Task 8387690
| Name | ParityModified-1634620632-30891-1_0 |
| Workunit | 5908213 |
| Created | 24 Oct 2021, 19:44:05 UTC |
| Sent | 28 Oct 2021, 12:12:12 UTC |
| Report deadline | 4 Nov 2021, 12:12:12 UTC |
| Received | 28 Oct 2021, 14:33:21 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 15909 |
| Run time | 1 hours 55 min 34 sec |
| CPU time | 1 hours 46 min 51 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,738.92 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.63 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 4] : INFO : Epoch 1542 | loss: 0.031042 | val_loss: 0.0311256 | Time: 3291.39 ms [2021-10-28 15:42:58 main:574] : INFO : Epoch 1543 | loss: 0.0310446 | val_loss: 0.0311305 | Time: 3261.23 ms [2021-10-28 15:43:01 main:574] : INFO : Epoch 1544 | loss: 0.0310415 | val_loss: 0.0311307 | Time: 3263.35 ms [2021-10-28 15:43:05 main:574] : INFO : Epoch 1545 | loss: 0.0310436 | val_loss: 0.0311302 | Time: 3272.59 ms [2021-10-28 15:43:08 main:574] : INFO : Epoch 1546 | loss: 0.0310446 | val_loss: 0.0311369 | Time: 3302.4 ms [2021-10-28 15:43:11 main:574] : INFO : Epoch 1547 | loss: 0.0310403 | val_loss: 0.0311312 | Time: 3268.6 ms [2021-10-28 15:43:14 main:574] : INFO : Epoch 1548 | loss: 0.0310454 | val_loss: 0.0311304 | Time: 3314.49 ms [2021-10-28 15:43:18 main:574] : INFO : Epoch 1549 | loss: 0.0310711 | val_loss: 0.0311318 | Time: 3331.06 ms [2021-10-28 15:43:21 main:574] : INFO : Epoch 1550 | loss: 0.0310626 | val_loss: 0.031123 | Time: 3283.72 ms [2021-10-28 15:43:24 main:574] : INFO : Epoch 1551 | loss: 0.031055 | val_loss: 0.0311303 | Time: 3292.84 ms [2021-10-28 15:43:28 main:574] : INFO : Epoch 1552 | loss: 0.0310519 | val_loss: 0.0311251 | Time: 3251.2 ms [2021-10-28 15:43:31 main:574] : INFO : Epoch 1553 | loss: 0.031051 | val_loss: 0.0311199 | Time: 3196.26 ms [2021-10-28 15:43:34 main:574] : INFO : Epoch 1554 | loss: 0.0310494 | val_loss: 0.0311252 | Time: 3318.32 ms [2021-10-28 15:43:38 main:574] : INFO : Epoch 1555 | loss: 0.0310479 | val_loss: 0.0311184 | Time: 3316.12 ms [2021-10-28 15:43:41 main:574] : INFO : Epoch 1556 | loss: 0.0310429 | val_loss: 0.0311298 | Time: 3344.01 ms [2021-10-28 15:43:44 main:574] : INFO : Epoch 1557 | loss: 0.0310425 | val_loss: 0.0311286 | Time: 3278.48 ms [2021-10-28 15:43:48 main:574] : INFO : Epoch 1558 | loss: 0.0310467 | val_loss: 0.0311419 | Time: 3269.67 ms [2021-10-28 15:43:51 main:574] : INFO : Epoch 1559 | loss: 0.0310436 | val_loss: 0.0311318 | Time: 3324.25 ms [2021-10-28 15:43:54 main:574] : INFO : Epoch 1560 | loss: 0.0310428 | val_loss: 0.0311322 | Time: 3286.29 ms [2021-10-28 15:43:58 main:574] : INFO : Epoch 1561 | loss: 0.0310373 | val_loss: 0.0311296 | Time: 3291.36 ms [2021-10-28 15:44:01 main:574] : INFO : Epoch 1562 | loss: 0.0310427 | val_loss: 0.0311318 | Time: 3253.99 ms [2021-10-28 15:44:04 main:574] : INFO : Epoch 1563 | loss: 0.0310458 | val_loss: 0.0311374 | Time: 3295.55 ms [2021-10-28 15:44:07 main:574] : INFO : Epoch 1564 | loss: 0.031038 | val_loss: 0.0311257 | Time: 3306.27 ms [2021-10-28 15:44:11 main:574] : INFO : Epoch 1565 | loss: 0.0310384 | val_loss: 0.0311375 | Time: 3297.66 ms [2021-10-28 15:44:14 main:574] : INFO : Epoch 1566 | loss: 0.03104 | val_loss: 0.0311278 | Time: 3299.57 ms [2021-10-28 15:44:17 main:574] : INFO : Epoch 1567 | loss: 0.0310403 | val_loss: 0.0311278 | Time: 3317.68 ms [2021-10-28 15:44:21 main:574] : INFO : Epoch 1568 | loss: 0.0310362 | val_loss: 0.031134 | Time: 3300.98 ms [2021-10-28 15:44:24 main:574] : INFO : Epoch 1569 | loss: 0.0310391 | val_loss: 0.0311205 | Time: 3274.56 ms [2021-10-28 15:44:27 main:574] : INFO : Epoch 1570 | loss: 0.031038 | val_loss: 0.0311306 | Time: 3274.25 ms [2021-10-28 15:44:31 main:574] : INFO : Epoch 1571 | loss: 0.0310382 | val_loss: 0.0311348 | Time: 3259.3 ms [2021-10-28 15:44:34 main:574] : INFO : Epoch 1572 | loss: 0.0310389 | val_loss: 0.0311276 | Time: 3255.36 ms [2021-10-28 15:44:37 main:574] : INFO : Epoch 1573 | loss: 0.0310354 | val_loss: 0.0311229 | Time: 3318.09 ms [2021-10-28 15:44:40 main:574] : INFO : Epoch 1574 | loss: 0.0310336 | val_loss: 0.0311256 | Time: 3274.02 ms [2021-10-28 15:44:44 main:574] : INFO : Epoch 1575 | loss: 0.0310382 | val_loss: 0.0311314 | Time: 3306.53 ms [2021-10-28 15:44:47 main:574] : INFO : Epoch 1576 | loss: 0.0310488 | val_loss: 0.0311325 | Time: 3252.93 ms [2021-10-28 15:44:50 main:574] : INFO : Epoch 1577 | loss: 0.031048 | val_loss: 0.0311369 | Time: 3287.09 ms [2021-10-28 15:44:54 main:574] : INFO : Epoch 1578 | loss: 0.0310402 | val_loss: 0.0311328 | Time: 3271.11 ms [2021-10-28 15:44:57 main:574] : INFO : Epoch 1579 | loss: 0.0310361 | val_loss: 0.0311322 | Time: 3312.99 ms [2021-10-28 15:45:00 main:574] : INFO : Epoch 1580 | loss: 0.031036 | val_loss: 0.0311419 | Time: 3323.88 ms [2021-10-28 15:45:04 main:574] : INFO : Epoch 1581 | loss: 0.0310446 | val_loss: 0.0311165 | Time: 3291.64 ms [2021-10-28 15:45:07 main:574] : INFO : Epoch 1582 | loss: 0.0310614 | val_loss: 0.0311214 | Time: 3317.6 ms [2021-10-28 15:45:10 main:574] : INFO : Epoch 1583 | loss: 0.0310506 | val_loss: 0.031118 | Time: 3304.5 ms [2021-10-28 15:45:14 main:574] : INFO : Epoch 1584 | loss: 0.0310442 | val_loss: 0.0311209 | Time: 3264.02 ms [2021-10-28 15:45:17 main:574] : INFO : Epoch 1585 | loss: 0.0310388 | val_loss: 0.0311257 | Time: 3296.18 ms [2021-10-28 15:45:20 main:574] : INFO : Epoch 1586 | loss: 0.0310404 | val_loss: 0.0311402 | Time: 3246.9 ms [2021-10-28 15:45:23 main:574] : INFO : Epoch 1587 | loss: 0.0310344 | val_loss: 0.0311251 | Time: 3265.16 ms [2021-10-28 15:45:27 main:574] : INFO : Epoch 1588 | loss: 0.0310462 | val_loss: 0.0311327 | Time: 3304 ms [2021-10-28 15:45:30 main:574] : INFO : Epoch 1589 | loss: 0.0310483 | val_loss: 0.0311404 | Time: 3311.29 ms [2021-10-28 15:45:33 main:574] : INFO : Epoch 1590 | loss: 0.0310502 | val_loss: 0.031124 | Time: 3272.61 ms [2021-10-28 15:45:37 main:574] : INFO : Epoch 1591 | loss: 0.0310421 | val_loss: 0.0311276 | Time: 3270.42 ms [2021-10-28 15:45:40 main:574] : INFO : Epoch 1592 | loss: 0.031037 | val_loss: 0.0311332 | Time: 3307.81 ms [2021-10-28 15:45:43 main:574] : INFO : Epoch 1593 | loss: 0.0310345 | val_loss: 0.0311248 | Time: 3318.75 ms [2021-10-28 15:45:47 main:574] : INFO : Epoch 1594 | loss: 0.0310366 | val_loss: 0.0311254 | Time: 3337.17 ms [2021-10-28 15:45:50 main:574] : INFO : Epoch 1595 | loss: 0.031055 | val_loss: 0.031122 | Time: 3314.99 ms [2021-10-28 15:45:53 main:574] : INFO : Epoch 1596 | loss: 0.031049 | val_loss: 0.031126 | Time: 3331.84 ms [2021-10-28 15:45:57 main:574] : INFO : Epoch 1597 | loss: 0.0310539 | val_loss: 0.0311316 | Time: 3297.06 ms [2021-10-28 15:46:00 main:574] : INFO : Epoch 1598 | loss: 0.0310413 | val_loss: 0.0311291 | Time: 3249.07 ms [2021-10-28 15:46:03 main:574] : INFO : Epoch 1599 | loss: 0.0310343 | val_loss: 0.0311301 | Time: 3302.23 ms [2021-10-28 15:46:07 main:574] : INFO : Epoch 1600 | loss: 0.0310358 | val_loss: 0.0311277 | Time: 3304.11 ms [2021-10-28 15:46:10 main:574] : INFO : Epoch 1601 | loss: 0.0310318 | val_loss: 0.0311283 | Time: 3292.04 ms [2021-10-28 15:46:13 main:574] : INFO : Epoch 1602 | loss: 0.0310311 | val_loss: 0.0311378 | Time: 3302.23 ms [2021-10-28 15:46:17 main:574] : INFO : Epoch 1603 | loss: 0.0310311 | val_loss: 0.0311367 | Time: 3295.18 ms [2021-10-28 15:46:20 main:574] : INFO : Epoch 1604 | loss: 0.0310269 | val_loss: 0.0311281 | Time: 3293.07 ms [2021-10-28 15:46:23 main:574] : INFO : Epoch 1605 | loss: 0.0310283 | val_loss: 0.0311351 | Time: 3308.51 ms [2021-10-28 15:46:27 main:574] : INFO : Epoch 1606 | loss: 0.0310253 | val_loss: 0.031143 | Time: 3323.57 ms [2021-10-28 15:46:30 main:574] : INFO : Epoch 1607 | loss: 0.0310267 | val_loss: 0.0311312 | Time: 3323.33 ms [2021-10-28 15:46:33 main:574] : INFO : Epoch 1608 | loss: 0.0310322 | val_loss: 0.0311352 | Time: 3242.33 ms [2021-10-28 15:46:36 main:574] : INFO : Epoch 1609 | loss: 0.0310295 | val_loss: 0.0311365 | Time: 3299.79 ms [2021-10-28 15:46:40 main:574] : INFO : Epoch 1610 | loss: 0.0310299 | val_loss: 0.0311377 | Time: 3328.26 ms [2021-10-28 15:46:43 main:574] : INFO : Epoch 1611 | loss: 0.0310288 | val_loss: 0.0311288 | Time: 3288.01 ms [2021-10-28 15:46:46 main:574] : INFO : Epoch 1612 | loss: 0.0310304 | val_loss: 0.0311324 | Time: 3352.45 ms [2021-10-28 15:46:50 main:574] : INFO : Epoch 1613 | loss: 0.0310323 | val_loss: 0.0311294 | Time: 3312.71 ms [2021-10-28 15:46:53 main:574] : INFO : Epoch 1614 | loss: 0.0310276 | val_loss: 0.0311434 | Time: 3314.79 ms [2021-10-28 15:46:56 main:574] : INFO : Epoch 1615 | loss: 0.0310348 | val_loss: 0.0311298 | Time: 3279.31 ms [2021-10-28 15:47:00 main:574] : INFO : Epoch 1616 | loss: 0.0310297 | val_loss: 0.0311379 | Time: 3273.23 ms [2021-10-28 15:47:03 main:574] : INFO : Epoch 1617 | loss: 0.0310292 | val_loss: 0.0311257 | Time: 3278.6 ms [2021-10-28 15:47:06 main:574] : INFO : Epoch 1618 | loss: 0.0310333 | val_loss: 0.0311389 | Time: 3296.53 ms [2021-10-28 15:47:10 main:574] : INFO : Epoch 1619 | loss: 0.0310406 | val_loss: 0.0311248 | Time: 3316.74 ms [2021-10-28 15:47:13 main:574] : INFO : Epoch 1620 | loss: 0.0310508 | val_loss: 0.0311322 | Time: 3325.27 ms [2021-10-28 15:47:16 main:574] : INFO : Epoch 1621 | loss: 0.0310388 | val_loss: 0.0311399 | Time: 3316.61 ms [2021-10-28 15:47:20 main:574] : INFO : Epoch 1622 | loss: 0.0310337 | val_loss: 0.0311303 | Time: 3320.73 ms [2021-10-28 15:47:23 main:574] : INFO : Epoch 1623 | loss: 0.0310312 | val_loss: 0.0311429 | Time: 3307.39 ms [2021-10-28 15:47:26 main:574] : INFO : Epoch 1624 | loss: 0.0310305 | val_loss: 0.0311478 | Time: 3328.22 ms [2021-10-28 15:47:30 main:574] : INFO : Epoch 1625 | loss: 0.0310299 | val_loss: 0.0311458 | Time: 3305.64 ms [2021-10-28 15:47:33 main:574] : INFO : Epoch 1626 | loss: 0.0310293 | val_loss: 0.0311368 | Time: 3315.84 ms [2021-10-28 15:47:36 main:574] : INFO : Epoch 1627 | loss: 0.0310438 | val_loss: 0.0311301 | Time: 3279.39 ms [2021-10-28 15:47:40 main:574] : INFO : Epoch 1628 | loss: 0.0310387 | val_loss: 0.031132 | Time: 3310.36 ms [2021-10-28 15:47:43 main:574] : INFO : Epoch 1629 | loss: 0.0310318 | val_loss: 0.0311271 | Time: 3298.93 ms [2021-10-28 15:47:46 main:574] : INFO : Epoch 1630 | loss: 0.0310299 | val_loss: 0.0311397 | Time: 3294.03 ms [2021-10-28 15:47:50 main:574] : INFO : Epoch 1631 | loss: 0.0310356 | val_loss: 0.0311346 | Time: 3323.77 ms [2021-10-28 15:47:53 main:574] : INFO : Epoch 1632 | loss: 0.031047 | val_loss: 0.0311448 | Time: 3290.84 ms [2021-10-28 15:47:56 main:574] : INFO : Epoch 1633 | loss: 0.0310534 | val_loss: 0.0311438 | Time: 3292.14 ms [2021-10-28 15:48:00 main:574] : INFO : Epoch 1634 | loss: 0.0310374 | val_loss: 0.0311308 | Time: 3300.34 ms [2021-10-28 15:48:03 main:574] : INFO : Epoch 1635 | loss: 0.03103 | val_loss: 0.0311409 | Time: 3293.78 ms [2021-10-28 15:48:06 main:574] : INFO : Epoch 1636 | loss: 0.0310395 | val_loss: 0.0311347 | Time: 3323.26 ms [2021-10-28 15:48:10 main:574] : INFO : Epoch 1637 | loss: 0.0310374 | val_loss: 0.0311261 | Time: 3315.85 ms [2021-10-28 15:48:13 main:574] : INFO : Epoch 1638 | loss: 0.0310317 | val_loss: 0.0311275 | Time: 3304.13 ms [2021-10-28 15:48:16 main:574] : INFO : Epoch 1639 | loss: 0.0310278 | val_loss: 0.0311503 | Time: 3276.97 ms [2021-10-28 15:48:19 main:574] : INFO : Epoch 1640 | loss: 0.0310306 | val_loss: 0.0311344 | Time: 3284.86 ms [2021-10-28 15:48:23 main:574] : INFO : Epoch 1641 | loss: 0.0310245 | val_loss: 0.0311295 | Time: 3303.45 ms [2021-10-28 15:48:26 main:574] : INFO : Epoch 1642 | loss: 0.0310349 | val_loss: 0.0312245 | Time: 3282.4 ms [2021-10-28 15:48:29 main:574] : INFO : Epoch 1643 | loss: 0.0312232 | val_loss: 0.0313356 | Time: 3327.4 ms [2021-10-28 15:48:33 main:574] : INFO : Epoch 1644 | loss: 0.035469 | val_loss: 0.0321816 | Time: 3324.04 ms [2021-10-28 15:48:36 main:574] : INFO : Epoch 1645 | loss: 0.0400189 | val_loss: 0.0345036 | Time: 3304.1 ms [2021-10-28 15:48:39 main:574] : INFO : Epoch 1646 | loss: 0.0321535 | val_loss: 0.0316764 | Time: 3314.37 ms [2021-10-28 15:48:43 main:574] : INFO : Epoch 1647 | loss: 0.0313805 | val_loss: 0.031262 | Time: 3247.22 ms [2021-10-28 15:48:46 main:574] : INFO : Epoch 1648 | loss: 0.031263 | val_loss: 0.0312421 | Time: 3303.57 ms [2021-10-28 15:48:49 main:574] : INFO : Epoch 1649 | loss: 0.0312405 | val_loss: 0.0312351 | Time: 3335.92 ms [2021-10-28 15:48:53 main:574] : INFO : Epoch 1650 | loss: 0.0312356 | val_loss: 0.0312318 | Time: 3295.47 ms [2021-10-28 15:48:56 main:574] : INFO : Epoch 1651 | loss: 0.0312319 | val_loss: 0.0312286 | Time: 3302.4 ms [2021-10-28 15:48:59 main:574] : INFO : Epoch 1652 | loss: 0.0312295 | val_loss: 0.0312263 | Time: 3328.63 ms [2021-10-28 15:49:03 main:574] : INFO : Epoch 1653 | loss: 0.0312277 | val_loss: 0.0312248 | Time: 3286.97 ms [2021-10-28 15:49:06 main:574] : INFO : Epoch 1654 | loss: 0.0312255 | val_loss: 0.0312229 | Time: 3324.74 ms [2021-10-28 15:49:09 main:574] : INFO : Epoch 1655 | loss: 0.031224 | val_loss: 0.0312225 | Time: 3302.52 ms [2021-10-28 15:49:13 main:574] : INFO : Epoch 1656 | loss: 0.031223 | val_loss: 0.0312192 | Time: 3330.73 ms [2021-10-28 15:49:16 main:574] : INFO : Epoch 1657 | loss: 0.0312206 | val_loss: 0.0312175 | Time: 3323.08 ms [2021-10-28 15:49:19 main:574] : INFO : Epoch 1658 | loss: 0.0312185 | val_loss: 0.0312159 | Time: 3286.11 ms [2021-10-28 15:49:23 main:574] : INFO : Epoch 1659 | loss: 0.0312171 | val_loss: 0.0312134 | Time: 3302.78 ms [2021-10-28 15:49:26 main:574] : INFO : Epoch 1660 | loss: 0.0312151 | val_loss: 0.031212 | Time: 3321.27 ms [2021-10-28 15:49:29 main:574] : INFO : Epoch 1661 | loss: 0.0312135 | val_loss: 0.0312099 | Time: 3311.69 ms [2021-10-28 15:49:33 main:574] : INFO : Epoch 1662 | loss: 0.0312117 | val_loss: 0.0312083 | Time: 3304.45 ms [2021-10-28 15:49:36 main:574] : INFO : Epoch 1663 | loss: 0.0312097 | val_loss: 0.0312065 | Time: 3279.38 ms [2021-10-28 15:49:39 main:574] : INFO : Epoch 1664 | loss: 0.0312082 | val_loss: 0.0312047 | Time: 3311.26 ms [2021-10-28 15:49:43 main:574] : INFO : Epoch 1665 | loss: 0.0312068 | val_loss: 0.0312033 | Time: 