311257 | val_loss: 0.0311186 | Time: 3233.33 ms [2021-07-12 01:46:23 main:574] : INFO : Epoch 1566 | loss: 0.0311159 | val_loss: 0.0311006 | Time: 3233.12 ms [2021-07-12 01:46:26 main:574] : INFO : Epoch 1567 | loss: 0.0310817 | val_loss: 0.0310422 | Time: 3214.08 ms [2021-07-12 01:46:30 main:574] : INFO : Epoch 1568 | loss: 0.0309571 | val_loss: 0.0308692 | Time: 3206.17 ms [2021-07-12 01:46:33 main:574] : INFO : Epoch 1569 | loss: 0.0307364 | val_loss: 0.0310073 | Time: 3228.92 ms [2021-07-12 01:46:36 main:574] : INFO : Epoch 1570 | loss: 0.0298164 | val_loss: 0.0288205 | Time: 3199.86 ms [2021-07-12 01:46:39 main:574] : INFO : Epoch 1571 | loss: 0.0276855 | val_loss: 0.0258088 | Time: 3227.03 ms [2021-07-12 01:46:42 main:574] : INFO : Epoch 1572 | loss: 0.0235214 | val_loss: 0.0212761 | Time: 3214.98 ms [2021-07-12 01:46:46 main:574] : INFO : Epoch 1573 | loss: 0.0198044 | val_loss: 0.0182022 | Time: 3223.35 ms [2021-07-12 01:46:49 main:574] : INFO : Epoch 1574 | loss: 0.0158408 | val_loss: 0.0129485 | Time: 3224.68 ms [2021-07-12 01:46:52 main:574] : INFO : Epoch 1575 | loss: 0.0103498 | val_loss: 0.00887732 | Time: 3239.3 ms [2021-07-12 01:46:55 main:574] : INFO : Epoch 1576 | loss: 0.00780854 | val_loss: 0.0068158 | Time: 3171.55 ms [2021-07-12 01:46:58 main:574] : INFO : Epoch 1577 | loss: 0.00620688 | val_loss: 0.00574664 | Time: 3208.23 ms [2021-07-12 01:47:02 main:574] : INFO : Epoch 1578 | loss: 0.0052689 | val_loss: 0.00489006 | Time: 3216.89 ms [2021-07-12 01:47:05 main:574] : INFO : Epoch 1579 | loss: 0.00449777 | val_loss: 0.00427834 | Time: 3187.01 ms [2021-07-12 01:47:08 main:574] : INFO : Epoch 1580 | loss: 0.00394474 | val_loss: 0.00376032 | Time: 3193.18 ms [2021-07-12 01:47:11 main:574] : INFO : Epoch 1581 | loss: 0.0034836 | val_loss: 0.00334687 | Time: 3229.24 ms [2021-07-12 01:47:15 main:574] : INFO : Epoch 1582 | loss: 0.00314643 | val_loss: 0.00307114 | Time: 3211.21 ms [2021-07-12 01:47:18 main:574] : INFO : Epoch 1583 | loss: 0.00291035 | val_loss: 0.00286904 | Time: 3238.52 ms [2021-07-12 01:47:21 main:574] : INFO : Epoch 1584 | loss: 0.0027247 | val_loss: 0.00266765 | Time: 3194.41 ms [2021-07-12 01:47:24 main:574] : INFO : Epoch 1585 | loss: 0.00252837 | val_loss: 0.00256407 | Time: 3207.35 ms [2021-07-12 01:47:27 main:574] : INFO : Epoch 1586 | loss: 0.00254841 | val_loss: 0.00242862 | Time: 3219.03 ms [2021-07-12 01:47:31 main:574] : INFO : Epoch 1587 | loss: 0.00229309 | val_loss: 0.00226267 | Time: 3228.41 ms [2021-07-12 01:47:34 main:574] : INFO : Epoch 1588 | loss: 0.00216964 | val_loss: 0.00215155 | Time: 3204.38 ms [2021-07-12 01:47:37 main:574] : INFO : Epoch 1589 | loss: 0.00205708 | val_loss: 0.00202381 | Time: 3220.1 ms [2021-07-12 01:47:40 main:574] : INFO : Epoch 1590 | loss: 0.00207583 | val_loss: 0.00207024 | Time: 3242.49 ms [2021-07-12 01:47:44 main:574] : INFO : Epoch 1591 | loss: 0.00182529 | val_loss: 0.00165712 | Time: 3237.91 ms [2021-07-12 01:47:47 main:574] : INFO : Epoch 1592 | loss: 0.00156327 | val_loss: 0.00149474 | Time: 3191.35 ms [2021-07-12 01:47:50 main:574] : INFO : Epoch 1593 | loss: 0.00140089 | val_loss: 0.00135616 | Time: 3217.58 ms [2021-07-12 01:47:53 main:574] : INFO : Epoch 1594 | loss: 0.00129314 | val_loss: 0.00127681 | Time: 3212.71 ms [2021-07-12 01:47:56 main:574] : INFO : Epoch 1595 | loss: 0.00123608 | val_loss: 0.00123577 | Time: 3195.59 ms [2021-07-12 01:48:00 main:574] : INFO : Epoch 1596 | loss: 0.00118696 | val_loss: 0.00118822 | Time: 3245.21 ms [2021-07-12 01:48:03 main:574] : INFO : Epoch 1597 | loss: 0.00114864 | val_loss: 0.00115017 | Time: 3216.77 ms [2021-07-12 01:48:06 main:574] : INFO : Epoch 1598 | loss: 0.00117058 | val_loss: 0.00113081 | Time: 3253.42 ms [2021-07-12 01:48:09 main:574] : INFO : Epoch 1599 | loss: 0.00110701 | val_loss: 0.00109209 | Time: 3209.72 ms [2021-07-12 01:48:13 main:574] : INFO : Epoch 1600 | loss: 0.00101965 | val_loss: 0.00100538 | Time: 3183.34 ms [2021-07-12 01:48:16 main:574] : INFO : Epoch 1601 | loss: 0.000949107 | val_loss: 0.000959349 | Time: 3213.97 ms [2021-07-12 01:48:19 main:574] : INFO : Epoch 1602 | loss: 0.000924779 | val_loss: 0.000943136 | Time: 3195.74 ms [2021-07-12 01:48:22 main:574] : INFO : Epoch 1603 | loss: 0.000910463 | val_loss: 0.000927171 | Time: 3235.57 ms [2021-07-12 01:48:25 main:574] : INFO : Epoch 1604 | loss: 0.000894145 | val_loss: 0.000918613 | Time: 3226.55 ms [2021-07-12 01:48:29 main:574] : INFO : Epoch 1605 | loss: 0.000886231 | val_loss: 0.000920228 | Time: 3219.23 ms [2021-07-12 01:48:32 main:574] : INFO : Epoch 1606 | loss: 0.000878682 | val_loss: 0.000907737 | Time: 3223.52 ms [2021-07-12 01:48:35 main:574] : INFO : Epoch 1607 | loss: 0.000874088 | val_loss: 0.000896498 | Time: 3245.87 ms [2021-07-12 01:48:38 main:574] : INFO : Epoch 1608 | loss: 0.000861054 | val_loss: 0.000886792 | Time: 3228.55 ms [2021-07-12 01:48:42 main:574] : INFO : Epoch 1609 | loss: 0.000859174 | val_loss: 0.000899508 | Time: 3223.4 ms [2021-07-12 01:48:45 main:574] : INFO : Epoch 1610 | loss: 0.000858474 | val_loss: 0.000866631 | Time: 3221.98 ms [2021-07-12 01:48:48 main:574] : INFO : Epoch 1611 | loss: 0.000830138 | val_loss: 0.000837067 | Time: 3248.75 ms [2021-07-12 01:48:51 main:574] : INFO : Epoch 1612 | loss: 0.000778957 | val_loss: 0.000769113 | Time: 3202.58 ms [2021-07-12 01:48:54 main:574] : INFO : Epoch 1613 | loss: 0.00073084 | val_loss: 0.000722045 | Time: 3208.84 ms [2021-07-12 01:48:58 main:574] : INFO : Epoch 1614 | loss: 0.00068765 | val_loss: 0.000675185 | Time: 3184.85 ms [2021-07-12 01:49:01 main:574] : INFO : Epoch 1615 | loss: 0.0006534 | val_loss: 0.000651588 | Time: 3237.15 ms [2021-07-12 01:49:04 main:574] : INFO : Epoch 1616 | loss: 0.000647321 | val_loss: 0.000628795 | Time: 3270.1 ms [2021-07-12 01:49:07 main:574] : INFO : Epoch 1617 | loss: 0.000615231 | val_loss: 0.00061484 | Time: 3201.5 ms [2021-07-12 01:49:11 main:574] : INFO : Epoch 1618 | loss: 0.000602573 | val_loss: 0.000612939 | Time: 3237.14 ms [2021-07-12 01:49:14 main:574] : INFO : Epoch 1619 | loss: 0.000604999 | val_loss: 0.0005982 | Time: 3208.52 ms [2021-07-12 01:49:17 main:574] : INFO : Epoch 1620 | loss: 0.000588392 | val_loss: 0.000629072 | Time: 3236.05 ms [2021-07-12 01:49:20 main:574] : INFO : Epoch 1621 | loss: 0.000588032 | val_loss: 0.000585603 | Time: 3227.49 ms [2021-07-12 01:49:24 main:574] : INFO : Epoch 1622 | loss: 0.000571963 | val_loss: 0.000579525 | Time: 3194.8 ms [2021-07-12 01:49:27 main:574] : INFO : Epoch 1623 | loss: 0.000580964 | val_loss: 0.000730053 | Time: 3260.9 ms [2021-07-12 01:49:30 main:574] : INFO : Epoch 1624 | loss: 0.000619303 | val_loss: 0.000577085 | Time: 3218.87 ms [2021-07-12 01:49:33 main:574] : INFO : Epoch 1625 | loss: 0.000562231 | val_loss: 0.000571553 | Time: 3238.17 ms [2021-07-12 01:49:36 main:574] : INFO : Epoch 1626 | loss: 0.000552167 | val_loss: 0.000563228 | Time: 3220.47 