Task 4609284
| Name | ParityModified-1617246943-28930-1_0 |
| Workunit | 2624870 |
| Created | 3 Apr 2021, 15:01:38 UTC |
| Sent | 11 Apr 2021, 2:01:49 UTC |
| Report deadline | 18 Apr 2021, 2:01:49 UTC |
| Received | 12 Apr 2021, 21:05:45 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7896 |
| Run time | 1 hours 51 min 4 sec |
| CPU time | 1 hours 39 min 54 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 3,940.65 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.62 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 9 ms [2021-04-12 22:38:00 main:574] : INFO : Epoch 1542 | loss: 0.0312317 | val_loss: 0.0312272 | Time: 3170.85 ms [2021-04-12 22:38:03 main:574] : INFO : Epoch 1543 | loss: 0.0312326 | val_loss: 0.031226 | Time: 3216.2 ms [2021-04-12 22:38:07 main:574] : INFO : Epoch 1544 | loss: 0.03123 | val_loss: 0.031226 | Time: 3626.89 ms [2021-04-12 22:38:10 main:574] : INFO : Epoch 1545 | loss: 0.03123 | val_loss: 0.0312272 | Time: 3174.25 ms [2021-04-12 22:38:13 main:574] : INFO : Epoch 1546 | loss: 0.0312304 | val_loss: 0.0312277 | Time: 3151.2 ms [2021-04-12 22:38:17 main:574] : INFO : Epoch 1547 | loss: 0.0312306 | val_loss: 0.031226 | Time: 3240.51 ms [2021-04-12 22:38:20 main:574] : INFO : Epoch 1548 | loss: 0.0312298 | val_loss: 0.0312271 | Time: 3132.48 ms [2021-04-12 22:38:23 main:574] : INFO : Epoch 1549 | loss: 0.0312308 | val_loss: 0.0312268 | Time: 3200.86 ms [2021-04-12 22:38:26 main:574] : INFO : Epoch 1550 | loss: 0.03123 | val_loss: 0.0312271 | Time: 3382.12 ms [2021-04-12 22:38:30 main:574] : INFO : Epoch 1551 | loss: 0.0312312 | val_loss: 0.031226 | Time: 3114.09 ms [2021-04-12 22:38:33 main:574] : INFO : Epoch 1552 | loss: 0.0312298 | val_loss: 0.0312263 | Time: 3150.23 ms [2021-04-12 22:38:36 main:574] : INFO : Epoch 1553 | loss: 0.0312303 | val_loss: 0.031227 | Time: 3132.54 ms [2021-04-12 22:38:39 main:574] : INFO : Epoch 1554 | loss: 0.0312328 | val_loss: 0.031228 | Time: 3107.91 ms [2021-04-12 22:38:42 main:574] : INFO : Epoch 1555 | loss: 0.0312311 | val_loss: 0.0312312 | Time: 3166.28 ms [2021-04-12 22:38:46 main:574] : INFO : Epoch 1556 | loss: 0.0312346 | val_loss: 0.0312271 | Time: 3173.03 ms [2021-04-12 22:38:49 main:574] : INFO : Epoch 1557 | loss: 0.0312325 | val_loss: 0.0312282 | Time: 3155.52 ms [2021-04-12 22:38:52 main:574] : INFO : Epoch 1558 | loss: 0.0312305 | val_loss: 0.0312263 | Time: 3276.05 ms [2021-04-12 22:38:55 main:574] : INFO : Epoch 1559 | loss: 0.0312296 | val_loss: 0.0312284 | Time: 3189.48 ms [2021-04-12 22:38:59 main:574] : INFO : Epoch 1560 | loss: 0.0312302 | val_loss: 0.0312269 | Time: 3157.56 ms [2021-04-12 22:39:02 main:574] : INFO : Epoch 1561 | loss: 0.0312304 | val_loss: 0.0312261 | Time: 3162.64 ms [2021-04-12 22:39:05 main:574] : INFO : Epoch 1562 | loss: 0.0312313 | val_loss: 0.0312282 | Time: 3159.88 ms [2021-04-12 22:39:08 main:574] : INFO : Epoch 1563 | loss: 0.0312305 | val_loss: 0.0312268 | Time: 3179.71 ms [2021-04-12 22:39:11 main:574] : INFO : Epoch 1564 | loss: 0.0312314 | val_loss: 0.031227 | Time: 3117.17 ms [2021-04-12 22:39:15 main:574] : INFO : Epoch 1565 | loss: 0.0312324 | val_loss: 0.0312287 | Time: 3168.99 ms [2021-04-12 22:39:18 main:574] : INFO : Epoch 1566 | loss: 0.0312315 | val_loss: 0.0312267 | Time: 3136.28 ms [2021-04-12 22:39:21 main:574] : INFO : Epoch 1567 | loss: 0.0312302 | val_loss: 0.0312262 | Time: 3160.6 ms [2021-04-12 22:39:24 main:574] : INFO : Epoch 1568 | loss: 0.0312298 | val_loss: 0.031227 | Time: 3160.34 ms [2021-04-12 22:39:28 main:574] : INFO : Epoch 1569 | loss: 0.0312298 | val_loss: 0.0312283 | Time: 3248.82 ms [2021-04-12 22:39:31 main:574] : INFO : Epoch 1570 | loss: 0.0312305 | val_loss: 0.0312261 | Time: 3140.33 ms [2021-04-12 22:39:34 main:574] : INFO : Epoch 1571 | loss: 0.0312299 | val_loss: 0.0312269 | Time: 3196.02 ms [2021-04-12 22:39:37 main:574] : INFO : Epoch 1572 | loss: 0.031231 | val_loss: 0.0312265 | Time: 3189.93 ms [2021-04-12 22:39:40 main:574] : INFO : Epoch 1573 | loss: 0.0312311 | val_loss: 0.0312285 | Time: 3160.47 ms [2021-04-12 22:39:44 main:574] : INFO : Epoch 1574 | loss: 0.0312316 | val_loss: 0.0312262 | Time: 3161.86 ms [2021-04-12 22:39:47 main:574] : INFO : Epoch 1575 | loss: 0.0312296 | val_loss: 0.0312267 | Time: 3178.06 ms [2021-04-12 22:39:50 main:574] : INFO : Epoch 1576 | loss: 0.0312307 | val_loss: 0.0312283 | Time: 3168.21 ms [2021-04-12 22:39:53 main:574] : INFO : Epoch 1577 | loss: 0.0312314 | val_loss: 0.0312265 | Time: 3160.38 ms [2021-04-12 22:39:57 main:574] : INFO : Epoch 1578 | loss: 0.0312308 | val_loss: 0.0312287 | Time: 3215.07 ms [2021-04-12 22:40:00 main:574] : INFO : Epoch 1579 | loss: 0.0312311 | val_loss: 0.0312261 | Time: 3160.74 ms [2021-04-12 22:40:03 main:574] : INFO : Epoch 1580 | loss: 0.0312298 | val_loss: 0.0312278 | Time: 3164.65 ms [2021-04-12 22:40:06 main:574] : INFO : Epoch 1581 | loss: 0.0312314 | val_loss: 0.0312271 | Time: 3131.16 ms [2021-04-12 22:40:09 main:574] : INFO : Epoch 1582 | loss: 0.0312336 | val_loss: 0.031231 | Time: 3144.84 ms [2021-04-12 22:40:13 main:574] : INFO : Epoch 1583 | loss: 0.0312307 | val_loss: 0.0312265 | Time: 3164.08 ms [2021-04-12 22:40:16 main:574] : INFO : Epoch 1584 | loss: 0.0312305 | val_loss: 0.0312276 | Time: 3170.03 ms [2021-04-12 22:40:19 main:574] : INFO : Epoch 1585 | loss: 