3319.17 ms [2021-10-28 15:49:46 main:574] : INFO : Epoch 1666 | loss: 0.0312053 | val_loss: 0.0312021 | Time: 3311.7 ms [2021-10-28 15:49:49 main:574] : INFO : Epoch 1667 | loss: 0.0312034 | val_loss: 0.0312001 | Time: 3311.3 ms [2021-10-28 15:49:53 main:574] : INFO : Epoch 1668 | loss: 0.0312026 | val_loss: 0.031201 | Time: 3307.53 ms [2021-10-28 15:49:56 main:574] : INFO : Epoch 1669 | loss: 0.0312014 | val_loss: 0.0311977 | Time: 3330.39 ms [2021-10-28 15:49:59 main:574] : INFO : Epoch 1670 | loss: 0.0311998 | val_loss: 0.0311963 | Time: 3292.5 ms [2021-10-28 15:50:02 main:574] : INFO : Epoch 1671 | loss: 0.0311996 | val_loss: 0.0311973 | Time: 3275.73 ms [2021-10-28 15:50:06 main:574] : INFO : Epoch 1672 | loss: 0.0311981 | val_loss: 0.0311946 | Time: 3316.85 ms [2021-10-28 15:50:09 main:574] : INFO : Epoch 1673 | loss: 0.0311968 | val_loss: 0.0311957 | Time: 3320.48 ms [2021-10-28 15:50:12 main:574] : INFO : Epoch 1674 | loss: 0.0311963 | val_loss: 0.0311931 | Time: 3292.5 ms [2021-10-28 15:50:16 main:574] : INFO : Epoch 1675 | loss: 0.0311959 | val_loss: 0.0311932 | Time: 3307.5 ms [2021-10-28 15:50:19 main:574] : INFO : Epoch 1676 | loss: 0.031195 | val_loss: 0.0311922 | Time: 3270.74 ms [2021-10-28 15:50:22 main:574] : INFO : Epoch 1677 | loss: 0.0311943 | val_loss: 0.0311911 | Time: 3304.19 ms [2021-10-28 15:50:26 main:574] : INFO : Epoch 1678 | loss: 0.0311935 | val_loss: 0.0311917 | Time: 3309.85 ms [2021-10-28 15:50:29 main:574] : INFO : Epoch 1679 | loss: 0.0311929 | val_loss: 0.0311904 | Time: 3301.27 ms [2021-10-28 15:50:32 main:574] : INFO : Epoch 1680 | loss: 0.031192 | val_loss: 0.0311895 | Time: 3263.03 ms [2021-10-28 15:50:36 main:574] : INFO : Epoch 1681 | loss: 0.0311915 | val_loss: 0.0311901 | Time: 3291.72 ms [2021-10-28 15:50:39 main:574] : INFO : Epoch 1682 | loss: 0.031192 | val_loss: 0.0311914 | Time: 3270.12 ms [2021-10-28 15:50:42 main:574] : INFO : Epoch 1683 | loss: 0.0311915 | val_loss: 0.0311898 | Time: 3285.95 ms [2021-10-28 15:50:46 main:574] : INFO : Epoch 1684 | loss: 0.0311906 | val_loss: 0.0311871 | Time: 3311.14 ms [2021-10-28 15:50:49 main:574] : INFO : Epoch 1685 | loss: 0.031189 | val_loss: 0.0311871 | Time: 3301.5 ms [2021-10-28 15:50:52 main:574] : INFO : Epoch 1686 | loss: 0.0311896 | val_loss: 0.0311869 | Time: 3259.15 ms [2021-10-28 15:50:55 main:574] : INFO : Epoch 1687 | loss: 0.0311918 | val_loss: 0.0311868 | Time: 3306.99 ms [2021-10-28 15:50:59 main:574] : INFO : Epoch 1688 | loss: 0.0311876 | val_loss: 0.0311863 | Time: 3307.97 ms [2021-10-28 15:51:02 main:574] : INFO : Epoch 1689 | loss: 0.0311868 | val_loss: 0.0311888 | Time: 3293.05 ms [2021-10-28 15:51:05 main:574] : INFO : Epoch 1690 | loss: 0.0311865 | val_loss: 0.0311861 | Time: 3330.44 ms [2021-10-28 15:51:09 main:574] : INFO : Epoch 1691 | loss: 0.031186 | val_loss: 0.0311854 | Time: 3301.32 ms [2021-10-28 15:51:12 main:574] : INFO : Epoch 1692 | loss: 0.0311861 | val_loss: 0.0311851 | Time: 3314.91 ms [2021-10-28 15:51:16 main:574] : INFO : Epoch 1693 | loss: 0.0311857 | val_loss: 0.0311875 | Time: 3310.19 ms [2021-10-28 15:51:19 main:574] : INFO : Epoch 1694 | loss: 0.031185 | val_loss: 0.0311871 | Time: 3332.4 ms [2021-10-28 15:51:22 main:574] : INFO : Epoch 1695 | loss: 0.0311846 | val_loss: 0.0311848 | Time: 3306.12 ms [2021-10-28 15:51:26 main:574] : INFO : Epoch 1696 | loss: 0.0311841 | val_loss: 0.0311856 | Time: 3303.47 ms [2021-10-28 15:51:29 main:574] : INFO : Epoch 1697 | loss: 0.0311839 | val_loss: 0.0311842 | Time: 3309.21 ms [2021-10-28 15:51:32 main:574] : INFO : Epoch 1698 | loss: 0.0311831 | val_loss: 0.0311829 | Time: 3333.79 ms [2021-10-28 15:51:36 main:574] : INFO : Epoch 1699 | loss: 0.0311825 | val_loss: 0.0311828 | Time: 3294.57 ms [2021-10-28 15:51:39 main:574] : INFO : Epoch 1700 | loss: 0.031182 | val_loss: 0.0311833 | Time: 3293.2 ms [2021-10-28 15:51:42 main:574] : INFO : Epoch 1701 | loss: 0.0311819 | val_loss: 0.0311827 | Time: 3286.63 ms [2021-10-28 15:51:46 main:574] : INFO : Epoch 1702 | loss: 0.0311823 | val_loss: 0.0311829 | Time: 3316.86 ms [2021-10-28 15:51:49 main:574] : INFO : Epoch 1703 | loss: 0.0311817 | val_loss: 0.031182 | Time: 3314.17 ms [2021-10-28 15:51:52 main:574] : INFO : Epoch 1704 | loss: 0.0311811 | val_loss: 0.0311812 | Time: 3294.32 ms [2021-10-28 15:51:56 main:574] : INFO : Epoch 1705 | loss: 0.0311813 | val_loss: 0.0311825 | Time: 3366.62 ms [2021-10-28 15:51:59 main:574] : INFO : Epoch 1706 | loss: 0.0311824 | val_loss: 0.0311822 | Time: 3351.31 ms [2021-10-28 15:52:02 main:574] : INFO : Epoch 1707 | loss: 0.0311815 | val_loss: 0.0311839 | Time: 3320.81 ms [2021-10-28 15:52:06 main:574] : INFO : Epoch 1708 | loss: 0.0311806 | val_loss: 0.0311807 | Time: 3274.11 ms [2021-10-28 15:52:09 main:574] : INFO : Epoch 1709 | loss: 0.0311797 | val_loss: 0.0311797 | Time: 3346.07 ms [2021-10-28 15:52:12 main:574] : INFO : Epoch 1710 | loss: 0.0311792 | val_loss: 0.0311798 | Time: 3317.9 ms [2021-10-28 15:52:16 main:574] : INFO : Epoch 1711 | loss: 0.0311795 | val_loss: 0.0311799 | Time: 3355.81 ms [2021-10-28 15:52:19 main:574] : INFO : Epoch 1712 | loss: 0.03118 | val_loss: 0.0311798 | Time: 3318.27 ms [2021-10-28 15:52:22 main:574] : INFO : Epoch 1713 | loss: 0.0311796 | val_loss: 0.0311801 | Time: 3336.32 ms [2021-10-28 15:52:26 main:574] : INFO : Epoch 1714 | loss: 0.0311807 | val_loss: 0.0311794 | Time: 3289.52 ms [2021-10-28 15:52:29 main:574] : INFO : Epoch 1715 | loss: 0.0311804 | val_loss: 0.031181 | Time: 3337.72 ms [2021-10-28 15:52:32 main:574] : INFO : Epoch 1716 | loss: 0.0311796 | val_loss: 0.0311775 | Time: 3281.85 ms [2021-10-28 15:52:36 main:574] : INFO : Epoch 1717 | loss: 0.031178 | val_loss: 0.0311818 | Time: 3309.11 ms [2021-10-28 15:52:39 main:574] : INFO : Epoch 1718 | loss: 0.0311792 | val_loss: 0.0311773 | Time: 3331.01 ms [2021-10-28 15:52:42 main:574] : INFO : Epoch 1719 | loss: 0.0311768 | val_loss: 0.0311785 | Time: 3332.35 ms [2021-10-28 15:52:46 main:574] : INFO : Epoch 1720 | loss: 0.0311773 | val_loss: 0.0311769 | Time: 3323.17 ms [2021-10-28 15:52:49 main:574] : INFO : Epoch 1721 | loss: 0.0311769 | val_loss: 0.0311778 | Time: 3290.92 ms [2021-10-28 15:52:52 main:574] : INFO : Epoch 1722 | loss: 0.031178 | val_loss: 0.0311789 | Time: 3316.46 ms [2021-10-28 15:52:56 main:574] : INFO : Epoch 1723 | loss: 0.0311764 | val_loss: 0.0311768 | Time: 3322.6 ms [2021-10-28 15:52:59 main:574] : INFO : Epoch 1724 | loss: 0.0311765 | val_loss: 0.0311797 | Time: 3313.6 ms [2021-10-28 15:53:02 main:574] : INFO : Epoch 1725 | loss: 0.0311769 | val_loss: 0.0311761 | Time: 3318.03 ms [2021-10-28 15:53:06 main:574] : INFO : Epoch 1726 | loss: 0.0311755 | val_loss: 0.0311761 | Time: 3295.39 ms [2021-10-28 15:53:09 main:574] : INFO : Epoch 1727 | loss: 0.0311762 | val_loss: 0.0311824 | Time: 3338.29 ms [2021-10-28 15:53:12 main:574] : INFO : Epoch 1728 | loss: 0.0311754 | val_loss: 0.0311759 | Time: 3322.15 ms [2021-10-28 15:53:16 main:574] : INFO : Epoch 1729 | loss: 0.0311759 | val_loss: 0.0311759 | Time: 3304.99 ms [2021-10-28 15:53:19 