ms [2021-07-12 01:49:40 main:574] : INFO : Epoch 1627 | loss: 0.000546409 | val_loss: 0.000557545 | Time: 3216.66 ms [2021-07-12 01:49:43 main:574] : INFO : Epoch 1628 | loss: 0.000544247 | val_loss: 0.000689317 | Time: 3222.99 ms [2021-07-12 01:49:46 main:574] : INFO : Epoch 1629 | loss: 0.00699454 | val_loss: 0.00500116 | Time: 3229.17 ms [2021-07-12 01:49:49 main:574] : INFO : Epoch 1630 | loss: 0.003148 | val_loss: 0.00180931 | Time: 3232.2 ms [2021-07-12 01:49:53 main:574] : INFO : Epoch 1631 | loss: 0.00120473 | val_loss: 0.000921031 | Time: 3228.51 ms [2021-07-12 01:49:56 main:574] : INFO : Epoch 1632 | loss: 0.000859598 | val_loss: 0.000792253 | Time: 3214.72 ms [2021-07-12 01:49:59 main:574] : INFO : Epoch 1633 | loss: 0.000733117 | val_loss: 0.000728853 | Time: 3200.3 ms [2021-07-12 01:50:02 main:574] : INFO : Epoch 1634 | loss: 0.000677633 | val_loss: 0.000690227 | Time: 3236.49 ms [2021-07-12 01:50:05 main:574] : INFO : Epoch 1635 | loss: 0.000650442 | val_loss: 0.000670739 | Time: 3201.96 ms [2021-07-12 01:50:09 main:574] : INFO : Epoch 1636 | loss: 0.00063219 | val_loss: 0.000656226 | Time: 3204.6 ms [2021-07-12 01:50:12 main:574] : INFO : Epoch 1637 | loss: 0.000619676 | val_loss: 0.000646696 | Time: 3198.29 ms [2021-07-12 01:50:15 main:574] : INFO : Epoch 1638 | loss: 0.000610976 | val_loss: 0.000637463 | Time: 3219.28 ms [2021-07-12 01:50:18 main:574] : INFO : Epoch 1639 | loss: 0.000602947 | val_loss: 0.00062889 | Time: 3212.28 ms [2021-07-12 01:50:22 main:574] : INFO : Epoch 1640 | loss: 0.000595867 | val_loss: 0.000623694 | Time: 3223.54 ms [2021-07-12 01:50:25 main:574] : INFO : Epoch 1641 | loss: 0.000590164 | val_loss: 0.000618255 | Time: 3242.56 ms [2021-07-12 01:50:28 main:574] : INFO : Epoch 1642 | loss: 0.000585878 | val_loss: 0.000615242 | Time: 3220.97 ms [2021-07-12 01:50:31 main:574] : INFO : Epoch 1643 | loss: 0.00058241 | val_loss: 0.000611221 | Time: 3208.52 ms [2021-07-12 01:50:34 main:574] : INFO : Epoch 1644 | loss: 0.000578354 | val_loss: 0.000607196 | Time: 3212.47 ms [2021-07-12 01:50:38 main:574] : INFO : Epoch 1645 | loss: 0.000574659 | val_loss: 0.000603964 | Time: 3226.46 ms [2021-07-12 01:50:41 main:574] : INFO : Epoch 1646 | loss: 0.000571231 | val_loss: 0.000600843 | Time: 3209.02 ms [2021-07-12 01:50:44 main:574] : INFO : Epoch 1647 | loss: 0.000568033 | val_loss: 0.00059814 | Time: 3204.75 ms [2021-07-12 01:50:47 main:574] : INFO : Epoch 1648 | loss: 0.000565086 | val_loss: 0.000595967 | Time: 3209.5 ms [2021-07-12 01:50:51 main:574] : INFO : Epoch 1649 | loss: 0.000562399 | val_loss: 0.000593477 | Time: 3205.39 ms [2021-07-12 01:50:54 main:574] : INFO : Epoch 1650 | loss: 0.00055958 | val_loss: 0.000591046 | Time: 3223.93 ms [2021-07-12 01:50:57 main:574] : INFO : Epoch 1651 | loss: 0.000558274 | val_loss: 0.000592936 | Time: 3253.82 ms [2021-07-12 01:51:00 main:574] : INFO : Epoch 1652 | loss: 0.000555355 | val_loss: 0.000586956 | Time: 3209.23 ms [2021-07-12 01:51:03 main:574] : INFO : Epoch 1653 | loss: 0.00055235 | val_loss: 0.000585415 | Time: 3208.75 ms [2021-07-12 01:51:07 main:574] : INFO : Epoch 1654 | loss: 0.000550495 | val_loss: 0.000583214 | Time: 3198.99 ms [2021-07-12 01:51:10 main:574] : INFO : Epoch 1655 | loss: 0.000548864 | val_loss: 0.000581987 | Time: 3207.62 ms [2021-07-12 01:51:13 main:574] : INFO : Epoch 1656 | loss: 0.000547548 | val_loss: 0.000580447 | Time: 3218.24 ms [2021-07-12 01:51:16 main:574] : INFO : Epoch 1657 | loss: 0.000545222 | val_loss: 0.00057936 | Time: 3217.14 ms [2021-07-12 01:51:20 main:574] : INFO : Epoch 1658 | loss: 0.000543921 | val_loss: 0.000577388 | Time: 3213.5 ms [2021-07-12 01:51:23 main:574] : INFO : Epoch 1659 | loss: 0.00054282 | val_loss: 0.000576138 | Time: 3201.18 ms [2021-07-12 01:51:26 main:574] : INFO : Epoch 1660 | loss: 0.000541682 | val_loss: 0.00057457 | Time: 3219.5 ms [2021-07-12 01:51:29 main:574] : INFO : Epoch 1661 | loss: 0.000540911 | val_loss: 0.000574468 | Time: 3218.93 ms [2021-07-12 01:51:32 main:574] : INFO : Epoch 1662 | loss: 0.000539 | val_loss: 0.000571542 | Time: 3228.6 ms [2021-07-12 01:51:36 main:574] : INFO : Epoch 1663 | loss: 0.000537515 | val_loss: 0.000571328 | Time: 3213.64 ms [2021-07-12 01:51:39 main:574] : INFO : Epoch 1664 | loss: 0.000536725 | val_loss: 0.000569266 | Time: 3200.65 ms [2021-07-12 01:51:42 main:574] : INFO : Epoch 1665 | loss: 0.000535023 | val_loss: 0.000570571 | Time: 3204.7 ms [2021-07-12 01:51:45 main:574] : INFO : Epoch 1666 | loss: 0.00053491 | val_loss: 0.00057178 | Time: 3210.46 ms [2021-07-12 01:51:48 main:574] : INFO : Epoch 1667 | loss: 0.000534856 | val_loss: 0.0005665 | Time: 3221.89 ms [2021-07-12 01:51:52 main:574] : INFO : Epoch 1668 | loss: 0.000533241 | val_loss: 0.000567019 | Time: 3208.4 ms [2021-07-12 01:51:55 main:574] : INFO : Epoch 1669 | loss: 0.000531335 | val_loss: 0.000565014 | Time: 3219.28 ms [2021-07-12 01:51:58 main:574] : INFO : Epoch 1670 | loss: 0.000529626 | val_loss: 0.000562931 | Time: 3202.05 ms [2021-07-12 01:52:01 main:574] : INFO : Epoch 1671 | loss: 0.000527941 | val_loss: 0.000560549 | Time: 3201.51 ms [2021-07-12 01:52:05 main:574] : INFO : Epoch 1672 | loss: 0.000525757 | val_loss: 0.000557 | Time: 3223.35 ms [2021-07-12 01:52:08 main:574] : INFO : Epoch 1673 | loss: 0.000523866 | val_loss: 0.000555913 | Time: 3223.95 ms [2021-07-12 01:52:11 main:574] : INFO : Epoch 1674 | loss: 0.000522215 | val_loss: 0.000554467 | Time: 3242.02 ms [2021-07-12 01:52:14 main:574] : INFO : Epoch 1675 | loss: 0.00052076 | val_loss: 0.000552784 | Time: 3257.55 ms [2021-07-12 01:52:18 main:574] : INFO : Epoch 1676 | loss: 0.000519669 | val_loss: 0.000552701 | Time: 3221.97 ms [2021-07-12 01:52:21 main:574] : INFO : Epoch 1677 | loss: 0.000518066 | val_loss: 0.000554969 | Time: 3239.68 ms [2021-07-12 01:52:24 main:574] : INFO : Epoch 1678 | loss: 0.000519497 | val_loss: 0.000552223 | Time: 3223.2 ms [2021-07-12 01:52:27 main:574] : INFO : Epoch 1679 | loss: 0.000516596 | val_loss: 0.000549758 | Time: 3212.21 ms [2021-07-12 01:52:30 main:574] : INFO : Epoch 1680 | loss: 0.000515054 | val_loss: 0.000548103 | Time: 3211.74 ms [2021-07-12 01:52:34 main:574] : INFO : Epoch 1681 | loss: 0.000514964 | val_loss: 0.00055131 | Time: 3230.38 ms [2021-07-12 01:52:37 main:574] : INFO : Epoch 1682 | loss: 0.000513935 | val_loss: 0.00054784 | Time: 3240.84 ms [2021-07-12 01:52:40 main:574] : INFO : Epoch 1683 | loss: 0.000512369 | val_loss: 0.000545348 | Time: 3242.17 ms [2021-07-12 01:52:43 main:574] : INFO : Epoch 1684 | loss: 0.000511165 | val_loss: 0.000546564 | Time: 3216.37 ms [2021-07-12 01:52:47 main:574] : INFO : Epoch 1685 | loss: 0.000513446 | val_loss: 0.000543632 | Time: 3210.3 ms [2021-07-12 01:52:50 main:574] : INFO : Epoch 1686 | loss: 0.000512403 | val_loss: 0.00054678 | Time: 3239.48 ms [2021-07-12 01:52:53 main:574] : INFO : Epoch 1687 | loss: 0.000508945 | val_loss: 