0.0312315 | val_loss: 0.0312307 | Time: 3166.17 ms [2021-04-12 22:40:22 main:574] : INFO : Epoch 1586 | loss: 0.0312341 | val_loss: 0.0312308 | Time: 3144.73 ms [2021-04-12 22:40:25 main:574] : INFO : Epoch 1587 | loss: 0.0312315 | val_loss: 0.0312291 | Time: 3259.28 ms [2021-04-12 22:40:29 main:574] : INFO : Epoch 1588 | loss: 0.0312309 | val_loss: 0.0312295 | Time: 3161.04 ms [2021-04-12 22:40:32 main:574] : INFO : Epoch 1589 | loss: 0.0312312 | val_loss: 0.0312261 | Time: 3155.02 ms [2021-04-12 22:40:35 main:574] : INFO : Epoch 1590 | loss: 0.0312309 | val_loss: 0.031226 | Time: 3240.57 ms [2021-04-12 22:40:38 main:574] : INFO : Epoch 1591 | loss: 0.0312299 | val_loss: 0.0312275 | Time: 3189.43 ms [2021-04-12 22:40:42 main:574] : INFO : Epoch 1592 | loss: 0.0312304 | val_loss: 0.0312266 | Time: 3136.38 ms [2021-04-12 22:40:45 main:574] : INFO : Epoch 1593 | loss: 0.0312298 | val_loss: 0.0312258 | Time: 3217.93 ms [2021-04-12 22:40:48 main:574] : INFO : Epoch 1594 | loss: 0.0312302 | val_loss: 0.031227 | Time: 3160.75 ms [2021-04-12 22:40:51 main:574] : INFO : Epoch 1595 | loss: 0.0312301 | val_loss: 0.0312283 | Time: 3150.89 ms [2021-04-12 22:40:55 main:574] : INFO : Epoch 1596 | loss: 0.0312308 | val_loss: 0.0312262 | Time: 3226.01 ms [2021-04-12 22:40:58 main:574] : INFO : Epoch 1597 | loss: 0.0312298 | val_loss: 0.0312257 | Time: 3261.59 ms [2021-04-12 22:41:01 main:574] : INFO : Epoch 1598 | loss: 0.0312304 | val_loss: 0.0312262 | Time: 3154.25 ms [2021-04-12 22:41:04 main:574] : INFO : Epoch 1599 | loss: 0.0312304 | val_loss: 0.0312262 | Time: 3173.77 ms [2021-04-12 22:41:08 main:574] : INFO : Epoch 1600 | loss: 0.0312302 | val_loss: 0.0312261 | Time: 3459.96 ms [2021-04-12 22:41:11 main:574] : INFO : Epoch 1601 | loss: 0.0312298 | val_loss: 0.031226 | Time: 3175.85 ms [2021-04-12 22:41:14 main:574] : INFO : Epoch 1602 | loss: 0.0312304 | val_loss: 0.0312265 | Time: 3296.45 ms [2021-04-12 22:41:18 main:574] : INFO : Epoch 1603 | loss: 0.0312295 | val_loss: 0.0312265 | Time: 3221.17 ms [2021-04-12 22:41:21 main:574] : INFO : Epoch 1604 | loss: 0.0312298 | val_loss: 0.0312277 | Time: 3191.53 ms [2021-04-12 22:41:24 main:574] : INFO : Epoch 1605 | loss: 0.0312309 | val_loss: 0.0312262 | Time: 3154.12 ms [2021-04-12 22:41:27 main:574] : INFO : Epoch 1606 | loss: 0.0312301 | val_loss: 0.0312264 | Time: 3153.15 ms [2021-04-12 22:41:31 main:574] : INFO : Epoch 1607 | loss: 0.0312299 | val_loss: 0.0312268 | Time: 3269.67 ms [2021-04-12 22:41:34 main:574] : INFO : Epoch 1608 | loss: 0.0312306 | val_loss: 0.0312344 | Time: 3166.97 ms [2021-04-12 22:41:37 main:574] : INFO : Epoch 1609 | loss: 0.0312309 | val_loss: 