main:574] : INFO : Epoch 1730 | loss: 0.0311749 | val_loss: 0.0311754 | Time: 3300.3 ms [2021-10-28 15:53:22 main:574] : INFO : Epoch 1731 | loss: 0.0311745 | val_loss: 0.031178 | Time: 3291.55 ms [2021-10-28 15:53:26 main:574] : INFO : Epoch 1732 | loss: 0.0311762 | val_loss: 0.0311755 | Time: 3324.67 ms [2021-10-28 15:53:29 main:574] : INFO : Epoch 1733 | loss: 0.0311746 | val_loss: 0.0311757 | Time: 3321.36 ms [2021-10-28 15:53:32 main:574] : INFO : Epoch 1734 | loss: 0.0311745 | val_loss: 0.0311756 | Time: 3323.98 ms [2021-10-28 15:53:36 main:574] : INFO : Epoch 1735 | loss: 0.0311738 | val_loss: 0.0311767 | Time: 3277.1 ms [2021-10-28 15:53:39 main:574] : INFO : Epoch 1736 | loss: 0.0311772 | val_loss: 0.0311758 | Time: 3304.96 ms [2021-10-28 15:53:42 main:574] : INFO : Epoch 1737 | loss: 0.0311745 | val_loss: 0.0311755 | Time: 3319.7 ms [2021-10-28 15:53:46 main:574] : INFO : Epoch 1738 | loss: 0.0311736 | val_loss: 0.0311756 | Time: 3328.34 ms [2021-10-28 15:53:49 main:574] : INFO : Epoch 1739 | loss: 0.0311728 | val_loss: 0.0311758 | Time: 3298.71 ms [2021-10-28 15:53:52 main:574] : INFO : Epoch 1740 | loss: 0.0311734 | val_loss: 0.0311752 | Time: 3298.18 ms [2021-10-28 15:53:56 main:574] : INFO : Epoch 1741 | loss: 0.0311727 | val_loss: 0.0311762 | Time: 3309.2 ms [2021-10-28 15:53:59 main:574] : INFO : Epoch 1742 | loss: 0.0311728 | val_loss: 0.0311765 | Time: 3314.8 ms [2021-10-28 15:54:02 main:574] : INFO : Epoch 1743 | loss: 0.0311726 | val_loss: 0.0311755 | Time: 3257.19 ms [2021-10-28 15:54:06 main:574] : INFO : Epoch 1744 | loss: 0.0311724 | val_loss: 0.031176 | Time: 3332.43 ms [2021-10-28 15:54:09 main:574] : INFO : Epoch 1745 | loss: 0.0311734 | val_loss: 0.031176 | Time: 3341.5 ms [2021-10-28 15:54:12 main:574] : INFO : Epoch 1746 | loss: 0.031172 | val_loss: 0.0311754 | Time: 3300.27 ms [2021-10-28 15:54:16 main:574] : INFO : Epoch 1747 | loss: 0.0311717 | val_loss: 0.0311752 | Time: 3331.51 ms [2021-10-28 15:54:19 main:574] : INFO : Epoch 1748 | loss: 0.0311728 | val_loss: 0.0311768 | Time: 3325.56 ms [2021-10-28 15:54:22 main:574] : INFO : Epoch 1749 | loss: 0.0311719 | val_loss: 0.0311758 | Time: 3326.53 ms [2021-10-28 15:54:26 main:574] : INFO : Epoch 1750 | loss: 0.0311722 | val_loss: 0.0311758 | Time: 3299.2 ms [2021-10-28 15:54:29 main:574] : INFO : Epoch 1751 | loss: 0.0311744 | val_loss: 0.031176 | Time: 3299.75 ms [2021-10-28 15:54:32 main:574] : INFO : Epoch 1752 | loss: 0.031172 | val_loss: 0.0311752 | Time: 3298.93 ms [2021-10-28 15:54:36 main:574] : INFO : Epoch 1753 | loss: 0.0311709 | val_loss: 0.0311773 | Time: 3323.59 ms [2021-10-28 15:54:39 main:574] : INFO : Epoch 1754 | loss: 0.0311704 | val_loss: 0.0311759 | Time: 3346.56 ms [2021-10-28 15:54:42 main:574] : INFO : Epoch 1755 | loss: 0.0311705 | val_loss: 0.0311753 | Time: 3363.47 ms [2021-10-28 15:54:46 main:574] : INFO : Epoch 1756 | loss: 0.0311706 | val_loss: 0.0311785 | Time: 3337.49 ms [2021-10-28 15:54:49 main:574] : INFO : Epoch 1757 | loss: 0.0311711 | val_loss: 0.0311764 | Time: 3283.51 ms [2021-10-28 15:54:52 main:574] : INFO : Epoch 1758 | loss: 0.0311698 | val_loss: 0.0311769 | Time: 3283.02 ms [2021-10-28 15:54:56 main:574] : INFO : Epoch 1759 | loss: 0.0311698 | val_loss: 0.0311777 | Time: 3308.24 ms [2021-10-28 15:54:59 main:574] : INFO : Epoch 1760 | loss: 0.0311697 | val_loss: 0.0311778 | Time: 3315.63 ms [2021-10-28 15:55:02 main:574] : INFO : Epoch 1761 | loss: 0.0311702 | val_loss: 0.0311736 | Time: 3308.25 ms [2021-10-28 15:55:06 main:574] : INFO : Epoch 1762 | loss: 0.0311686 | val_loss: 0.0311735 | Time: 3323.28 ms [2021-10-28 15:55:09 main:574] : INFO : Epoch 1763 | loss: 0.0311685 | val_loss: 0.0311738 | Time: 3292.4 ms [2021-10-28 15:55:12 main:574] : INFO : Epoch 1764 | loss: 0.031171 | val_loss: 0.0311834 | Time: 3313.06 ms [2021-10-28 15:55:15 main:574] : INFO : Epoch 1765 | loss: 0.0311738 | val_loss: 0.0311778 | Time: 3305.3 ms [2021-10-28 15:55:19 main:574] : INFO : Epoch 1766 | loss: 0.0311695 | val_loss: 0.0311738 | Time: 3265.01 ms [2021-10-28 15:55:22 main:574] : INFO : Epoch 1767 | loss: 0.0311679 | val_loss: 0.0311729 | Time: 3279.56 ms [2021-10-28 15:55:25 main:574] : INFO : Epoch 1768 | loss: 0.0311677 | val_loss: 0.0311755 | Time: 3299.2 ms [2021-10-28 15:55:29 main:574] : INFO : Epoch 1769 | loss: 0.0311687 | val_loss: 0.0311746 | Time: 3314.35 ms [2021-10-28 15:55:32 main:574] : INFO : Epoch 1770 | loss: 0.0311682 | val_loss: 0.0311745 | Time: 3263.81 ms [2021-10-28 15:55:35 main:574] : INFO : Epoch 1771 | loss: 0.0311684 | val_loss: 0.0311782 | Time: 3307.65 ms [2021-10-28 15:55:39 main:574] : INFO : Epoch 1772 | loss: 0.0311695 | val_loss: 0.031174 | Time: 3276.9 ms [2021-10-28 15:55:42 main:574] : INFO : Epoch 1773 | loss: 0.0311678 | val_loss: 0.0311729 | Time: 3298.21 ms [2021-10-28 15:55:45 main:574] : INFO : Epoch 1774 | loss: 0.0311699 | val_loss: 0.0311766 | Time: 3333.8 ms [2021-10-28 15:55:49 main:574] : INFO : Epoch 1775 | loss: 0.0311679 | val_loss: 0.0311741 | Time: 3307.16 ms [2021-10-28 15:55:52 main:574] : INFO : Epoch 1776 | loss: 0.0311668 | val_loss: 0.0311759 | Time: 3323.38 ms [2021-10-28 15:55:55 main:574] : INFO : Epoch 1777 | loss: 0.0311673 | val_loss: 0.0311756 | Time: 3348.18 ms [2021-10-28 15:55:59 main:574] : INFO : Epoch 1778 | loss: 0.0311661 | val_loss: 0.0311765 | Time: 3328.09 ms [2021-10-28 15:56:02 main:574] : INFO : Epoch 1779 | loss: 0.031166 | val_loss: 0.0311742 | Time: 3343.22 ms [2021-10-28 15:56:05 main:574] : INFO : Epoch 1780 | loss: 0.0311653 | val_loss: 0.0311735 | Time: 3311.5 ms [2021-10-28 15:56:09 main:574] : INFO : Epoch 1781 | loss: 0.0311653 | val_loss: 0.0311738 | Time: 3319.96 ms [2021-10-28 15:56:12 main:574] : INFO : Epoch 1782 | loss: 0.0311651 | val_loss: 0.0311724 | Time: 3338.99 ms [2021-10-28 15:56:15 main:574] : INFO : Epoch 1783 | loss: 0.0311664 | val_loss: 0.0311734 | Time: 3343.74 ms [2021-10-28 15:56:19 main:574] : INFO : Epoch 1784 | loss: 0.0311702 | val_loss: 0.0311795 | Time: 3341.65 ms [2021-10-28 15:56:22 main:574] : INFO : Epoch 1785 | loss: 0.0311672 | val_loss: 0.0311729 | Time: 3344.44 ms [2021-10-28 15:56:25 main:574] : INFO : Epoch 1786 | loss: 0.0311655 | val_loss: 0.0311728 | Time: 3313.14 ms [2021-10-28 15:56:29 main:574] : INFO : Epoch 1787 | loss: 0.0311673 | val_loss: 0.0311956 | Time: 3290.1 ms [2021-10-28 15:56:32 main:574] : INFO : Epoch 1788 | loss: 0.0311703 | val_loss: 0.031173 | Time: 3294.33 ms [2021-10-28 15:56:35 main:574] : INFO : Epoch 1789 | loss: 0.0311654 | val_loss: 0.0311754 | Time: 3296.38 ms [2021-10-28 15:56:39 main:574] : INFO : Epoch 1790 | loss: 0.0311673 | val_loss: 0.0311758 | Time: 3289.25 ms [2021-10-28 15:56:42 main:574] : INFO : Epoch 1791 | loss: 0.0311662 | val_loss: 0.0311762 | Time: 3293.32 ms [2021-10-28 15:56:45 main:574] : INFO : Epoch 1792 | loss: 0.0311643 | val_loss: 0.0311721 | Time: 3303.69 ms [2021-10-28 15:56:49 main:574] : INFO : Epoch 1793 | loss: 0.0311644 | val_loss: 0.0311742 | Time: 3327.49 ms [2021-10-28 15:56:52 main:574] : INFO : Epoch 1794 | loss: 