0.000543017 | Time: 3223.8 ms [2021-07-12 01:52:56 main:574] : INFO : Epoch 1688 | loss: 0.000507428 | val_loss: 0.000540498 | Time: 3263.64 ms [2021-07-12 01:53:00 main:574] : INFO : Epoch 1689 | loss: 0.000506734 | val_loss: 0.000540667 | Time: 3242.51 ms [2021-07-12 01:53:03 main:574] : INFO : Epoch 1690 | loss: 0.000505367 | val_loss: 0.000538823 | Time: 3210.73 ms [2021-07-12 01:53:06 main:574] : INFO : Epoch 1691 | loss: 0.000505207 | val_loss: 0.000540854 | Time: 3231.32 ms [2021-07-12 01:53:09 main:574] : INFO : Epoch 1692 | loss: 0.000504788 | val_loss: 0.000538008 | Time: 3230.51 ms [2021-07-12 01:53:12 main:574] : INFO : Epoch 1693 | loss: 0.000505489 | val_loss: 0.000538035 | Time: 3219.71 ms [2021-07-12 01:53:16 main:574] : INFO : Epoch 1694 | loss: 0.000505246 | val_loss: 0.000539427 | Time: 3231.15 ms [2021-07-12 01:53:19 main:574] : INFO : Epoch 1695 | loss: 0.000505521 | val_loss: 0.000543291 | Time: 3251.88 ms [2021-07-12 01:53:22 main:574] : INFO : Epoch 1696 | loss: 0.000503725 | val_loss: 0.000536466 | Time: 3221.87 ms [2021-07-12 01:53:25 main:574] : INFO : Epoch 1697 | loss: 0.00050115 | val_loss: 0.000534219 | Time: 3204.84 ms [2021-07-12 01:53:29 main:574] : INFO : Epoch 1698 | loss: 0.000500117 | val_loss: 0.000535839 | Time: 3210.04 ms [2021-07-12 01:53:32 main:574] : INFO : Epoch 1699 | loss: 0.000499789 | val_loss: 0.000538019 | Time: 3220.34 ms [2021-07-12 01:53:35 main:574] : INFO : Epoch 1700 | loss: 0.000500911 | val_loss: 0.000532278 | Time: 3229.19 ms [2021-07-12 01:53:38 main:574] : INFO : Epoch 1701 | loss: 0.000498433 | val_loss: 0.000538906 | Time: 3256.93 ms [2021-07-12 01:53:42 main:574] : INFO : Epoch 1702 | loss: 0.000502422 | val_loss: 0.000539561 | Time: 3211.96 ms [2021-07-12 01:53:45 main:574] : INFO : Epoch 1703 | loss: 0.000498779 | val_loss: 0.000531789 | Time: 3203.58 ms [2021-07-12 01:53:48 main:574] : INFO : Epoch 1704 | loss: 0.000497195 | val_loss: 0.000534799 | Time: 3218.91 ms [2021-07-12 01:53:51 main:574] : INFO : Epoch 1705 | loss: 0.000499586 | val_loss: 0.000530275 | Time: 3225.94 ms [2021-07-12 01:53:54 main:574] : INFO : Epoch 1706 | loss: 0.000498304 | val_loss: 0.000529435 | Time: 3226.72 ms [2021-07-12 01:53:58 main:574] : INFO : Epoch 1707 | loss: 0.000495401 | val_loss: 0.000530272 | Time: 3239.84 ms [2021-07-12 01:54:01 main:574] : INFO : Epoch 1708 | loss: 0.00049601 | val_loss: 0.00053486 | Time: 3229.84 ms [2021-07-12 01:54:04 main:574] : INFO : Epoch 1709 | loss: 0.000495857 | val_loss: 0.000528495 | Time: 3224.84 ms [2021-07-12 01:54:07 main:574] : INFO : Epoch 1710 | loss: 0.000493456 | val_loss: 0.000527783 | Time: 3250.48 ms [2021-07-12 01:54:11 main:574] : INFO : Epoch 1711 | loss: 0.000493029 | val_loss: 0.000527807 | Time: 3222.7 ms [2021-07-12 01:54:14 main:574] : INFO : Epoch 1712 | loss: 0.000495497 | val_loss: 0.000526776 | Time: 3269.32 ms [2021-07-12 01:54:17 main:574] : INFO : Epoch 1713 | loss: 0.00049547 | val_loss: 0.00056328 | Time: 3221.26 ms [2021-07-12 01:54:20 main:574] : INFO : Epoch 1714 | loss: 0.000501174 | val_loss: 0.000527353 | Time: 3231.13 ms [2021-07-12 01:54:24 main:574] : INFO : Epoch 1715 | loss: 0.000493113 | val_loss: 0.000525554 | Time: 3236.69 ms [2021-07-12 01:54:27 main:574] : INFO : Epoch 1716 | loss: 0.000490333 | val_loss: 0.000525738 | Time: 3191.71 ms [2021-07-12 01:54:30 main:574] : INFO : Epoch 1717 | loss: 0.000489774 | val_loss: 0.000524433 | Time: 3197.99 ms [2021-07-12 01:54:33 main:574] : INFO : Epoch 1718 | loss: 0.000489298 | val_loss: 0.000523691 | Time: 3237.02 ms [2021-07-12 01:54:36 main:574] : INFO : Epoch 1719 | loss: 0.000489834 | val_loss: 0.000550616 | Time: 3220.92 ms [2021-07-12 01:54:40 main:574] : INFO : Epoch 1720 | loss: 0.000509139 | val_loss: 0.000529075 | Time: 3205.43 ms [2021-07-12 01:54:43 main:574] : INFO : Epoch 1721 | loss: 0.000490604 | val_loss: 0.000523402 | Time: 3207.15 ms [2021-07-12 01:54:46 main:574] : INFO : Epoch 1722 | loss: 0.000488066 | val_loss: 0.000521885 | Time: 3252.89 ms [2021-07-12 01:54:49 main:574] : INFO : Epoch 1723 | loss: 0.000487205 | val_loss: 0.000521584 | Time: 3219.89 ms [2021-07-12 01:54:53 main:574] : INFO : Epoch 1724 | loss: 0.000487413 | val_loss: 0.00052057 | Time: 3216.61 ms [2021-07-12 01:54:56 main:574] : INFO : Epoch 1725 | loss: 0.000486955 | val_loss: 0.000521674 | Time: 3206.8 ms [2021-07-12 01:54:59 main:574] : INFO : Epoch 1726 | loss: 0.000485617 | val_loss: 0.000519425 | Time: 3209.59 ms [2021-07-12 01:55:02 main:574] : INFO : Epoch 1727 | loss: 0.000487971 | val_loss: 0.000532298 | Time: 3224.88 ms [2021-07-12 01:55:05 main:574] : INFO : Epoch 1728 | loss: 0.000487976 | val_loss: 0.000519207 | Time: 3185.03 ms [2021-07-12 01:55:09 main:574] : INFO : Epoch 1729 | loss: 0.00048501 | val_loss: 0.000518553 | Time: 3182.18 ms [2021-07-12 01:55:12 main:574] : INFO : Epoch 1730 | loss: 0.000484182 | val_loss: 0.000518612 | Time: 3204.81 ms [2021-07-12 01:55:15 main:574] : INFO : Epoch 1731 | loss: 0.000486991 | val_loss: 0.000518432 | Time: 3213.59 ms [2021-07-12 01:55:18 main:574] : INFO : Epoch 1732 | loss: 0.000483593 | val_loss: 0.000516807 | Time: 3191.93 ms [2021-07-12 01:55:21 main:574] : INFO : Epoch 1733 | loss: 0.000485472 | val_loss: 0.000517478 | Time: 3216.99 ms [2021-07-12 01:55:25 main:574] : INFO : Epoch 1734 | loss: 0.000483261 | val_loss: 0.000519129 | Time: 3220.54 ms [2021-07-12 01:55:28 main:574] : INFO : Epoch 1735 | loss: 0.000487013 | val_loss: 0.000516061 | Time: 3210.85 ms [2021-07-12 01:55:31 main:574] : INFO : Epoch 1736 | loss: 0.000484779 | val_loss: 0.000515637 | Time: 3211.97 ms [2021-07-12 01:55:34 main:574] : INFO : Epoch 1737 | loss: 0.000482356 | val_loss: 0.000515335 | Time: 3205.91 ms [2021-07-12 01:55:38 main:574] : INFO : Epoch 1738 | loss: 0.000482633 | val_loss: 0.000517404 | Time: 3234.42 ms [2021-07-12 01:55:41 main:574] : INFO : Epoch 1739 | loss: 0.000483735 | val_loss: 0.000522537 | Time: 3205.72 ms [2021-07-12 01:55:44 main:574] : INFO : Epoch 1740 | loss: 0.000482018 | val_loss: 0.000515925 | Time: 3225.85 ms [2021-07-12 01:55:47 main:574] : INFO : Epoch 1741 | loss: 0.000481135 | val_loss: 0.000515502 | Time: 3243 ms [2021-07-12 01:55:50 main:574] : INFO : Epoch 1742 | loss: 0.000479183 | val_loss: 0.000515516 | Time: 3237.67 ms [2021-07-12 01:55:54 main:574] : INFO : Epoch 1743 | loss: 0.000478166 | val_loss: 0.000513642 | Time: 3225.23 ms [2021-07-12 01:55:57 main:574] : INFO : Epoch 1744 | loss: 0.000504726 | val_loss: 0.000552013 | Time: 3262.03 ms [2021-07-12 01:56:00 main:574] : INFO : Epoch 1745 | loss: 0.000487855 | val_loss: 0.000514162 | Time: 3195.77 ms [2021-07-12 01:56:03 main:574] : INFO : Epoch 1746 | loss: 0.000480989 | val_loss: 0.000516275 | Time: 3271.09 ms [2021-07-12 01:56:07 main:574] : INFO : Epoch 1747 | loss: 0.000479198 | val_loss: 0.000512744 | Time: 3222.41 ms [2021-07-12 01:56:10 main:574] : INFO : Epoch 1748 | loss: 0.000477103 | val_loss: 0.000511113 | Time: 3191.52 ms [2021-07-12 01:56:13 main:574] : INFO : Epoch 1749 | loss: 0.000476348 | val_loss: 0.000511075 | Time: 3222.12 ms [2021-07-12 01:56:16 main:574] : INFO : Epoch 1750 | loss: 0.00047749 | val_loss: 0.000514672 | Time: 3247.12 ms [2021-07-12 01:56:20 main:574] : INFO : Epoch 1751 | loss: 0.000475661 | val_loss: 0.000510064 | Time: 3228.17 ms [2021-07-12 01:56:23 main:574] : INFO : Epoch 1752 | loss: 0.000474817 | val_loss: 0.000508804 | Time: 3239.96 ms [2021-07-12 01:56:26 main:574] : INFO : Epoch 1753 | loss: 0.000474184 | val_loss: 0.000509229 | Time: 3196 ms [2021-07-12 01:56:29 main:574] : INFO : Epoch 1754 | loss: 0.000479526 | val_loss: 0.000516099 | Time: 3200.02 ms [2021-07-12 01:56:32 main:574] : INFO : Epoch 1755 | loss: 0.000476312 | val_loss: 0.000514051 | Time: 3205.13 ms [2021-07-12 01:56:36 main:574] : INFO : Epoch 1756 | loss: 0.000474714 | val_loss: 0.000507491 | Time: 3229.88 ms [2021-07-12 01:56:39 main:574] : INFO : Epoch 1757 | loss: 0.000471698 | val_loss: 0.000510048 | Time: 3248.79 ms [2021-07-12 01:56:42 main:574] : INFO : Epoch 1758 | loss: 0.000473525 | val_loss: 0.000505933 | Time: 3246.51 ms [2021-07-12 01:56:45 main:574] : INFO : Epoch 1759 | loss: 0.000473206 | val_loss: 0.000513927 | Time: 3249.25 ms [2021-07-12 01:56:49 main:574] : INFO : Epoch 1760 | loss: 0.000469611 | val_loss: 0.000504126 | Time: 3231.39 ms [2021-07-12 01:56:52 main:574] : INFO : Epoch 1761 | loss: 0.000471621 | val_loss: 0.000524035 | Time: 3234.9 ms [2021-07-12 01:56:55 main:574] : INFO : Epoch 1762 | loss: 0.000471651 | val_loss: 0.000503107 | Time: 3232.44 ms [2021-07-12 01:56:59 main:574] : INFO : Epoch 1763 | loss: 0.000465729 | val_loss: 0.000501468 | Time: 3380.34 ms [2021-07-12 01:57:02 main:574] : INFO : Epoch 1764 | loss: 0.000461022 | val_loss: 0.000494991 | Time: 3272.68 ms [2021-07-12 01:57:05 main:574] : INFO : Epoch 1765 | loss: 0.000458727 | val_loss: 0.000495111 | Time: 3242.91 ms [2021-07-12 01:57:08 main:574] : INFO : Epoch 1766 | loss: 0.00045691 | val_loss: 0.000491744 | Time: 3193.41 ms [2021-07-12 01:57:11 main:574] : INFO : Epoch 1767 | loss: 0.00045946 | val_loss: 0.000494343 | Time: 3225.06 ms [2021-07-12 01:57:15 main:574] : INFO : Epoch 1768 | loss: 0.000454971 | val_loss: 0.000494164 | Time: 3227.11 ms [2021-07-12 01:57:18 main:574] : INFO : Epoch 1769 | loss: 0.000456194 | val_loss: 0.000495282 | Time: 3240.74 ms [2021-07-12 01:57:21 main:574] : INFO : Epoch 1770 | loss: 0.000455594 | val_loss: 0.000495614 | Time: 3191.19 ms [2021-07-12 01:57:24 main:574] : INFO : Epoch 1771 | loss: 0.000453893 | val_loss: 0.000498375 | Time: 3225.06 ms [2021-07-12 01:57:28 main:574] : INFO : Epoch 1772 | loss: 0.000460535 | val_loss: 0.000496936 | Time: 3235.41 ms [2021-07-12 01:57:31 main:574] : INFO : Epoch 1773 | loss: 0.000455656 | val_loss: 0.000492191 | Time: 3212.59 ms [2021-07-12 01:57:34 main:574] : INFO : Epoch 1774 | loss: 0.000455826 | val_loss: 0.000498181 | Time: 3183.35 ms [2021-07-12 01:57:37 main:574] : INFO : Epoch 1775 | loss: 0.000456514 | val_loss: 0.000488271 | Time: 3218.51 ms [2021-07-12 01:57:40 main:574] : INFO : Epoch 1776 | loss: 0.000451859 | val_loss: 0.000493324 | Time: 3200.66 ms [2021-07-12 01:57:44 main:574] : INFO : Epoch 1777 | loss: 0.000450444 | val_loss: 0.000491261 | Time: 3207.6 ms [2021-07-12 01:57:47 main:574] : INFO : Epoch 1778 | loss: 0.000449807 | val_loss: 0.000486064 | Time: 3226.58 ms [2021-07-12 01:57:50 main:574] : INFO : Epoch 1779 | loss: 0.000449043 | val_loss: 0.000488417 | Time: 3237.75 ms [2021-07-12 01:57:53 main:574] : INFO : Epoch 1780 | loss: 0.000453191 | val_loss: 0.000484971 | Time: 3247.31 ms [2021-07-12 01:57:57 main:574] : INFO : Epoch 1781 | loss: 0.000446948 | val_loss: 0.000484617 | Time: 3242.83 ms [2021-07-12 01:58:00 main:574] : INFO : Epoch 1782 | loss: 0.000450955 | val_loss: 0.000493084 | Time: 3244.56 ms [2021-07-12 01:58:03 main:574] : INFO : Epoch 1783 | loss: 0.000449002 | val_loss: 0.00048688 | Time: 3247.46 ms [2021-07-12 01:58:06 main:574] : INFO : Epoch 1784 | loss: 0.000448917 | val_loss: 0.000484125 | Time: 3198.28 ms [2021-07-12 01:58:10 main:574] : INFO : Epoch 1785 | loss: 0.000450907 | val_loss: 0.000483486 | Time: 3179.82 ms [2021-07-12 01:58:13 main:574] : INFO : Epoch 1786 | loss: 0.000448628 | val_loss: 0.000487785 | Time: 3204.9 ms [2021-07-12 01:58:16 main:574] : INFO : Epoch 1787 | loss: 0.000446609 | val_loss: 0.000483708 | Time: 3199.98 ms [2021-07-12 01:58:19 main:574] : INFO : Epoch 1788 | loss: 0.000451012 | val_loss: 0.000482742 | Time: 3220.94 ms [2021-07-12 01:58:22 main:574] : INFO : Epoch 1789 | loss: 0.000449447 | val_loss: 0.000492853 | Time: 3244.15 ms [2021-07-12 01:58:26 main:574] : INFO : Epoch 1790 | loss: 0.000447709 | val_loss: 0.000482635 | Time: 3209.66 ms [2021-07-12 01:58:29 main:574] : INFO : Epoch 1791 | loss: 0.000444129 | val_loss: 0.000480888 | Time: 3204.58 ms [2021-07-12 01:58:32 main:574] : INFO : Epoch 1792 | loss: 0.000444048 | val_loss: 0.000489757 | Time: 3218.97 ms [2021-07-12 01:58:35 main:574] : INFO : Epoch 1793 | loss: 0.000447087 | val_loss: 0.000480182 | Time: 3209.05 ms [2021-07-12 01:58:38 main:574] : INFO : Epoch 1794 | loss: 0.000443529 | val_loss: 0.000479429 | Time: 3227.33 ms [2021-07-12 01:58:42 main:574] : INFO : Epoch 1795 | loss: 0.000446208 | val_loss: 0.000510924 | Time: 3213.61 ms [2021-07-12 01:58:45 main:574] : INFO : Epoch 1796 | loss: 0.000455489 | val_loss: 0.000483569 | Time: 3205.11 ms [2021-07-12 01:58:48 main:574] : INFO : Epoch 1797 | loss: 0.000443089 | val_loss: 0.000479277 | Time: 3203.48 ms [2021-07-12 01:58:51 main:574] : INFO : Epoch 1798 | loss: 0.000442084 | val_loss: 0.000479492 | Time: 3201.9 ms [2021-07-12 01:58:55 main:574] : INFO : Epoch 1799 | loss: 0.000443616 | val_loss: 0.000481543 | Time: 3184.67 ms [2021-07-12 01:58:58 main:574] : INFO : Epoch 1800 | loss: 0.000442192 | val_loss: 0.000480168 | Time: 3197.3 ms [2021-07-12 01:59:01 main:574] : INFO : Epoch 1801 | loss: 0.000441266 | val_loss: 0.000484451 | Time: 3199.45 ms [2021-07-12 01:59:04 main:574] : INFO : Epoch 1802 | loss: 0.000451586 | val_loss: 0.000513629 | Time: 3186.5 ms [2021-07-12 01:59:07 main:574] : INFO : Epoch 1803 | loss: 0.000449617 | val_loss: 0.000487573 | Time: 3172.53 ms [2021-07-12 01:59:10 main:574] : INFO : Epoch 1804 | loss: 0.000443167 | val_loss: 0.000484725 | Time: 3187.99 ms [2021-07-12 01:59:14 main:574] : INFO : Epoch 1805 | loss: 0.000440701 | val_loss: 0.000479584 | Time: 3210.36 ms [2021-07-12 01:59:17 main:574] : INFO : Epoch 1806 | loss: 0.000438977 | val_loss: 0.000477025 | Time: 3238.61 ms [2021-07-12 01:59:20 main:574] : INFO : Epoch 1807 | loss: 0.00043856 | val_loss: 0.000476628 | Time: 3238.8 ms [2021-07-12 01:59:23 main:574] : INFO : Epoch 1808 | loss: 0.000437809 | val_loss: 0.000474532 | Time: 