0.031226 | Time: 3197.58 ms [2021-04-12 22:41:40 main:574] : INFO : Epoch 1610 | loss: 0.03123 | val_loss: 0.0312261 | Time: 3153.03 ms [2021-04-12 22:41:43 main:574] : INFO : Epoch 1611 | loss: 0.0312309 | val_loss: 0.0312263 | Time: 3164.31 ms [2021-04-12 22:41:47 main:574] : INFO : Epoch 1612 | loss: 0.031232 | val_loss: 0.0312263 | Time: 3226.36 ms [2021-04-12 22:41:50 main:574] : INFO : Epoch 1613 | loss: 0.0312307 | val_loss: 0.0312302 | Time: 3155.24 ms [2021-04-12 22:41:53 main:574] : INFO : Epoch 1614 | loss: 0.0312315 | val_loss: 0.0312285 | Time: 3158.6 ms [2021-04-12 22:41:56 main:574] : INFO : Epoch 1615 | loss: 0.0312322 | val_loss: 0.0312291 | Time: 3154.17 ms [2021-04-12 22:41:59 main:574] : INFO : Epoch 1616 | loss: 0.0312302 | val_loss: 0.0312262 | Time: 3217.67 ms [2021-04-12 22:42:03 main:574] : INFO : Epoch 1617 | loss: 0.0312299 | val_loss: 0.0312265 | Time: 3236.54 ms [2021-04-12 22:42:06 main:574] : INFO : Epoch 1618 | loss: 0.031231 | val_loss: 0.031226 | Time: 3161.4 ms [2021-04-12 22:42:09 main:574] : INFO : Epoch 1619 | loss: 0.031232 | val_loss: 0.0312274 | Time: 3139.11 ms [2021-04-12 22:42:12 main:574] : INFO : Epoch 1620 | loss: 0.0312307 | val_loss: 0.0312263 | Time: 3147.06 ms [2021-04-12 22:42:16 main:574] : INFO : Epoch 1621 | loss: 0.0312299 | val_loss: 0.031226 | Time: 3155.38 ms [2021-04-12 22:42:19 main:574] : INFO : Epoch 1622 | loss: 0.03123 | val_loss: 0.0312266 | Time: 3185.48 ms [2021-04-12 22:42:22 main:574] : INFO : Epoch 1623 | loss: 0.0312295 | val_loss: 0.0312262 | Time: 3176.61 ms [2021-04-12 22:42:25 main:574] : INFO : Epoch 1624 | loss: 0.03123 | val_loss: 0.0312258 | Time: 3150.02 ms [2021-04-12 22:42:28 main:574] : INFO : Epoch 1625 | loss: 0.0312309 | val_loss: 0.031227 | Time: 3234.66 ms [2021-04-12 22:42:32 main:574] : INFO : Epoch 1626 | loss: 0.0312301 | val_loss: 0.0312259 | Time: 3168.3 ms [2021-04-12 22:42:35 main:574] : INFO : Epoch 1627 | loss: 0.0312298 | val_loss: 0.0312267 | Time: 3201.28 ms [2021-04-12 22:42:38 main:574] : INFO : Epoch 1628 | loss: 0.0312304 | val_loss: 0.0312277 | Time: 3170.46 ms [2021-04-12 22:42:41 main:574] : INFO : Epoch 1629 | loss: 0.03123 | val_loss: 0.0312261 | Time: 3148.37 ms [2021-04-12 22:42:44 main:574] : INFO : Epoch 1630 | loss: 0.0312311 | val_loss: 0.0312264 | Time: 3189.44 ms [2021-04-12 22:42:48 main:574] : INFO : Epoch 1631 | loss: 0.0312303 | val_loss: 0.0312264 | Time: 3254.64 ms [2021-04-12 22:42:51 main:574] : INFO : Epoch 1632 | loss: 0.0312307 | val_loss: 0.0312283 | Time: 3136.34 ms [2021-04-12 22:42:54 main:574] : INFO : Epoch 1633 | loss: 0.0312308 | val_loss: 0.0312269 | Time: 3145.45 ms [2021-04-12 22:42:58 main:574] : INFO : Epoch 1634 | loss: 0.0312296 | val_loss: 0.031226 | Time: 3372.51 ms [2021-04-12 22:43:01 main:574] : INFO : Epoch 1635 | loss: 0.0312308 | val_loss: 0.0312283 | Time: 3191.33 ms [2021-04-12 22:43:04 main:574] : INFO : Epoch 1636 | loss: 0.0312317 | val_loss: 0.0312269 | Time: 3188.7 ms [2021-04-12 22:43:07 main:574] : INFO : Epoch 1637 | loss: 0.0312302 | val_loss: 0.031228 | Time: 3125.18 ms [2021-04-12 22:43:11 main:574] : INFO : Epoch 1638 | loss: 0.0312297 | val_loss: 0.0312258 | Time: 3194.74 ms [2021-04-12 22:43:14 main:574] : INFO : Epoch 1639 | loss: 0.0312297 | val_loss: 0.0312257 | Time: 3162.39 ms [2021-04-12 22:43:17 main:574] : INFO : Epoch 1640 | loss: 0.0312313 | val_loss: 0.0312268 | Time: 3389.54 ms [2021-04-12 22:43:21 main:574] : INFO : Epoch 1641 | loss: 0.0312304 | val_loss: 0.0312264 | Time: 3249.79 ms [2021-04-12 22:43:24 main:574] : INFO : Epoch 1642 | loss: 0.0312303 | val_loss: 0.0312291 | Time: 3129.98 ms [2021-04-12 22:43:27 main:574] : INFO : Epoch 1643 | loss: 0.0312319 | val_loss: 0.0312259 | Time: 3149.32 ms [2021-04-12 22:43:30 main:574] : INFO : Epoch 1644 | loss: 0.0312299 | val_loss: 0.0312259 | Time: 3254.7 ms [2021-04-12 22:43:33 main:574] : INFO : Epoch 1645 | loss: 0.0312296 | val_loss: 0.031226 | Time: 3160.39 ms [2021-04-12 22:43:37 main:574] : INFO : Epoch 1646 | loss: 0.0312299 | val_loss: 0.0312272 | Time: 3184.84 ms [2021-04-12 22:43:40 main:574] : INFO : Epoch 1647 | loss: 0.0312303 | val_loss: 0.0312269 | Time: 3327.64 ms [2021-04-12 22:43:43 main:574] : INFO : Epoch 1648 | loss: 0.0312298 | val_loss: 0.0312262 | Time: 3146.17 ms [2021-04-12 22:43:46 main:574] : INFO : Epoch 1649 | loss: 0.0312299 | val_loss: 0.031227 | Time: 3175.48 ms [2021-04-12 22:43:50 main:574] : INFO : Epoch 1650 | loss: 0.0312297 | val_loss: 0.0312281 | Time: 3168.5 ms [2021-04-12 22:43:53 main:574] : INFO : Epoch 1651 | loss: 0.0312305 | val_loss: 0.0312276 | Time: 3149.24 ms [2021-04-12 22:43:56 main:574] : INFO : Epoch 1652 | loss: 0.0312305 | val_loss: 0.0312275 | Time: 3163.52 ms [2021-04-12 22:43:59 main:574] : INFO : Epoch 1653 | loss: 0.0312309 | val_loss: 0.0312268 | Time: 3390.07 ms [2021-04-12 22:44:03 main:574] : INFO : Epoch 1654 | loss: 0.0312331 | val_loss: 0.0313389 | Time: 3131.77 ms [2021-04-12 22:44:06 main:574] : INFO : Epoch 1655 | loss: 0.0378541 | val_loss: 0.0335325 | Time: 3136.65 ms [2021-04-12 22:44:09 main:574] : INFO : Epoch 1656 | loss: 0.0421228 | val_loss: 0.0314569 | Time: 3147.61 ms [2021-04-12 22:44:12 main:574] : INFO : Epoch 1657 | loss: 0.0321918 | val_loss: 0.0316292 | Time: 3304.63 ms [2021-04-12 22:44:16 