0.0311655 | val_loss: 0.0311722 | Time: 3302.67 ms [2021-10-28 15:56:55 main:574] : INFO : Epoch 1795 | loss: 0.0311647 | val_loss: 0.0311752 | Time: 3325.63 ms [2021-10-28 15:56:59 main:574] : INFO : Epoch 1796 | loss: 0.0311639 | val_loss: 0.0311736 | Time: 3296.63 ms [2021-10-28 15:57:02 main:574] : INFO : Epoch 1797 | loss: 0.0311643 | val_loss: 0.0311791 | Time: 3332.35 ms [2021-10-28 15:57:05 main:574] : INFO : Epoch 1798 | loss: 0.0311657 | val_loss: 0.0311727 | Time: 3248.66 ms [2021-10-28 15:57:09 main:574] : INFO : Epoch 1799 | loss: 0.0311647 | val_loss: 0.0311741 | Time: 3343.55 ms [2021-10-28 15:57:12 main:574] : INFO : Epoch 1800 | loss: 0.0311654 | val_loss: 0.0311728 | Time: 3322.29 ms [2021-10-28 15:57:15 main:574] : INFO : Epoch 1801 | loss: 0.0311653 | val_loss: 0.0311745 | Time: 3331.39 ms [2021-10-28 15:57:19 main:574] : INFO : Epoch 1802 | loss: 0.0311633 | val_loss: 0.0311752 | Time: 3312.95 ms [2021-10-28 15:57:22 main:574] : INFO : Epoch 1803 | loss: 0.0311648 | val_loss: 0.0311779 | Time: 3288.12 ms [2021-10-28 15:57:25 main:574] : INFO : Epoch 1804 | loss: 0.0311676 | val_loss: 0.0311784 | Time: 3298.12 ms [2021-10-28 15:57:29 main:574] : INFO : Epoch 1805 | loss: 0.0311676 | val_loss: 0.0311804 | Time: 3270.24 ms [2021-10-28 15:57:32 main:574] : INFO : Epoch 1806 | loss: 0.0311653 | val_loss: 0.0311751 | Time: 3313.47 ms [2021-10-28 15:57:35 main:574] : INFO : Epoch 1807 | loss: 0.0311641 | val_loss: 0.0311735 | Time: 3197.38 ms [2021-10-28 15:57:38 main:574] : INFO : Epoch 1808 | loss: 0.0311657 | val_loss: 0.0311735 | Time: 3299.41 ms [2021-10-28 15:57:42 main:574] : INFO : Epoch 1809 | loss: 0.0311661 | val_loss: 0.0311764 | Time: 3291.37 ms [2021-10-28 15:57:45 main:574] : INFO : Epoch 1810 | loss: 0.0311647 | val_loss: 0.0311763 | Time: 3297.21 ms [2021-10-28 15:57:48 main:574] : INFO : Epoch 1811 | loss: 0.0311671 | val_loss: 0.0311773 | Time: 3304.69 ms [2021-10-28 15:57:52 main:574] : INFO : Epoch 1812 | loss: 0.0311684 | val_loss: 0.0311769 | Time: 3348.23 ms [2021-10-28 15:57:55 main:574] : INFO : Epoch 1813 | loss: 0.0311677 | val_loss: 0.0311813 | Time: 3287.44 ms [2021-10-28 15:57:58 main:574] : INFO : Epoch 1814 | loss: 0.0311667 | val_loss: 0.0311752 | Time: 3281.49 ms [2021-10-28 15:58:02 main:574] : INFO : Epoch 1815 | loss: 0.0311649 | val_loss: 0.0311764 | Time: 3288.59 ms [2021-10-28 15:58:05 main:574] : INFO : Epoch 1816 | loss: 0.0311636 | val_loss: 0.0311735 | Time: 3283.48 ms [2021-10-28 15:58:08 main:574] : INFO : Epoch 1817 | loss: 0.0311639 | val_loss: 0.0311766 | Time: 3330.46 ms [2021-10-28 15:58:12 main:574] : INFO : Epoch 1818 | loss: 0.0311658 | val_loss: 0.0311814 | Time: 3263.26 ms [2021-10-28 15:58:15 main:574] : INFO : Epoch 1819 | loss: 0.0311639 | val_loss: 0.0311766 | Time: 3274.17 ms [2021-10-28 15:58:18 main:574] : INFO : Epoch 1820 | loss: 0.031164 | val_loss: 0.0311752 | Time: 3240.58 ms [2021-10-28 15:58:22 main:574] : INFO : Epoch 1821 | loss: 0.0311658 | val_loss: 0.0311794 | Time: 3296.11 ms [2021-10-28 15:58:25 main:574] : INFO : Epoch 1822 | loss: 0.0311734 | val_loss: 0.0311762 | Time: 3280.33 ms [2021-10-28 15:58:28 main:574] : INFO : Epoch 1823 | loss: 0.0311711 | val_loss: 0.0311751 | Time: 3278.84 ms [2021-10-28 15:58:31 main:574] : INFO : Epoch 1824 | loss: 0.0311683 | val_loss: 0.0311727 | Time: 3324.39 ms [2021-10-28 15:58:35 main:574] : INFO : Epoch 1825 | loss: 0.031167 | val_loss: 0.0311745 | Time: 3287.02 ms [2021-10-28 15:58:38 main:574] : INFO : Epoch 1826 | loss: 0.0311651 | val_loss: 0.0311728 | Time: 3297.89 ms [2021-10-28 15:58:41 main:574] : INFO : Epoch 1827 | loss: 0.0311653 | val_loss: 0.0311776 | Time: 3304.49 ms [2021-10-28 15:58:45 main:574] : INFO : Epoch 1828 | loss: 0.0311645 | val_loss: 0.0311745 | Time: 3282.83 ms [2021-10-28 15:58:48 main:574] : INFO : Epoch 1829 | loss: 0.0311643 | val_loss: 0.0311745 | Time: 3292.22 ms [2021-10-28 15:58:51 main:574] : INFO : Epoch 1830 | loss: 0.0311638 | val_loss: 0.0311743 | Time: 3255.77 ms [2021-10-28 15:58:55 main:574] : INFO : Epoch 1831 | loss: 0.0311644 | val_loss: 0.0311728 | Time: 3304.73 ms [2021-10-28 15:58:58 main:574] : INFO : Epoch 1832 | loss: 0.031162 | val_loss: 0.0311737 | Time: 3275.38 ms [2021-10-28 15:59:01 main:574] : INFO : Epoch 1833 | loss: 0.0311621 | val_loss: 0.0311741 | Time: 3289.55 ms [2021-10-28 15:59:04 main:574] : INFO : Epoch 1834 | loss: 0.0311622 | val_loss: 0.0311747 | Time: 3263.02 ms [2021-10-28 15:59:08 main:574] : INFO : Epoch 1835 | loss: 0.0311619 | val_loss: 0.0311754 | Time: 3257.39 ms [2021-10-28 15:59:11 main:574] : INFO : Epoch 1836 | loss: 0.0311608 | val_loss: 0.0311736 | Time: 3333.77 ms [2021-10-28 15:59:14 main:574] : INFO : Epoch 1837 | loss: 0.0311608 | val_loss: 0.0311765 | Time: 3296 ms [2021-10-28 15:59:18 main:574] : INFO : Epoch 1838 | loss: 0.0311645 | val_loss: 0.031189 | Time: 3286.01 ms [2021-10-28 15:59:21 main:574] : INFO : Epoch 1839 | loss: 0.0311639 | val_loss: 0.0311783 | Time: 3298.8 ms [2021-10-28 15:59:24 main:574] : INFO : Epoch 1840 | loss: 0.0311601 | val_loss: 0.0311734 | Time: 3302.96 ms [2021-10-28 15:59:28 main:574] : INFO : Epoch 1841 | loss: 0.0311633 | val_loss: 0.0311819 | Time: 3305.06 ms [2021-10-28 15:59:31 main:574] : INFO : Epoch 1842 | loss: 0.0311633 | val_loss: 0.0311744 | Time: 3305.69 ms [2021-10-28 15:59:34 main:574] : INFO : Epoch 1843 | loss: 0.0311635 | val_loss: 0.0311805 | Time: 3295.91 ms [2021-10-28 15:59:38 main:574] : INFO : Epoch 1844 | loss: 0.0311652 | val_loss: 0.0311748 | Time: 3280.33 ms [2021-10-28 15:59:41 main:574] : INFO : Epoch 1845 | loss: 0.0311604 | val_loss: 0.0311738 | Time: 3315.14 ms [2021-10-28 15:59:44 main:574] : INFO : Epoch 1846 | loss: 0.031158 | val_loss: 0.0311751 | Time: 3316.77 ms [2021-10-28 15:59:48 main:574] : INFO : Epoch 1847 | loss: 0.0311585 | val_loss: 0.0311721 | Time: 3321.47 ms [2021-10-28 15:59:51 main:574] : INFO : Epoch 1848 | loss: 0.0311581 | val_loss: 0.031175 | Time: 3299.28 ms [2021-10-28 15:59:54 main:574] : INFO : Epoch 1849 | loss: 0.0311586 | val_loss: 0.031175 | Time: 3285.14 ms [2021-10-28 15:59:57 main:574] : INFO : Epoch 1850 | loss: 0.0311584 | val_loss: 0.0311772 | Time: 3269.68 ms [2021-10-28 16:00:01 main:574] : INFO : Epoch 1851 | loss: 0.0311615 | val_loss: 0.0311706 | Time: 3322.29 ms [2021-10-28 16:00:04 main:574] : INFO : Epoch 1852 | loss: 0.0311596 | val_loss: 0.0311711 | Time: 3294.11 ms [2021-10-28 16:00:07 main:574] : INFO : Epoch 1853 | loss: 0.0311584 | val_loss: 0.0311741 | Time: 3304.41 ms [2021-10-28 16:00:11 main:574] : INFO : Epoch 1854 | loss: 0.0311574 | val_loss: 0.0311731 | Time: 3288.37 ms [2021-10-28 16:00:14 main:574] : INFO : Epoch 1855 | loss: 0.0311554 | val_loss: 0.0311712 | Time: 3302.57 ms [2021-10-28 16:00:17 main:574] : INFO : Epoch 1856 | loss: 0.0311566 | val_loss: 0.0311737 | Time: 3301.97 ms [2021-10-28 16:00:21 main:574] : INFO : Epoch 1857 | loss: 0.0311581 | val_loss: 0.0311759 | Time: 3332.67 ms [2021-10-28 16:00:24 main:574] : INFO : Epoch 1858 | loss: 0.0311639 | val_loss: 0.0311741 | Time: 3335.51 ms [2021-10-28 16:00:27 main:574] : INFO : Epoch 1859 | loss: 0.031161 | val_loss: 0.0311724 | Time: 3324.61 ms [2021-10-28 16:00:31 main:574] : INFO : Epoch 1860 | loss: 0.0311592 | val_loss: 0.0311757 | Time: 3312.77 ms [2021-10-28 16:00:34 main:574] : INFO : Epoch 1861 | loss: 0.03116 | val_loss: 0.0311745 | Time: 3286.8 ms [2021-10-28 16:00:37 main:574] : INFO : Epoch 1862 | loss: 0.0311583 | val_loss: 0.0311715 | Time: 3263.83 ms [2021-10-28 16:00:41 main:574] : INFO : Epoch 1863 | loss: 0.0311587 | val_loss: 0.0311737 | Time: 3298.51 ms [2021-10-28 16:00:44 main:574] : INFO : Epoch 1864 | loss: 0.0311606 | val_loss: 0.0311735 | Time: 3322.18 ms [2021-10-28 16:00:47 main:574] : INFO : Epoch 1865 | loss: 0.0311556 | val_loss: 0.0311707 | Time: 3283.69 ms [2021-10-28 16:00:51 main:574] : INFO : Epoch 1866 | loss: 0.031154 | val_loss: 0.0311714 | Time: 3305.97 ms [2021-10-28 16:00:54 main:574] : INFO : Epoch 1867 | loss: 0.0311543 | val_loss: 0.0311702 | Time: 3311.37 ms [2021-10-28 16:00:57 main:574] : INFO : Epoch 1868 | loss: 0.0311544 | val_loss: 0.0311715 | Time: 3308.88 ms [2021-10-28 16:01:01 main:574] : INFO : Epoch 1869 | loss: 0.0311544 | val_loss: 0.0311718 | Time: 3297.55 ms [2021-10-28 16:01:04 main:574] : INFO : Epoch 1870 | loss: 0.0311564 | val_loss: 0.0311721 | Time: 3266.76 ms [2021-10-28 16:01:07 main:574] : INFO : Epoch 1871 | loss: 0.0311545 | val_loss: 0.031173 | Time: 3306.15 ms [2021-10-28 16:01:11 main:574] : INFO : Epoch 1872 | loss: 0.0311566 | val_loss: 0.0311726 | Time: 3263.66 ms [2021-10-28 16:01:14 main:574] : INFO : Epoch 1873 | loss: 0.0311549 | val_loss: 0.0311721 | Time: 3292.08 ms [2021-10-28 16:01:17 main:574] : INFO : Epoch 1874 | loss: 0.0311557 | val_loss: 0.0311707 | Time: 3275.68 ms [2021-10-28 16:01:20 main:574] : INFO : Epoch 1875 | loss: 0.0311577 | val_loss: 0.0311754 | Time: 3313.52 ms [2021-10-28 16:01:24 main:574] : INFO : Epoch 1876 | loss: 0.0311577 | val_loss: 0.0311713 | Time: 3310.19 ms [2021-10-28 16:01:27 main:574] : INFO : Epoch 1877 | loss: 0.0311562 | val_loss: 0.0311732 | Time: 3289.51 ms [2021-10-28 16:01:30 main:574] : INFO : Epoch 1878 | loss: 0.031154 | val_loss: 0.0311695 | Time: 3326.09 ms [2021-10-28 16:01:34 main:574] : INFO : Epoch 1879 | loss: 0.0311537 | val_loss: 0.0311709 | Time: 3285.1 ms [2021-10-28 16:01:37 main:574] : INFO : Epoch 1880 | loss: 0.0311528 | val_loss: 0.0311667 | Time: 3316.41 ms [2021-10-28 16:01:40 main:574] : INFO : Epoch 1881 | loss: 0.0311523 | val_loss: 0.0311674 | Time: 3273.8 ms [2021-10-28 16:01:44 main:574] : INFO : Epoch 1882 | loss: 0.0311516 | val_loss: 0.0311678 | Time: 3260.04 ms [2021-10-28 16:01:47 main:574] : INFO : Epoch 1883 | loss: 0.0311547 | val_loss: 0.0311704 | Time: 3297.26 ms [2021-10-28 16:01:50 main:574] : INFO : Epoch 1884 | loss: 0.0311522 | val_loss: 0.0311674 | Time: 3295.46 ms [2021-10-28 16:01:54 main:574] : INFO : Epoch 1885 | loss: 0.0311523 | val_loss: 0.0311668 | Time: 3299.89 ms [2021-10-28 16:01:57 main:574] : INFO : Epoch 1886 | loss: 0.0311519 | val_loss: 0.0311694 | Time: 3312.15 ms [2021-10-28 16:02:00 main:574] : INFO : Epoch 1887 | loss: 0.0311514 | val_loss: 0.031166 | Time: 3295.9 ms [2021-10-28 16:02:04 main:574] : INFO : Epoch 1888 | loss: 0.0311519 | val_loss: 0.0311688 | Time: 3317.7 ms [2021-10-28 16:02:07 main:574] : INFO : Epoch 1889 | loss: 0.0311528 | val_loss: 0.0311709 | Time: 3311.93 ms [2021-10-28 16:02:10 main:574] : INFO : Epoch 1890 | loss: 0.0311514 | val_loss: 0.0311668 | Time: 3300.99 ms [2021-10-28 16:02:14 main:574] : INFO : Epoch 1891 | loss: 0.0311516 | val_loss: 0.0311666 | Time: 3288.77 ms [2021-10-28 16:02:17 main:574] : INFO : Epoch 1892 | loss: 0.0311528 | val_loss: 0.0311687 | Time: 3283.83 ms [2021-10-28 16:02:20 main:574] : INFO : Epoch 1893 | loss: 0.0311528 | val_loss: 0.031171 | Time: 3271.22 ms [2021-10-28 16:02:23 main:574] : INFO : Epoch 1894 | loss: 0.0311518 | val_loss: 0.0311721 | Time: 3201.18 ms [2021-10-28 16:02:27 main:574] : INFO : Epoch 1895 | loss: 0.0311518 | val_loss: 0.0311665 | Time: 3301.64 ms [2021-10-28 16:02:30 main:574] : INFO : Epoch 1896 | loss: 0.0311508 | val_loss: 0.0311685 | Time: 3274.22 ms [2021-10-28 16:02:33 main:574] : INFO : Epoch 1897 | loss: 0.0311502 | val_loss: 0.0311669 | Time: 3271.68 ms [2021-10-28 16:02:37 main:574] : INFO : Epoch 1898 | loss: 0.0311516 | val_loss: 0.0311704 | Time: 3291.81 ms [2021-10-28 16:02:40 main:574] : INFO : Epoch 1899 | loss: 0.0311535 | val_loss: 0.0311672 | Time: 3282.02 ms [2021-10-28 16:02:43 main:574] : INFO : Epoch 1900 | loss: 0.0311593 | val_loss: 0.0311721 | Time: 3274.07 ms [2021-10-28 16:02:46 main:574] : INFO : Epoch 1901 | loss: 0.0311557 | val_loss: 0.0311672 | Time: 3302.64 ms [2021-10-28 16:02:50 main:574] : INFO : Epoch 1902 | loss: 0.0311531 | val_loss: 0.0311677 | Time: 3314.67 ms [2021-10-28 16:02:53 main:574] : INFO : Epoch 1903 | loss: 0.0311507 | val_loss: 0.0311693 | Time: 3290.51 ms [2021-10-28 16:02:56 main:574] : INFO : Epoch 1904 | loss: 0.0311525 | val_loss: 0.031169 | Time: 3266.73 ms [2021-10-28 16:03:00 main:574] : INFO : Epoch 1905 | loss: 0.0311548 | val_loss: 0.0311665 | Time: 3275.45 ms [2021-10-28 16:03:03 main:574] : INFO : Epoch 1906 | loss: 0.0311561 | val_loss: 0.0311668 | Time: 3345.03 ms [2021-10-28 16:03:06 main:574] : INFO : Epoch 1907 | loss: 0.0311564 | val_loss: 0.0311662 | Time: 3269.94 ms [2021-10-28 16:03:10 main:574] : INFO : Epoch 1908 | loss: 0.0311541 | val_loss: 0.0311667 | Time: 3310.35 ms [2021-10-28 16:03:13 main:574] : INFO : Epoch 1909 | loss: 0.0311567 | val_loss: 0.0311711 | Time: 3283.35 ms [2021-10-28 16:03:16 main:574] : INFO : Epoch 1910 | loss: 0.0311581 | val_loss: 0.0311656 | Time: 3303.85 ms [2021-10-28 16:03:20 main:574] : INFO : Epoch 1911 | loss: 0.031154 | val_loss: 0.0311678 | Time: 3278.43 ms [2021-10-28 16:03:23 main:574] : INFO : Epoch 1912 | loss: 0.0311532 | val_loss: 0.0311639 | Time: 3335.81 ms [2021-10-28 16:03:26 main:574] : INFO : Epoch 1913 | loss: 0.0311522 | val_loss: 0.0311644 | Time: 3326.13 ms [2021-10-28 16:03:30 main:574] : INFO : Epoch 1914 | loss: 0.0311509 | val_loss: 0.0311656 | Time: 3292.1 ms [2021-10-28 16:03:33 main:574] : INFO : Epoch 1915 | loss: 0.0311497 | val_loss: 0.0311656 | Time: 3325.06 ms [2021-10-28 16:03:36 main:574] : INFO : Epoch 1916 | loss: 0.0311501 | val_loss: 0.0311682 | Time: 3308.34 ms [2021-10-28 16:03:40 main:574] : INFO : Epoch 1917 | loss: 0.0311503 | val_loss: 0.0311663 | Time: 3289.83 ms [2021-10-28 16:03:43 main:574] : INFO : Epoch 1918 | loss: 0.0311504 | val_loss: 0.0311676 | Time: 3238.79 ms [2021-10-28 16:03:46 main:574] : INFO : Epoch 1919 | loss: 0.0311491 | val_loss: 0.0311682 | Time: 3314.97 ms [2021-10-28 16:03:49 main:574] : INFO : Epoch 1920 | loss: 0.0311484 | val_loss: 0.0311664 | Time: 3313.93 ms [2021-10-28 16:03:53 main:574] : INFO : Epoch 1921 | loss: 0.0311541 | val_loss: 0.0311663 | Time: 3292.7 ms [2021-10-28 16:03:56 main:574] : INFO : Epoch 1922 | loss: 0.0311538 | val_loss: 0.0311669 | Time: 3317.69 ms [2021-10-28 16:03:59 main:574] : INFO : Epoch 1923 | loss: 0.0311521 | val_loss: 0.0311656 | Time: 3337.14 ms [2021-10-28 16:04:03 main:574] : INFO : Epoch 1924 | loss: 0.0311519 | val_loss: 0.031164 | Time: 3308.82 ms [2021-10-28 16:04:06 main:574] : INFO : Epoch 1925 | loss: 0.0311516 | val_loss: 0.0311648 | Time: 3307.19 ms [2021-10-28 16:04:09 main:574] : INFO : Epoch 1926 | loss: 0.0311502 | val_loss: 0.031167 | Time: 3206.22 ms [2021-10-28 16:04:13 main:574] : INFO : Epoch 1927 | loss: 0.0311528 | val_loss: 0.0311643 | Time: 3307.39 ms [2021-10-28 16:04:16 main:574] : INFO : Epoch 1928 | loss: 0.0311526 | val_loss: 0.0311713 | Time: 3364.15 ms [2021-10-28 16:04:19 main:574] : INFO : Epoch 1929 | loss: 0.0311529 | val_loss: 0.0311637 | Time: 3312.67 ms [2021-10-28 16:04:23 main:574] : INFO : Epoch 1930 | loss: 0.0311514 | val_loss: 0.0311628 | Time: 3310.67 ms [2021-10-28 16:04:26 main:574] : INFO : Epoch 1931 | loss: 0.0311528 | val_loss: 0.0311639 | Time: 3340.04 ms [2021-10-28 16:04:29 main:574] : INFO : Epoch 1932 | loss: 0.0311547 | val_loss: 0.0311618 | Time: 3338.97 ms [2021-10-28 16:04:33 main:574] : INFO : Epoch 1933 | loss: 0.0311536 | val_loss: 0.0311618 | Time: 3315.9 ms [2021-10-28 16:04:36 main:574] : INFO : Epoch 1934 | loss: 0.031152 | val_loss: 0.0311677 | Time: 3315.43 ms [2021-10-28 16:04:39 main:574] : INFO : Epoch 1935 | loss: 0.031153 | val_loss: 0.031165 | Time: 3288.51 ms [2021-10-28 16:04:43 main:574] : INFO : Epoch 1936 | loss: 0.0311488 | val_loss: 0.031161 | Time: 3338.57 ms [2021-10-28 16:04:46 main:574] : INFO : Epoch 1937 | loss: 0.0311482 | val_loss: 0.031161 | Time: 3259.49 ms [2021-10-28 16:04:49 main:574] : INFO : Epoch 1938 | loss: 0.0311497 | val_loss: 0.0311631 | Time: 3298.94 ms [2021-10-28 16:04:53 main:574] : INFO : Epoch 1939 | loss: 0.0311463 | val_loss: 0.0311615 | Time: 3322.24 ms [2021-10-28 16:04:56 main:574] : INFO : Epoch 1940 | loss: 0.0311481 | val_loss: 0.0311653 | Time: 3315.19 ms [2021-10-28 16:04:59 main:574] : INFO : Epoch 1941 | loss: 0.0311522 | val_loss: 0.0311628 | Time: 3332.53 ms [2021-10-28 16:05:03 main:574] : INFO : Epoch 1942 | loss: 0.0311524 | val_loss: 0.031164 | Time: 3299.95 ms [2021-10-28 16:05:06 main:574] : INFO : Epoch 1943 | loss: 0.0311498 | val_loss: 0.0311604 | Time: 3076.22 ms [2021-10-28 16:05:09 main:574] : INFO : Epoch 1944 | loss: 0.0311489 | val_loss: 0.0311615 | Time: 3016.72 ms [2021-10-28 16:05:12 main:574] : INFO : Epoch 1945 | loss: 0.0311483 | val_loss: 0.031162 | Time: 3322.68 ms [2021-10-28 16:05:16 main:574] : INFO : Epoch 1946 | loss: 0.0311466 | val_loss: 0.0311622 | Time: 3247.36 ms [2021-10-28 16:05:19 main:574] : INFO : Epoch 1947 | loss: 0.0311466 | val_loss: 0.0311606 | Time: 3309.42 ms [2021-10-28 16:05:22 main:574] : INFO : Epoch 1948 | loss: 0.0311475 | val_loss: 0.0311634 | Time: 3274.23 ms [2021-10-28 16:05:25 main:574] : INFO : Epoch 1949 | loss: 0.0311448 | val_loss: 0.0311648 | Time: 3286.66 ms [2021-10-28 16:05:29 main:574] : INFO : Epoch 1950 | loss: 0.0311501 | val_loss: 0.0311684 | Time: 3319.37 ms [2021-10-28 16:05:32 main:574] : INFO : Epoch 1951 | loss: 0.0311487 | val_loss: 0.0311684 | Time: 3286.43 ms [2021-10-28 16:05:35 main:574] : INFO : Epoch 1952 | loss: 0.0311491 | val_loss: 0.0311626 | Time: 3309.23 ms [2021-10-28 16:05:39 main:574] : INFO : Epoch 1953 | loss: 0.0311487 | val_loss: 0.0311634 | Time: 3229.61 ms [2021-10-28 16:05:42 main:574] : INFO : Epoch 1954 | loss: 0.0311471 | val_loss: 0.031161 | Time: 3232.83 ms [2021-10-28 16:05:45 main:574] : INFO : Epoch 1955 | loss: 0.031147 | val_loss: 0.0311631 | Time: 3225.44 ms [2021-10-28 16:05:48 main:574] : INFO : Epoch 1956 | loss: 0.0311465 | val_loss: 0.0311608 | Time: 3213.54 ms [2021-10-28 16:05:52 main:574] : INFO : Epoch 1957 | loss: 0.0311451 | val_loss: 0.0311605 | Time: 3316.87 ms [2021-10-28 16:05:55 main:574] : INFO : Epoch 1958 | loss: 0.0311477 | val_loss: 0.0311694 | Time: 3233.09 ms [2021-10-28 16:05:58 main:574] : INFO : Epoch 1959 | loss: 0.0311478 | val_loss: 0.0311601 | Time: 3317.41 ms [2021-10-28 16:06:02 main:574] : INFO : Epoch 1960 | loss: 0.0311518 | val_loss: 0.0311656 | Time: 3284.5 ms [2021-10-28 16:06:05 main:574] : INFO : Epoch 1961 | loss: 0.0311497 | val_loss: 0.0311614 | Time: 3303.46 ms [2021-10-28 16:06:08 main:574] : INFO : Epoch 1962 | loss: 0.0311581 | val_loss: 0.0311669 | Time: 3297.65 ms [2021-10-28 16:06:12 main:574] : INFO : Epoch 1963 | loss: 0.0311571 | val_loss: 0.0311624 | Time: 3284.52 ms [2021-10-28 16:06:15 main:574] : INFO : Epoch 1964 | loss: 0.0311528 | val_loss: 0.0311624 | Time: 3365.26 ms [2021-10-28 16:06:18 main:574] : INFO : Epoch 1965 | loss: 0.0311503 | val_loss: 0.0311594 | Time: 3280.52 ms [2021-10-28 16:06:22 main:574] : INFO : Epoch 1966 | loss: 0.0311543 | val_loss: 0.0311618 | Time: 3326.09 ms [2021-10-28 16:06:25 main:574] : INFO : Epoch 1967 | loss: 0.0311531 | val_loss: 0.0311607 | Time: 3259.99 ms [2021-10-28 16:06:28 main:574] : INFO : Epoch 1968 | loss: 0.0311523 | val_loss: 0.0311581 | Time: 3100.7 ms [2021-10-28 16:06:31 main:574] : INFO : Epoch 1969 | loss: 0.031154 | val_loss: 0.0311606 | Time: 3139.28 ms [2021-10-28 16:06:34 main:574] : INFO : Epoch 1970 | loss: 0.0311483 | val_loss: 0.0311572 | Time: 3287.79 ms [2021-10-28 16:06:38 main:574] : INFO : Epoch 1971 | loss: 0.0311474 | val_loss: 0.0311585 | Time: 3300.5 ms [2021-10-28 16:06:41 main:574] : INFO : Epoch 1972 | loss: 0.0311487 | val_loss: 0.0311618 | Time: 3310.93 ms [2021-10-28 16:06:44 main:574] : INFO : Epoch 1973 | loss: 0.0311522 | val_loss: 0.0311579 | Time: 3368.96 ms [2021-10-28 16:06:48 main:574] : INFO : Epoch 1974 | loss: 0.031149 | val_loss: 0.0311545 | Time: 3306.6 ms [2021-10-28 16:06:51 main:574] : INFO : Epoch 1975 | loss: 0.0311469 | val_loss: 0.0311536 | Time: 3315.39 ms [2021-10-28 16:06:54 main:574] : INFO : Epoch 1976 | loss: 0.0311461 | val_loss: 0.0311569 | Time: 3333.39 ms [2021-10-28 16:06:58 main:574] : INFO : Epoch 1977 | loss: 0.0311468 | val_loss: 0.0311621 | Time: 3293.63 ms [2021-10-28 16:07:01 main:574] : INFO : Epoch 1978 | loss: 0.0311468 | val_loss: 0.0311606 | Time: 3276.47 ms [2021-10-28 16:07:04 main:574] : INFO : Epoch 1979 | loss: 0.0311481 | val_loss: 0.0311628 | Time: 3307.39 ms [2021-10-28 16:07:08 main:574] : INFO : Epoch 1980 | loss: 0.0311559 | val_loss: 0.0311666 | Time: 3300.02 ms [2021-10-28 16:07:11 main:574] : INFO : Epoch 1981 | loss: 0.031154 | val_loss: 0.0311646 | Time: 3326.59 ms [2021-10-28 16:07:14 main:574] : INFO : Epoch 1982 | loss: 0.0311517 | val_loss: 0.0311622 | Time: 3336.82 ms [2021-10-28 16:07:18 main:574] : INFO : Epoch 1983 | loss: 0.0311495 | val_loss: 0.0311616 | Time: 3308.34 ms [2021-10-28 16:07:21 main:574] : INFO : Epoch 1984 | loss: 0.0311513 | val_loss: 0.0311586 | Time: 3304.7 ms [2021-10-28 16:07:25 main:574] : INFO : Epoch 1985 | loss: 0.0311485 | val_loss: 0.0311571 | Time: 3343.87 ms [2021-10-28 16:07:28 main:574] : INFO : Epoch 1986 | loss: 0.0311534 | val_loss: 0.0311594 | Time: 3340.04 ms [2021-10-28 16:07:31 main:574] : INFO : Epoch 1987 | loss: 0.0311547 | val_loss: 0.0311569 | Time: 3301.51 ms [2021-10-28 16:07:34 main:574] : INFO : Epoch 1988 | loss: 0.031153 | val_loss: 0.0311554 | Time: 3301.57 ms [2021-10-28 16:07:38 main:574] : INFO : Epoch 1989 | loss: 0.0311505 | val_loss: 0.0311597 | Time: 3297.13 ms [2021-10-28 16:07:41 main:574] : INFO : Epoch 1990 | loss: 0.031151 | val_loss: 0.0311564 | Time: 3311.26 ms [2021-10-28 16:07:44 main:574] : INFO : Epoch 1991 | loss: 0.0311516 | val_loss: 0.0311615 | Time: 3348.32 ms [2021-10-28 16:07:48 main:574] : INFO : Epoch 1992 | loss: 0.0311487 | val_loss: 0.0311511 | Time: 3304.33 ms [2021-10-28 16:07:51 main:574] : INFO : Epoch 1993 | loss: 0.0311484 | val_loss: 0.0311599 | Time: 3291.04 ms [2021-10-28 16:07:54 main:574] : INFO : Epoch 1994 | loss: 0.0311494 | val_loss: 0.0311615 | Time: 3301.99 ms [2021-10-28 16:07:58 main:574] : INFO : Epoch 1995 | loss: 0.0311493 | val_loss: 0.031153 | Time: 3280.92 ms [2021-10-28 16:08:01 main:574] : INFO : Epoch 1996 | loss: 0.0311465 | val_loss: 0.0311569 | Time: 3293.15 ms [2021-10-28 16:08:04 main:574] : INFO : Epoch 1997 | loss: 0.0311488 | val_loss: 0.0311541 | Time: 3287.11 ms [2021-10-28 16:08:08 main:574] : INFO : Epoch 1998 | loss: 0.031146 | val_loss: 0.0311566 | Time: 3253.31 ms [2021-10-28 16:08:11 main:574] : INFO : Epoch 1999 | loss: 0.031144 | val_loss: 0.031153 | Time: 3295.76 ms [2021-10-28 16:08:14 main:574] : INFO : Epoch 2000 | loss: 0.031143 | val_loss: 0.0311529 | Time: 3309.54 ms [2021-10-28 16:08:18 main:574] : INFO : Epoch 2001 | loss: 0.0311425 | val_loss: 0.0311601 | Time: 3321.02 ms [2021-10-28 16:08:21 main:574] : INFO : Epoch 2002 | loss: 0.0311458 | val_loss: 0.0311571 | Time: 3328.71 ms [2021-10-28 16:08:24 main:574] : INFO : Epoch 2003 | loss: 0.0311449 | val_loss: 0.0311529 | Time: 3272.08 ms [2021-10-28 16:08:28 main:574] : INFO : Epoch 2004 | loss: 0.0311444 | val_loss: 0.0311538 | Time: 3295.45 ms [2021-10-28 16:08:31 main:574] : INFO : Epoch 2005 | loss: 0.0311441 | val_loss: 0.0311652 | Time: 3310.31 ms [2021-10-28 16:08:34 main:574] : INFO : Epoch 2006 | loss: 0.0311473 | val_loss: 0.0311523 | Time: 3293.77 ms [2021-10-28 16:08:37 main:574] : INFO : Epoch 2007 | loss: 0.0311435 | val_loss: 0.031155 | Time: 3280.82 ms [2021-10-28 16:08:41 main:574] : INFO : Epoch 2008 | loss: 0.0311423 | val_loss: 0.0311495 | Time: 3268.16 ms [2021-10-28 16:08:44 main:574] : INFO : Epoch 2009 | loss: 0.0311436 | val_loss: 0.031157 | Time: 3344.62 ms [2021-10-28 16:08:47 main:574] : INFO : Epoch 2010 | loss: 0.0311462 | val_loss: 0.0311578 | Time: 3320.04 ms [2021-10-28 16:08:51 main:574] : INFO : Epoch 2011 | loss: 0.0311433 | val_loss: 0.0311536 | Time: 3315.64 ms [2021-10-28 16:08:54 main:574] : INFO : Epoch 2012 | loss: 0.0311423 | val_loss: 0.031155 | Time: 3305.14 ms [2021-10-28 16:08:57 main:574] : INFO : Epoch 2013 | loss: 0.0311434 | val_loss: 0.0311546 | Time: 3315.93 ms [2021-10-28 16:09:01 main:574] : INFO : Epoch 2014 | loss: 0.0311419 | val_loss: 0.0311566 | Time: 3286.92 ms [2021-10-28 16:09:04 main:574] : INFO : Epoch 2015 | loss: 0.0311442 | val_loss: 0.0311576 | Time: 3329.64 ms [2021-10-28 16:09:07 main:574] : INFO : Epoch 2016 | loss: 0.0311439 | val_loss: 0.0311551 | Time: 3318.07 ms [2021-10-28 16:09:11 main:574] : INFO : Epoch 2017 | loss: 0.031144 | val_loss: 0.0311531 | Time: 3299.21 ms [2021-10-28 16:09:14 main:574] : INFO : Epoch 2018 | loss: 0.0311425 | val_loss: 0.0311535 | Time: 3313.96 ms [2021-10-28 16:09:17 main:574] : INFO : Epoch 2019 | loss: 0.0311422 | val_loss: 0.0311533 | Time: 3287.61 ms [2021-10-28 16:09:21 main:574] : INFO : Epoch 2020 | loss: 0.0311402 | val_loss: 0.0311521 | Time: 3308.09 ms [2021-10-28 16:09:24 main:574] : INFO : Epoch 2021 | loss: 0.0311405 | val_loss: 0.0311509 | Time: 3285.03 ms [2021-10-28 16:09:27 main:574] : INFO : Epoch 2022 | loss: 0.0311396 | val_loss: 0.0311533 | Time: 3279.52 ms [2021-10-28 16:09:31 main:574] : INFO : Epoch 2023 | loss: 0.0311382 | val_loss: 0.0311503 | Time: 3286.9 ms [2021-10-28 16:09:34 main:574] : INFO : Epoch 2024 | loss: 0.0311395 | val_loss: 0.0311493 | Time: 3328.01 ms [2021-10-28 16:09:37 main:574] : INFO : Epoch 2025 | loss: 0.0311366 | val_loss: 0.0311494 | Time: 3277.79 ms [2021-10-28 16:09:41 main:574] : INFO : Epoch 2026 | loss: 0.0311376 | val_loss: 0.0311524 | Time: 3322.98 ms [2021-10-28 16:09:44 main:574] : INFO : Epoch 2027 | loss: 0.031142 | val_loss: 0.0311541 | Time: 3293.01 ms [2021-10-28 16:09:47 main:574] : INFO : Epoch 2028 | loss: 0.0311402 | val_loss: 0.0311526 | Time: 3280.32 ms [2021-10-28 16:09:51 main:574] : INFO : Epoch 2029 | loss: 0.0311423 | val_loss: 0.03116 | Time: 3322.49 ms [2021-10-28 16:09:54 main:574] : INFO : Epoch 2030 | loss: 0.0311497 | val_loss: 0.0311577 | Time: 3330.47 ms [2021-10-28 16:09:57 main:574] : INFO : Epoch 2031 | loss: 0.0311535 | val_loss: 0.0311525 | Time: 3290.55 ms [2021-10-28 16:10:00 main:574] : INFO : Epoch 2032 | loss: 0.0311503 | val_loss: 0.0311501 | Time: 3258.98 ms [2021-10-28 16:10:04 main:574] : INFO : Epoch 2033 | loss: 0.0311477 | val_loss: 0.0311521 | Time: 3283.12 ms [2021-10-28 16:10:07 main:574] : INFO : Epoch 2034 | loss: 0.031143 | val_loss: 0.0311482 | Time: 3324.39 ms [2021-10-28 16:10:10 main:574] : INFO : Epoch 2035 | loss: 0.0311402 | val_loss: 0.0311498 | Time: 3297.58 ms [2021-10-28 16:10:14 main:574] : INFO : Epoch 2036 | loss: 0.0311409 | val_loss: 0.0311485 | Time: 3291.27 ms [2021-10-28 16:10:17 main:574] : INFO : Epoch 2037 | loss: 0.0311391 | val_loss: 0.0311467 | Time: 3314.82 ms [2021-10-28 16:10:20 main:574] : INFO : Epoch 2038 | loss: 0.031137 | val_loss: 0.0311484 | Time: 3296.55 ms [2021-10-28 16:10:24 main:574] : INFO : Epoch 2039 | loss: 0.0311356 | val_loss: 0.0311467 | Time: 3288.82 ms [2021-10-28 16:10:27 main:574] : INFO : Epoch 2040 | loss: 0.0311329 | val_loss: 0.0311448 | Time: 3290.99 ms [2021-10-28 16:10:30 main:574] : INFO : Epoch 2041 | loss: 0.0311395 | val_loss: 0.0311542 | Time: 3340.94 ms [2021-10-28 16:10:34 main:574] : INFO : Epoch 2042 | loss: 0.0311452 | val_loss: 0.0311452 | Time: 3317.29 ms [2021-10-28 16:10:37 main:574] : INFO : Epoch 2043 | loss: 0.0311407 | val_loss: 0.0311455 | Time: 3290.21 ms [2021-10-28 16:10:40 main:574] : INFO : Epoch 2044 | loss: 0.0311374 | val_loss: 0.0311447 | Time: 3282.01 ms [2021-10-28 16:10:44 main:574] : INFO : Epoch 2045 | loss: 0.031137 | val_loss: 0.0311437 | Time: 3301.18 ms [2021-10-28 16:10:47 main:574] : INFO : Epoch 2046 | loss: 0.0311355 | val_loss: 0.0311412 | Time: 3313.19 ms [2021-10-28 16:10:50 main:574] : INFO : Epoch 2047 | loss: 0.0311336 | val_loss: 0.0311453 | Time: 3272.91 ms [2021-10-28 16:10:54 main:574] : INFO : Epoch 2048 | loss: 0.0311356 | val_loss: 0.0311445 | Time: 3296.11 ms [2021-10-28 16:10:54 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311445 [2021-10-28 16:10:54 main:603] : INFO : Saving end state to config to file [2021-10-28 16:10:54 main:608] : INFO : Success, exiting.. 16:10:54 (25276): 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)