3218.59 ms [2021-07-12 01:59:27 main:574] : INFO : Epoch 1809 | loss: 0.000438749 | val_loss: 0.000474276 | Time: 3220.07 ms [2021-07-12 01:59:30 main:574] : INFO : Epoch 1810 | loss: 0.000442579 | val_loss: 0.000479806 | Time: 3242.71 ms [2021-07-12 01:59:33 main:574] : INFO : Epoch 1811 | loss: 0.000438432 | val_loss: 0.000482403 | Time: 3249.66 ms [2021-07-12 01:59:36 main:574] : INFO : Epoch 1812 | loss: 0.00043938 | val_loss: 0.000472847 | Time: 3236.76 ms [2021-07-12 01:59:40 main:574] : INFO : Epoch 1813 | loss: 0.000436342 | val_loss: 0.000472146 | Time: 3215.2 ms [2021-07-12 01:59:43 main:574] : INFO : Epoch 1814 | loss: 0.000435806 | val_loss: 0.000477508 | Time: 3221.9 ms [2021-07-12 01:59:46 main:574] : INFO : Epoch 1815 | loss: 0.000436539 | val_loss: 0.000476356 | Time: 3187.39 ms [2021-07-12 01:59:49 main:574] : INFO : Epoch 1816 | loss: 0.000439435 | val_loss: 0.000471117 | Time: 3216.44 ms [2021-07-12 01:59:52 main:574] : INFO : Epoch 1817 | loss: 0.000434045 | val_loss: 0.000470369 | Time: 3225.13 ms [2021-07-12 01:59:56 main:574] : INFO : Epoch 1818 | loss: 0.0004335 | val_loss: 0.000470154 | Time: 3210.7 ms [2021-07-12 01:59:59 main:574] : INFO : Epoch 1819 | loss: 0.000433334 | val_loss: 0.000468158 | Time: 3230.03 ms [2021-07-12 02:00:02 main:574] : INFO : Epoch 1820 | loss: 0.000462326 | val_loss: 0.000525517 | Time: 3194.9 ms [2021-07-12 02:00:05 main:574] : INFO : Epoch 1821 | loss: 0.000455461 | val_loss: 0.0004843 | Time: 3204.59 ms [2021-07-12 02:00:09 main:574] : INFO : Epoch 1822 | loss: 0.000437817 | val_loss: 0.000470272 | Time: 3193.04 ms [2021-07-12 02:00:12 main:574] : INFO : Epoch 1823 | loss: 0.000434026 | val_loss: 0.000469907 | Time: 3205.55 ms [2021-07-12 02:00:15 main:574] : INFO : Epoch 1824 | loss: 0.000432951 | val_loss: 0.000466865 | Time: 3240.41 ms [2021-07-12 02:00:18 main:574] : INFO : Epoch 1825 | loss: 0.000430866 | val_loss: 0.00046545 | Time: 3267.81 ms [2021-07-12 02:00:22 main:574] : INFO : Epoch 1826 | loss: 0.000428368 | val_loss: 0.000464352 | Time: 3246.53 ms [2021-07-12 02:00:25 main:574] : INFO : Epoch 1827 | loss: 0.000431635 | val_loss: 0.000473099 | Time: 3211.69 ms [2021-07-12 02:00:28 main:574] : INFO : Epoch 1828 | loss: 0.000429461 | val_loss: 0.000461962 | Time: 3220.56 ms [2021-07-12 02:00:31 main:574] : INFO : Epoch 1829 | loss: 0.000426573 | val_loss: 0.000462324 | Time: 3221.69 ms [2021-07-12 02:00:34 main:574] : INFO : Epoch 1830 | loss: 0.000432208 | val_loss: 0.000469513 | Time: 3225.67 ms [2021-07-12 02:00:38 main:574] : INFO : Epoch 1831 | loss: 0.000431724 | val_loss: 0.00046296 | Time: 3233.12 ms [2021-07-12 02:00:41 main:574] : INFO : Epoch 1832 | loss: 0.000426048 | val_loss: 0.000459759 | Time: 3214.78 ms [2021-07-12 02:00:44 main:574] : INFO : Epoch 1833 | loss: 0.000423757 | val_loss: 0.000461221 | Time: 3196.86 ms [2021-07-12 02:00:47 main:574] : INFO : Epoch 1834 | loss: 0.000427124 | val_loss: 0.000465825 | Time: 3221.32 ms [2021-07-12 02:00:51 main:574] : INFO : Epoch 1835 | loss: 0.000425552 | val_loss: 0.00045551 | Time: 3262.71 ms [2021-07-12 02:00:54 main:574] : INFO : Epoch 1836 | loss: 0.000428277 | val_loss: 0.000458161 | Time: 3226.27 ms [2021-07-12 02:00:57 main:574] : INFO : Epoch 1837 | loss: 0.000421371 | val_loss: 0.000453556 | Time: 3217.03 ms [2021-07-12 02:01:00 main:574] : INFO : Epoch 1838 | loss: 0.000418603 | val_loss: 0.000452538 | Time: 3202.8 ms [2021-07-12 02:01:03 main:574] : INFO : Epoch 1839 | loss: 0.000418378 | val_loss: 0.000452442 | Time: 3220.09 ms [2021-07-12 02:01:07 main:574] : INFO : Epoch 1840 | loss: 0.000444456 | val_loss: 0.00047116 | Time: 3252.11 ms [2021-07-12 02:01:10 main:574] : INFO : Epoch 1841 | loss: 0.000434706 | val_loss: 0.000464296 | Time: 3278.17 ms [2021-07-12 02:01:13 main:574] : INFO : Epoch 1842 | loss: 0.000421817 | val_loss: 0.000454268 | Time: 3237.84 ms [2021-07-12 02:01:16 main:574] : INFO : Epoch 1843 | loss: 0.000416868 | val_loss: 0.000448623 | Time: 3255.74 ms [2021-07-12 02:01:20 main:574] : INFO : Epoch 1844 | loss: 0.000414282 | val_loss: 0.000447365 | Time: 3241.78 ms [2021-07-12 02:01:23 main:574] : INFO : Epoch 1845 | loss: 0.000412604 | val_loss: 0.000445195 | Time: 3250.23 ms [2021-07-12 02:01:26 main:574] : INFO : Epoch 1846 | loss: 0.000415144 | val_loss: 0.000443817 | Time: 3259.57 ms [2021-07-12 02:01:29 main:574] : INFO : Epoch 1847 | loss: 0.000415697 | val_loss: 0.000449867 | Time: 3203.81 ms [2021-07-12 02:01:33 main:574] : INFO : Epoch 1848 | loss: 0.000418434 | val_loss: 0.000524763 | Time: 3221.46 ms [2021-07-12 02:01:36 main:574] : INFO : Epoch 1849 | loss: 0.0177127 | val_loss: 0.0228357 | Time: 3216.22 ms [2021-07-12 02:01:39 main:574] : INFO : Epoch 1850 | loss: 0.00983511 | val_loss: 0.00329409 | Time: 3209.16 ms [2021-07-12 02:01:42 main:574] : INFO : Epoch 1851 | loss: 0.00226941 | val_loss: 0.00150627 | Time: 3192.61 ms [2021-07-12 02:01:45 main:574] : INFO : Epoch 1852 | loss: 0.0011797 | val_loss: 0.000986326 | Time: 3218.6 ms [2021-07-12 02:01:49 main:574] : INFO : Epoch 1853 | loss: 0.000887794 | val_loss: 0.000847833 | Time: 3209.52 ms [2021-07-12 02:01:52 main:574] : INFO : Epoch 1854 | loss: 0.000792504 | val_loss: 0.000793144 | Time: 3222.88 ms [2021-07-12 02:01:55 main:574] : INFO : Epoch 1855 | loss: 0.00074954 | val_loss: 0.000759358 | Time: 3208.96 ms [2021-07-12 02:01:58 main:574] : INFO : Epoch 1856 | loss: 0.00071993 | val_loss: 0.000732649 | Time: 3211.85 ms [2021-07-12 02:02:02 main:574] : INFO : Epoch 1857 | loss: 0.000695177 | val_loss: 0.000711117 | Time: 3212.92 ms [2021-07-12 02:02:05 main:574] : INFO : Epoch 1858 | loss: 0.000676291 | val_loss: 0.000694592 | Time: 3216.77 ms [2021-07-12 02:02:08 main:574] : INFO : Epoch 1859 | loss: 0.000661749 | val_loss: 0.000683134 | Time: 3223.22 ms [2021-07-12 02:02:11 main:574] : INFO : Epoch 1860 | loss: 0.000650297 | val_loss: 0.000673984 | Time: 3248.04 ms [2021-07-12 02:02:15 main:574] : INFO : Epoch 1861 | loss: 0.000639892 | val_loss: 0.000663893 | Time: 3253.57 ms [2021-07-12 02:02:18 main:574] : INFO : Epoch 1862 | loss: 0.000630093 | val_loss: 0.000655603 | Time: 3224.87 ms [2021-07-12 02:02:21 main:574] : INFO : Epoch 1863 | loss: 0.000622478 | val_loss: 0.000648692 | Time: 3248.53 ms [2021-07-12 02:02:24 main:574] : INFO : Epoch 1864 | loss: 0.00061506 | val_loss: 0.000642623 | Time: 3257.08 ms [2021-07-12 02:02:28 main:574] : INFO : Epoch 1865 | loss: 0.000609229 | val_loss: 0.000637792 | Time: 3266.71 ms [2021-07-12 02:02:31 main:574] : INFO : Epoch 1866 | loss: 0.000603542 | val_loss: 0.000631629 | Time: 3253.47 ms [2021-07-12 02:02:34 main:574] : INFO : Epoch 1867 | loss: 0.000598345 | val_loss: 0.000626674 | Time: 3209.92 ms [2021-07-12 02:02:37 main:574] : INFO : Epoch 1868 | loss: 0.000593247 | val_loss: 0.000621771 | Time: 3232.98 ms [2021-07-12 02:02:40 main:574] : INFO : Epoch 1869 | loss: 0.000588312 | val_loss: 0.000616904 | Time: 3243 ms [2021-07-12 02:02:44 main:574] : INFO : Epoch 1870 | loss: 0.000584131 | val_loss: 0.00061232 | Time: 3230.78 ms [2021-07-12 02:02:47 main:574] : INFO : Epoch 1871 | loss: 0.000579281 | val_loss: 0.000607826 | Time: 3261.49 ms [2021-07-12 02:02:50 main:574] : INFO : Epoch 1872 | loss: 0.000575442 | val_loss: 0.000604214 | Time: 3258.99 ms [2021-07-12 02:02:53 main:574] : INFO : Epoch 1873 | loss: 0.000571771 | val_loss: 0.000600973 | Time: 3257.06 ms [2021-07-12 02:02:57 main:574] : INFO : Epoch 1874 | loss: 0.000568493 | val_loss: 0.000597476 | Time: 3259.89 ms [2021-07-12 02:03:00 main:574] : INFO : Epoch 1875 | loss: 0.000565907 | val_loss: 0.000595724 | Time: 3256.6 ms [2021-07-12 02:03:03 main:574] : INFO : Epoch 1876 | loss: 0.000563818 | val_loss: 0.000593939 | Time: 3268.47 ms [2021-07-12 02:03:07 main:574] : INFO : Epoch 1877 | loss: 0.000562092 | val_loss: 0.000591707 | Time: 3274.05 ms [2021-07-12 02:03:10 main:574] : INFO : Epoch 1878 | loss: 0.000560551 | val_loss: 0.000590319 | Time: 3235.77 ms [2021-07-12 02:03:13 main:574] : INFO : Epoch 1879 | loss: 0.000558755 | val_loss: 0.000588482 | Time: 3250.09 ms [2021-07-12 02:03:16 main:574] : INFO : Epoch 1880 | loss: 0.000557031 | val_loss: 0.000586911 | Time: 3243.04 ms [2021-07-12 02:03:20 main:574] : INFO : Epoch 1881 | loss: 0.000555787 | val_loss: 0.000585491 | Time: 3256.67 ms [2021-07-12 02:03:23 main:574] : INFO : Epoch 1882 | loss: 0.000554698 | val_loss: 0.000584629 | Time: 3272.41 ms [2021-07-12 02:03:26 main:574] : INFO : Epoch 1883 | loss: 0.000553505 | val_loss: 0.000583459 | Time: 3251.52 ms [2021-07-12 02:03:29 main:574] : INFO : Epoch 1884 | loss: 0.000552499 | val_loss: 0.000582254 | Time: 3210.91 ms [2021-07-12 02:03:32 main:574] : INFO : Epoch 1885 | loss: 0.000551147 | val_loss: 0.000581123 | Time: 3187.55 ms [2021-07-12 02:03:36 main:574] : INFO : Epoch 1886 | loss: 0.0005503 | val_loss: 0.000580489 | Time: 3230.29 ms [2021-07-12 02:03:39 main:574] : INFO : Epoch 1887 | loss: 0.000549204 | val_loss: 0.000578917 | Time: 3235.44 ms [2021-07-12 02:03:42 main:574] : INFO : Epoch 1888 | loss: 0.000548133 | val_loss: 0.000578831 | Time: 3214.92 ms [2021-07-12 02:03:45 main:574] : INFO : Epoch 1889 | loss: 0.000547406 | val_loss: 0.000577671 | Time: 3233.62 ms [2021-07-12 02:03:49 main:574] : INFO : Epoch 1890 | loss: 0.000548205 | val_loss: 0.000575699 | Time: 3228.46 ms [2021-07-12 02:03:52 main:574] : INFO : Epoch 1891 | loss: 0.00054592 | val_loss: 0.000576178 | Time: 3195.78 ms [2021-07-12 02:03:55 main:574] : INFO : Epoch 1892 | loss: 0.000544545 | val_loss: 0.00057465 | Time: 3223.88 ms [2021-07-12 02:03:58 main:574] : INFO : Epoch 1893 | loss: 0.000544341 | val_loss: 0.000574248 | Time: 3221.55 ms [2021-07-12 02:04:02 main:574] : INFO : Epoch 1894 | loss: 0.00054322 | val_loss: 0.000573537 | Time: 3215.05 ms [2021-07-12 02:04:05 main:574] : INFO : Epoch 1895 | loss: 0.000542364 | val_loss: 0.000572896 | Time: 3200.95 ms [2021-07-12 02:04:08 main:574] : INFO : Epoch 1896 | loss: 0.000542067 | val_loss: 0.00057258 | Time: 3210.63 ms [2021-07-12 02:04:11 main:574] : INFO : Epoch 1897 | loss: 0.00053979 | val_loss: 0.000569466 | Time: 3209.3 ms [2021-07-12 02:04:14 main:574] : INFO : Epoch 1898 | loss: 0.0005415 | val_loss: 0.000580118 | Time: 3224.37 ms [2021-07-12 02:04:18 main:574] : INFO : Epoch 1899 | loss: 0.00055512 | val_loss: 0.000569199 | Time: 3211.8 ms [2021-07-12 02:04:21 main:574] : INFO : Epoch 1900 | loss: 0.000543151 | val_loss: 0.000567863 | Time: 3220.09 ms [2021-07-12 02:04:24 main:574] : INFO : Epoch 1901 | loss: 0.000537858 | val_loss: 0.00056635 | Time: 3211.55 ms [2021-07-12 02:04:27 main:574] : INFO : Epoch 1902 | loss: 0.000536817 | val_loss: 0.000578558 | Time: 3204.83 ms [2021-07-12 02:04:30 main:574] : INFO : Epoch 1903 | loss: 0.000543156 | val_loss: 0.000565306 | Time: 3204.9 ms [2021-07-12 02:04:34 main:574] : INFO : Epoch 1904 | loss: 0.000534325 | val_loss: 0.000566313 | Time: 3207.38 ms [2021-07-12 02:04:37 main:574] : INFO : Epoch 1905 | loss: 0.000537676 | val_loss: 0.00056973 | Time: 3193.31 ms [2021-07-12 02:04:40 main:574] : INFO : Epoch 1906 | loss: 0.000543868 | val_loss: 0.000570811 | Time: 3203.21 ms [2021-07-12 02:04:43 main:574] : INFO : Epoch 1907 | loss: 0.000537039 | val_loss: 0.000565449 | Time: 3197.75 ms [2021-07-12 02:04:46 main:574] : INFO : Epoch 1908 | loss: 0.000533938 | val_loss: 0.000567256 | Time: 3246.32 ms [2021-07-12 02:04:50 main:574] : INFO : Epoch 1909 | loss: 0.000533343 | val_loss: 0.000571317 | Time: 3275.26 ms [2021-07-12 02:04:53 main:574] : INFO : Epoch 1910 | loss: 0.000537969 | val_loss: 0.000576547 | Time: 3275.64 ms [2021-07-12 02:04:56 main:574] : INFO : Epoch 1911 | loss: 0.000535499 | val_loss: 0.000566542 | Time: 3268.05 ms [2021-07-12 02:05:00 main:574] : INFO : Epoch 1912 | loss: 0.000530916 | val_loss: 0.000555924 | Time: 3239.14 ms [2021-07-12 02:05:03 main:574] : INFO : Epoch 1913 | loss: 0.000526989 | val_loss: 0.000561365 | Time: 3204.44 ms [2021-07-12 02:05:06 main:574] : INFO : Epoch 1914 | loss: 0.000538043 | val_loss: 0.000560595 | Time: 3179.67 ms [2021-07-12 02:05:09 main:574] : INFO : Epoch 1915 | loss: 0.00053235 | val_loss: 0.000565167 | Time: 3249.71 ms [2021-07-12 02:05:12 main:574] : INFO : Epoch 1916 | loss: 0.000526383 | val_loss: 0.000552712 | Time: 3241.72 ms [2021-07-12 02:05:16 main:574] : INFO : Epoch 1917 | loss: 0.000523889 | val_loss: 0.000553502 | Time: 3252.68 ms [2021-07-12 02:05:19 main:574] : INFO : Epoch 1918 | loss: 0.000534646 | val_loss: 0.000555218 | Time: 3273.05 ms [2021-07-12 02:05:22 main:574] : INFO : Epoch 1919 | loss: 0.000541114 | val_loss: 0.000557704 | Time: 3244.58 ms [2021-07-12 02:05:25 main:574] : INFO : Epoch 1920 | loss: 0.000522713 | val_loss: 0.000550018 | Time: 3243.55 ms [2021-07-12 02:05:29 main:574] : INFO : Epoch 1921 | loss: 0.000519932 | val_loss: 0.000548123 | Time: 3208.57 ms [2021-07-12 02:05:32 main:574] : INFO : Epoch 1922 | loss: 0.000533856 | val_loss: 0.000596851 | Time: 3201.24 ms [2021-07-12 02:05:35 main:574] : INFO : Epoch 1923 | loss: 0.000536845 | val_loss: 0.00054785 | Time: 3196.32 ms [2021-07-12 02:05:38 main:574] : INFO : Epoch 1924 | loss: 0.000521124 | val_loss: 0.000548525 | Time: 3199.88 ms [2021-07-12 02:05:41 main:574] : INFO : Epoch 1925 | loss: 0.000519594 | val_loss: 0.000545149 | Time: 3204.25 ms [2021-07-12 02:05:45 main:574] : INFO : Epoch 1926 | loss: 0.000516877 | val_loss: 0.000546008 | Time: 3203.47 ms [2021-07-12 02:05:48 main:574] : INFO : Epoch 1927 | loss: 0.000519292 | val_loss: 0.000544173 | Time: 3280.8 ms [2021-07-12 02:05:51 main:574] : INFO : Epoch 1928 | loss: 0.0005142 | val_loss: 0.000544392 | Time: 3209.1 ms [2021-07-12 02:05:54 main:574] : INFO : Epoch 1929 | loss: 0.000544798 | val_loss: 0.000572342 | Time: 3215.07 ms [2021-07-12 02:05:58 