main:574] : INFO : Epoch 1658 | loss: 0.0313933 | val_loss: 0.0313267 | Time: 3128.09 ms [2021-04-12 22:44:19 main:574] : INFO : Epoch 1659 | loss: 0.0312845 | val_loss: 0.0312618 | Time: 3173.16 ms [2021-04-12 22:44:22 main:574] : INFO : Epoch 1660 | loss: 0.0312553 | val_loss: 0.0312486 | Time: 3209.5 ms [2021-04-12 22:44:25 main:574] : INFO : Epoch 1661 | loss: 0.0312473 | val_loss: 0.0312436 | Time: 3142.42 ms [2021-04-12 22:44:28 main:574] : INFO : Epoch 1662 | loss: 0.0312435 | val_loss: 0.0312409 | Time: 3180.85 ms [2021-04-12 22:44:32 main:574] : INFO : Epoch 1663 | loss: 0.0312415 | val_loss: 0.0312388 | Time: 3359.51 ms [2021-04-12 22:44:35 main:574] : INFO : Epoch 1664 | loss: 0.0312397 | val_loss: 0.0312374 | Time: 3130.74 ms [2021-04-12 22:44:38 main:574] : INFO : Epoch 1665 | loss: 0.0312385 | val_loss: 0.0312361 | Time: 3133.43 ms [2021-04-12 22:44:42 main:574] : INFO : Epoch 1666 | loss: 0.0312374 | val_loss: 0.0312351 | Time: 3482.75 ms [2021-04-12 22:44:45 main:574] : INFO : Epoch 1667 | loss: 0.0312366 | val_loss: 0.0312343 | Time: 3196.71 ms [2021-04-12 22:44:48 main:574] : INFO : Epoch 1668 | loss: 0.031236 | val_loss: 0.0312336 | Time: 3169.4 ms [2021-04-12 22:44:51 main:574] : INFO : Epoch 1669 | loss: 0.0312354 | val_loss: 0.0312336 | Time: 3141.38 ms [2021-04-12 22:44:55 main:574] : INFO : Epoch 1670 | loss: 0.0312351 | val_loss: 0.0312324 | Time: 3162.06 ms [2021-04-12 22:44:58 main:574] : INFO : Epoch 1671 | loss: 0.0312346 | val_loss: 0.0312329 | Time: 3163.93 ms [2021-04-12 22:45:01 main:574] : INFO : Epoch 1672 | loss: 0.0312343 | val_loss: 0.0312316 | Time: 3136.38 ms [2021-04-12 22:45:04 main:574] : INFO : Epoch 1673 | loss: 0.0312338 | val_loss: 0.0312317 | Time: 3122.65 ms [2021-04-12 22:45:07 main:574] : INFO : Epoch 1674 | loss: 0.0312337 | val_loss: 0.031231 | Time: 3130.6 ms [2021-04-12 22:45:10 main:574] : INFO : Epoch 1675 | loss: 0.0312334 | val_loss: 0.0312308 | Time: 3193.4 ms [2021-04-12 22:45:14 main:574] : INFO : Epoch 1676 | loss: 0.031233 | val_loss: 0.031231 | Time: 3146.97 ms [2021-04-12 22:45:17 main:574] : INFO : Epoch 1677 | loss: 0.031233 | val_loss: 0.0312303 | Time: 3203.49 ms [2021-04-12 22:45:20 main:574] : INFO : Epoch 1678 | loss: 0.0312326 | val_loss: 0.0312302 | Time: 3153.33 ms [2021-04-12 22:45:23 main:574] : INFO : Epoch 1679 | loss: 0.0312323 | val_loss: 0.0312297 | Time: 3167.29 ms [2021-04-12 22:45:26 main:574] : INFO : Epoch 1680 | loss: 0.0312323 | val_loss: 0.0312294 | Time: 3142.06 ms [2021-04-12 22:45:30 main:574] : INFO : Epoch 1681 | loss: 0.0312324 | val_loss: 0.0312297 | Time: 3188.13 ms [2021-04-12 22:45:33 main:574] : INFO : Epoch 