main:574] : INFO : Epoch 1930 | loss: 0.00052925 | val_loss: 0.000550994 | Time: 3240.77 ms [2021-07-12 02:06:01 main:574] : INFO : Epoch 1931 | loss: 0.000519669 | val_loss: 0.000550488 | Time: 3253.87 ms [2021-07-12 02:06:04 main:574] : INFO : Epoch 1932 | loss: 0.00051383 | val_loss: 0.00054023 | Time: 3240.16 ms [2021-07-12 02:06:07 main:574] : INFO : Epoch 1933 | loss: 0.000510814 | val_loss: 0.000539658 | Time: 3261.82 ms [2021-07-12 02:06:11 main:574] : INFO : Epoch 1934 | loss: 0.000509862 | val_loss: 0.000539487 | Time: 3279.33 ms [2021-07-12 02:06:14 main:574] : INFO : Epoch 1935 | loss: 0.000510116 | val_loss: 0.000544298 | Time: 3230.52 ms [2021-07-12 02:06:17 main:574] : INFO : Epoch 1936 | loss: 0.000560233 | val_loss: 0.000544166 | Time: 3263.55 ms [2021-07-12 02:06:20 main:574] : INFO : Epoch 1937 | loss: 0.000514978 | val_loss: 0.000540137 | Time: 3238.94 ms [2021-07-12 02:06:24 main:574] : INFO : Epoch 1938 | loss: 0.000508125 | val_loss: 0.000536286 | Time: 3191.97 ms [2021-07-12 02:06:27 main:574] : INFO : Epoch 1939 | loss: 0.000506652 | val_loss: 0.000535906 | Time: 3207.49 ms [2021-07-12 02:06:30 main:574] : INFO : Epoch 1940 | loss: 0.000505406 | val_loss: 0.000536182 | Time: 3202.75 ms [2021-07-12 02:06:33 main:574] : INFO : Epoch 1941 | loss: 0.00050911 | val_loss: 0.000542855 | Time: 3240.45 ms [2021-07-12 02:06:37 main:574] : INFO : Epoch 1942 | loss: 0.000506831 | val_loss: 0.000549489 | Time: 3246.65 ms [2021-07-12 02:06:40 main:574] : INFO : Epoch 1943 | loss: 0.000516902 | val_loss: 0.000563014 | Time: 3261.85 ms [2021-07-12 02:06:43 main:574] : INFO : Epoch 1944 | loss: 0.000515735 | val_loss: 0.000554255 | Time: 3250.03 ms [2021-07-12 02:06:46 main:574] : INFO : Epoch 1945 | loss: 0.000512825 | val_loss: 0.000533413 | Time: 3244.96 ms [2021-07-12 02:06:50 main:574] : INFO : Epoch 1946 | loss: 0.000507228 | val_loss: 0.000530451 | Time: 3202.29 ms [2021-07-12 02:06:53 main:574] : INFO : Epoch 1947 | loss: 0.000502659 | val_loss: 0.00052937 | Time: 3269.35 ms [2021-07-12 02:06:56 main:574] : INFO : Epoch 1948 | loss: 0.000505551 | val_loss: 0.000552325 | Time: 3207.41 ms [2021-07-12 02:06:59 main:574] : INFO : Epoch 1949 | loss: 0.000507937 | val_loss: 0.00053245 | Time: 3203.36 ms [2021-07-12 02:07:02 main:574] : INFO : Epoch 1950 | loss: 0.000508375 | val_loss: 0.000533113 | Time: 3217.3 ms [2021-07-12 02:07:06 main:574] : INFO : Epoch 1951 | loss: 0.000507525 | val_loss: 0.000537244 | Time: 3195.52 ms [2021-07-12 02:07:09 main:574] : INFO : Epoch 1952 | loss: 0.000504379 | val_loss: 0.000526385 | Time: 3193.55 ms [2021-07-12 02:07:12 main:574] : INFO : Epoch 1953 | loss: 0.000500315 | val_loss: 0.000524858 | Time: 3234.3 ms [2021-07-12 02:07:15 main:574] : INFO : Epoch 1954 | loss: 0.00049535 | val_loss: 0.000524098 | Time: 3195.07 ms [2021-07-12 02:07:18 main:574] : INFO : Epoch 1955 | loss: 0.000547785 | val_loss: 0.000612056 | Time: 3195.21 ms [2021-07-12 02:07:22 main:574] : INFO : Epoch 1956 | loss: 0.000579685 | val_loss: 0.000540717 | Time: 3173.09 ms [2021-07-12 02:07:25 main:574] : INFO : Epoch 1957 | loss: 0.000515391 | val_loss: 0.000531615 | Time: 3196.78 ms [2021-07-12 02:07:28 main:574] : INFO : Epoch 1958 | loss: 0.000500062 | val_loss: 0.000529174 | Time: 3230.18 ms [2021-07-12 02:07:31 main:574] : INFO : Epoch 1959 | loss: 0.000496683 | val_loss: 0.000529742 | Time: 3252.87 ms [2021-07-12 02:07:35 main:574] : INFO : Epoch 1960 | loss: 0.000496412 | val_loss: 0.000524764 | Time: 3228.84 ms [2021-07-12 02:07:38 main:574] : INFO : Epoch 1961 | loss: 0.000494202 | val_loss: 0.000521897 | Time: 3238.97 ms [2021-07-12 02:07:41 main:574] : INFO : Epoch 1962 | loss: 0.000507619 | val_loss: 0.000525449 | Time: 3210.79 ms [2021-07-12 02:07:44 main:574] : INFO : Epoch 1963 | loss: 0.000521055 | val_loss: 0.000555383 | Time: 3223.96 ms [2021-07-12 02:07:47 main:574] : INFO : Epoch 1964 | loss: 0.000505293 | val_loss: 0.000529758 | Time: 3231.81 ms [2021-07-12 02:07:51 main:574] : INFO : Epoch 1965 | loss: 0.000494312 | val_loss: 0.000518478 | Time: 3220.43 ms [2021-07-12 02:07:54 main:574] : INFO : Epoch 1966 | loss: 0.000489675 | val_loss: 0.000515193 | Time: 3206.46 ms [2021-07-12 02:07:57 main:574] : INFO : Epoch 1967 | loss: 0.000487573 | val_loss: 0.000524574 | Time: 3200.87 ms [2021-07-12 02:08:00 main:574] : INFO : Epoch 1968 | loss: 0.000499455 | val_loss: 0.000527217 | Time: 3211.03 ms [2021-07-12 02:08:04 main:574] : INFO : Epoch 1969 | loss: 0.00049025 | val_loss: 0.000515618 | Time: 3193.08 ms [2021-07-12 02:08:07 main:574] : INFO : Epoch 1970 | loss: 0.000486698 | val_loss: 0.000525474 | Time: 3181.27 ms [2021-07-12 02:08:10 main:574] : INFO : Epoch 1971 | loss: 0.00049619 | val_loss: 0.000520393 | Time: 3191.71 ms [2021-07-12 02:08:13 main:574] : INFO : Epoch 1972 | loss: 0.00049263 | val_loss: 0.000510153 | Time: 3254.29 ms [2021-07-12 02:08:16 main:574] : INFO : Epoch 1973 | loss: 0.000489703 | val_loss: 0.000502942 | Time: 3240 ms [2021-07-12 02:08:20 main:574] : INFO : Epoch 1974 | loss: 0.000475725 | val_loss: 0.00050042 | Time: 3264.86 ms [2021-07-12 02:08:23 main:574] : INFO : Epoch 1975 | loss: 0.000473126 | val_loss: 0.000498024 | Time: 3229.8 ms [2021-07-12 02:08:26 main:574] : INFO : Epoch 1976 | loss: 0.000487302 | val_loss: 0.000553468 | Time: 3252.85 ms [2021-07-12 02:08:29 main:574] : INFO : Epoch 1977 | loss: 0.000490433 | val_loss: 0.000502107 | Time: 3230.13 ms [2021-07-12 02:08:33 main:574] : INFO : Epoch 1978 | loss: 0.000468565 | val_loss: 0.00049141 | Time: 3227.1 ms [2021-07-12 02:08:36 main:574] : INFO : Epoch 1979 | loss: 0.000465219 | val_loss: 0.000512152 | Time: 3245.87 ms [2021-07-12 02:08:39 main:574] : INFO : Epoch 1980 | loss: 0.000516302 | val_loss: 0.000501504 | Time: 3210.96 ms [2021-07-12 02:08:42 main:574] : INFO : Epoch 1981 | loss: 0.000467947 | val_loss: 0.000482919 | Time: 3244.4 ms [2021-07-12 02:08:46 main:574] : INFO : Epoch 1982 | loss: 0.000456375 | val_loss: 0.000475784 | Time: 3254.07 ms [2021-07-12 02:08:49 main:574] : INFO : Epoch 1983 | loss: 0.000453796 | val_loss: 0.000497057 | Time: 3213.64 ms [2021-07-12 02:08:52 main:574] : INFO : Epoch 1984 | loss: 0.000570641 | val_loss: 0.000712995 | Time: 3228.07 ms [2021-07-12 02:08:55 main:574] : INFO : Epoch 1985 | loss: 0.000634554 | val_loss: 0.000578741 | Time: 3200.69 ms [2021-07-12 02:08:58 main:574] : INFO : Epoch 1986 | loss: 0.000499362 | val_loss: 0.000500448 | Time: 3215.49 ms [2021-07-12 02:09:02 main:574] : INFO : Epoch 1987 | loss: 0.000463055 | val_loss: 0.000476072 | Time: 3232.67 ms [2021-07-12 02:09:05 main:574] : INFO : Epoch 1988 | loss: 0.000448912 | val_loss: 0.000466024 | Time: 3243.41 ms [2021-07-12 02:09:08 main:574] : INFO : Epoch 1989 | loss: 0.000440077 | val_loss: 0.000458144 | Time: 3211.3 ms [2021-07-12 02:09:11 main:574] : INFO : Epoch 1990 | loss: 0.000433552 | val_loss: 0.000450248 | Time: 3240.81 ms [2021-07-12 02:09:15 main:574] : INFO : Epoch 1991 | loss: 0.000426609 | val_loss: 0.000443314 | Time: 3224.24 ms [2021-07-12 02:09:18 main:574] : INFO : Epoch 1992 | loss: 0.000420749 | val_loss: 0.000436672 | Time: 3244.58 ms [2021-07-12 02:09:21 main:574] : INFO : Epoch 1993 | loss: 0.00137196 | val_loss: 0.00483428 | Time: 3244.21 ms [2021-07-12 02:09:24 main:574] : INFO : Epoch 1994 | loss: 0.00296156 | val_loss: 0.00155958 | Time: 3204.86 ms [2021-07-12 02:09:28 main:574] : INFO : Epoch 1995 | loss: 0.00110113 | val_loss: 0.000844915 | Time: 3211.62 ms [2021-07-12 02:09:31 main:574] : INFO : Epoch 1996 | loss: 0.000730729 | val_loss: 0.000683808 | Time: 3238.35 ms [2021-07-12 02:09:34 main:574] : INFO : Epoch 1997 | loss: 0.000619478 | val_loss: 0.000625136 | Time: 3236.33 ms [2021-07-12 02:09:37 main:574] : INFO : Epoch 1998 | loss: 0.000581575 | val_loss: 0.00060415 | Time: 3275.76 ms [2021-07-12 02:09:40 main:574] : INFO : Epoch 1999 | loss: 0.000565593 | val_loss: 0.000589939 | Time: 3184.24 ms [2021-07-12 02:09:44 main:574] : INFO : Epoch 2000 | loss: 0.000552286 | val_loss: 0.000575756 | Time: 3192.11 ms [2021-07-12 02:09:47 main:574] : INFO : Epoch 2001 | loss: 0.000538905 | val_loss: 0.000562651 | Time: 3193.19 ms [2021-07-12 02:09:50 main:574] : INFO : Epoch 2002 | loss: 0.00052758 | val_loss: 0.000551586 | Time: 3219.14 ms [2021-07-12 02:09:53 main:574] : INFO : Epoch 2003 | loss: 0.000517073 | val_loss: 0.000540907 | Time: 3254.7 ms [2021-07-12 02:09:57 main:574] : INFO : Epoch 2004 | loss: 0.000506954 | val_loss: 0.000529882 | Time: 3242.28 ms [2021-07-12 02:10:00 main:574] : INFO : Epoch 2005 | loss: 0.00049702 | val_loss: 0.00052116 | Time: 3238.74 ms [2021-07-12 02:10:03 main:574] : INFO : Epoch 2006 | loss: 0.000490175 | val_loss: 0.000515577 | Time: 3207.07 ms [2021-07-12 02:10:06 main:574] : INFO : Epoch 2007 | loss: 0.00048488 | val_loss: 0.000510355 | Time: 3212.92 ms [2021-07-12 02:10:09 main:574] : INFO : Epoch 2008 | loss: 0.000479744 | val_loss: 0.000505054 | Time: 3238.57 ms [2021-07-12 02:10:13 main:574] : INFO : Epoch 2009 | loss: 0.000474651 | val_loss: 0.000500282 | Time: 3215.89 ms [2021-07-12 02:10:16 main:574] : INFO : Epoch 2010 | loss: 0.00046998 | val_loss: 0.000495896 | Time: 3228.91 ms [2021-07-12 02:10:19 main:574] : INFO : Epoch 2011 | loss: 0.000465306 | val_loss: 0.000490891 | Time: 3200.1 ms [2021-07-12 02:10:22 main:574] : INFO : Epoch 2012 | loss: 0.000460456 | val_loss: 0.000485741 | Time: 3233.39 ms [2021-07-12 02:10:26 main:574] : INFO : Epoch 2013 | loss: 0.000454265 | val_loss: 0.000476259 | Time: 3230.41 ms [2021-07-12 02:10:29 main:574] : INFO : Epoch 2014 | loss: 0.000432218 | val_loss: 0.000448309 | Time: 3237.64 ms [2021-07-12 02:10:32 main:574] : INFO : Epoch 2015 | loss: 0.000413394 | val_loss: 0.000437013 | Time: 3229.4 ms [2021-07-12 02:10:35 main:574] : INFO : Epoch 2016 | loss: 0.000406878 | val_loss: 0.000432537 | Time: 3234.31 ms [2021-07-12 02:10:39 main:574] : INFO : Epoch 2017 | loss: 0.000402832 | val_loss: 0.000428798 | Time: 3235.69 ms [2021-07-12 02:10:42 main:574] : INFO : Epoch 2018 | loss: 0.000399758 | val_loss: 0.000426294 | Time: 3251.57 ms [2021-07-12 02:10:45 main:574] : INFO : Epoch 2019 | loss: 0.000397407 | val_loss: 0.000423411 | Time: 3238.73 ms [2021-07-12 02:10:48 main:574] : INFO : Epoch 2020 | loss: 0.000395026 | val_loss: 0.000421366 | Time: 3296.39 ms [2021-07-12 02:10:52 main:574] : INFO : Epoch 2021 | loss: 0.000393123 | val_loss: 0.000419788 | Time: 3246.67 ms [2021-07-12 02:10:55 main:574] : INFO : Epoch 2022 | loss: 0.000391472 | val_loss: 0.000418185 | Time: 3222.01 ms [2021-07-12 02:10:58 main:574] : INFO : Epoch 2023 | loss: 0.000390249 | val_loss: 0.00041739 | Time: 3251.56 ms [2021-07-12 02:11:01 main:574] : INFO : Epoch 2024 | loss: 0.000388936 | val_loss: 0.000415629 | Time: 3203.98 ms [2021-07-12 02:11:05 main:574] : INFO : Epoch 2025 | loss: 0.000387447 | val_loss: 0.00041437 | Time: 3233.8 ms [2021-07-12 02:11:08 main:574] : INFO : Epoch 2026 | loss: 0.000386343 | val_loss: 0.000413243 | Time: 3226.03 ms [2021-07-12 02:11:11 main:574] : INFO : Epoch 2027 | loss: 0.00038524 | val_loss: 0.000412059 | Time: 3211.94 ms [2021-07-12 02:11:14 main:574] : INFO : Epoch 2028 | loss: 0.000384164 | val_loss: 0.00041129 | Time: 3181.16 ms [2021-07-12 02:11:17 main:574] : INFO : Epoch 2029 | loss: 0.000383391 | val_loss: 0.000410476 | Time: 3223.04 ms [2021-07-12 02:11:21 main:574] : INFO : Epoch 2030 | loss: 0.000382342 | val_loss: 0.000409125 | Time: 3193.71 ms [2021-07-12 02:11:24 main:574] : INFO : Epoch 2031 | loss: 0.000381208 | val_loss: 0.00040798 | Time: 3215.5 ms [2021-07-12 02:11:27 main:574] : INFO : Epoch 2032 | loss: 0.000380368 | val_loss: 0.000407389 | Time: 3221.83 ms [2021-07-12 02:11:30 main:574] : INFO : Epoch 2033 | loss: 0.000379512 | val_loss: 0.000406267 | Time: 3178.69 ms [2021-07-12 02:11:34 main:574] : INFO : Epoch 2034 | loss: 0.000378383 | val_loss: 0.000405159 | Time: 3260.46 ms [2021-07-12 02:11:37 main:574] : INFO : Epoch 2035 | loss: 0.000377488 | val_loss: 0.000404155 | Time: 3213.3 ms [2021-07-12 02:11:40 main:574] : INFO : Epoch 2036 | loss: 0.000376785 | val_loss: 0.000403756 | Time: 3197.19 ms [2021-07-12 02:11:43 main:574] : INFO : Epoch 2037 | loss: 0.000375955 | val_loss: 0.000402517 | Time: 3214.97 ms [2021-07-12 02:11:46 main:574] : INFO : Epoch 2038 | loss: 0.000375391 | val_loss: 0.000401808 | Time: 3229.32 ms [2021-07-12 02:11:50 main:574] : INFO : Epoch 2039 | loss: 0.000374256 | val_loss: 0.000400714 | Time: 3269.9 ms [2021-07-12 02:11:53 main:574] : INFO : Epoch 2040 | loss: 0.000373384 | val_loss: 0.000400411 | Time: 3215.39 ms [2021-07-12 02:11:56 main:574] : INFO : Epoch 2041 | loss: 0.000372678 | val_loss: 0.000399531 | Time: 3221.68 ms [2021-07-12 02:11:59 main:574] : INFO : Epoch 2042 | loss: 0.000371944 | val_loss: 0.00039842 | Time: 3235.91 ms [2021-07-12 02:12:03 main:574] : INFO : Epoch 2043 | loss: 0.000371288 | val_loss: 0.000397747 | Time: 3209.65 ms [2021-07-12 02:12:06 main:574] : INFO : Epoch 2044 | loss: 0.000370545 | val_loss: 0.000397102 | Time: 3249.9 ms [2021-07-12 02:12:09 main:574] : INFO : Epoch 2045 | loss: 0.000369933 | val_loss: 0.000396503 | Time: 3239.35 ms [2021-07-12 02:12:12 main:574] : INFO : Epoch 2046 | loss: 0.00036929 | val_loss: 0.000395424 | Time: 3256.28 ms [2021-07-12 02:12:16 main:574] : INFO : Epoch 2047 | loss: 0.000368291 | val_loss: 0.000394784 | Time: 3324.03 ms [2021-07-12 02:12:19 main:574] : INFO : Epoch 2048 | loss: 0.000367642 | val_loss: 0.000394094 | Time: 2720.68 ms [2021-07-12 02:12:19 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.000394094 [2021-07-12 02:12:19 main:603] : INFO : Saving end state to config to file [2021-07-12 02:12:19 main:608] : INFO : Success, exiting.. 02:12:19 (3764): 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)