1682 | loss: 0.0312323 | val_loss: 0.0312299 | Time: 3157.13 ms [2021-04-12 22:45:36 main:574] : INFO : Epoch 1683 | loss: 0.0312318 | val_loss: 0.0312293 | Time: 3156 ms [2021-04-12 22:45:39 main:574] : INFO : Epoch 1684 | loss: 0.0312318 | val_loss: 0.031229 | Time: 3158.03 ms [2021-04-12 22:45:43 main:574] : INFO : Epoch 1685 | loss: 0.0312315 | val_loss: 0.0312288 | Time: 3316.55 ms [2021-04-12 22:45:46 main:574] : INFO : Epoch 1686 | loss: 0.0312315 | val_loss: 0.0312287 | Time: 3145.73 ms [2021-04-12 22:45:49 main:574] : INFO : Epoch 1687 | loss: 0.0312312 | val_loss: 0.0312286 | Time: 3216.26 ms [2021-04-12 22:45:52 main:574] : INFO : Epoch 1688 | loss: 0.031232 | val_loss: 0.0312287 | Time: 3141.26 ms [2021-04-12 22:45:56 main:574] : INFO : Epoch 1689 | loss: 0.0312315 | val_loss: 0.0312285 | Time: 3167.11 ms [2021-04-12 22:45:59 main:574] : INFO : Epoch 1690 | loss: 0.0312312 | val_loss: 0.0312288 | Time: 3173.02 ms [2021-04-12 22:46:02 main:574] : INFO : Epoch 1691 | loss: 0.0312311 | val_loss: 0.0312285 | Time: 3246.77 ms [2021-04-12 22:46:05 main:574] : INFO : Epoch 1692 | loss: 0.0312311 | val_loss: 0.0312282 | Time: 3231.54 ms [2021-04-12 22:46:09 main:574] : INFO : Epoch 1693 | loss: 0.0312309 | val_loss: 0.0312284 | Time: 3159.1 ms [2021-04-12 22:46:12 main:574] : INFO : Epoch 1694 | loss: 0.031231 | val_loss: 0.0312282 | Time: 3162.69 ms [2021-04-12 22:46:15 main:574] : INFO : Epoch 1695 | loss: 0.0312309 | val_loss: 0.0312279 | Time: 3203.06 ms [2021-04-12 22:46:18 main:574] : INFO : Epoch 1696 | loss: 0.0312311 | val_loss: 0.0312282 | Time: 3169.98 ms [2021-04-12 22:46:21 main:574] : INFO : Epoch 1697 | loss: 0.0312313 | val_loss: 0.0312286 | Time: 3189.49 ms [2021-04-12 22:46:25 main:574] : INFO : Epoch 1698 | loss: 0.031231 | val_loss: 0.031228 | Time: 3161.69 ms [2021-04-12 22:46:28 main:574] : INFO : Epoch 1699 | loss: 0.0312307 | val_loss: 0.031228 | Time: 3133.88 ms [2021-04-12 22:46:31 main:574] : INFO : Epoch 1700 | loss: 0.0312311 | val_loss: 0.0312278 | Time: 3167.59 ms [2021-04-12 22:46:34 main:574] : INFO : Epoch 1701 | loss: 0.0312308 | val_loss: 0.0312276 | Time: 3151.65 ms [2021-04-12 22:46:37 main:574] : INFO : Epoch 1702 | loss: 0.0312306 | val_loss: 0.0312283 | Time: 3213.81 ms [2021-04-12 22:46:41 main:574] : INFO : Epoch 1703 | loss: 0.0312308 | val_loss: 0.0312283 | Time: 3152.01 ms [2021-04-12 22:46:44 main:574] : INFO : Epoch 1704 | loss: 0.0312307 | val_loss: 0.0312276 | Time: 3231.45 ms [2021-04-12 22:46:47 main:574] : INFO : Epoch 1705 | loss: 0.0312304 | val_loss: 0.0312275 | Time: 3207.17 ms [2021-04-12 22:46:50 main:574] : INFO : Epoch 1706 | loss: 0.0312305 | val_loss: 0.0312276 | Time: 3142.04 ms [2021-04-12 22:46:54 main:574] : INFO : Epoch 1707 | loss: 0.0312306 | val_loss: 0.0312275 | Time: 3174.32 ms [2021-04-12 22:46:57 main:574] : INFO : Epoch 1708 | loss: 0.0312305 | val_loss: 0.0312276 | Time: 3158.64 ms [2021-04-12 22:47:00 main:574] : INFO : Epoch 1709 | loss: 0.0312306 | val_loss: 0.0312281 | Time: 3171.76 ms [2021-04-12 22:47:03 main:574] : INFO : Epoch 1710 | loss: 0.0312313 | val_loss: 0.031228 | Time: 3160.05 ms [2021-04-12 22:47:06 main:574] : INFO : Epoch 1711 | loss: 0.0312312 | val_loss: 0.031228 | Time: 3118.62 ms [2021-04-12 22:47:10 main:574] : INFO : Epoch 1712 | loss: 0.0312305 | val_loss: 0.0312274 | Time: 3127.63 ms [2021-04-12 22:47:13 main:574] : INFO : Epoch 1713 | loss: 0.0312307 | val_loss: 0.0312274 | Time: 3182.47 ms [2021-04-12 22:47:16 main:574] : INFO : Epoch 1714 | loss: 0.0312306 | val_loss: 0.0312272 | Time: 3250.88 ms [2021-04-12 22:47:19 main:574] : INFO : Epoch 1715 | loss: 0.0312302 | val_loss: 0.0312273 | Time: 3234.84 ms [2021-04-12 22:47:23 main:574] : INFO : Epoch 1716 | loss: 0.0312305 | val_loss: 0.0312272 | Time: 3290.99 ms [2021-04-12 22:47:26 main:574] : INFO : Epoch 1717 | loss: 0.0312301 | val_loss: 0.0312273 | Time: 3173.97 ms [2021-04-12 22:47:29 main:574] : INFO : Epoch 1718 | loss: 0.0312304 | val_loss: 0.0312278 | Time: 3112.04 ms [2021-04-12 22:47:32 main:574] : INFO : Epoch 1719 | loss: 0.0312304 | val_loss: 0.031227 | Time: 3167.48 ms [2021-04-12 22:47:36 main:574] : INFO : Epoch 1720 | loss: 0.0312302 | val_loss: 0.031227 | Time: 3197.26 ms [2021-04-12 22:47:39 main:574] : INFO : Epoch 1721 | loss: 0.0312305 | val_loss: 0.0312278 | Time: 3131.94 ms [2021-04-12 22:47:42 main:574] : INFO : Epoch 1722 | loss: 0.0312306 | val_loss: 0.0312273 | Time: 3143.68 ms [2021-04-12 22:47:45 main:574] : INFO : Epoch 1723 | loss: 0.0312307 | val_loss: 0.0312268 | Time: 3139.46 ms [2021-04-12 22:47:48 main:574] : INFO : Epoch 1724 | loss: 0.0312302 | val_loss: 0.0312272 | Time: 3174.42 ms [2021-04-12 22:47:52 main:574] : INFO : Epoch 1725 | loss: 0.0312302 | val_loss: 0.0312269 | Time: 3150.44 ms [2021-04-12 22:47:55 main:574] : INFO : Epoch 1726 | loss: 0.0312302 | val_loss: 0.0312273 | Time: 3173.22 ms [2021-04-12 22:47:58 main:574] : INFO : Epoch 1727 | loss: 0.0312301 | val_loss: 0.0312271 | Time: 3125.59 ms [2021-04-12 22:48:01 main:574] : INFO : Epoch 1728 | loss: 0.0312305 | val_loss: 0.0312268 | Time: 3161.45 ms [2021-04-12 22:48:05 main:574] : INFO : Epoch 1729 | loss: 0.0312301 | val_loss: 0.031227 | Time: 3384.6 ms [2021-04-12 22:48:08 main:574] : INFO : Epoch 1730 | loss: 0.0312302 | val_loss: 0.0312276 | Time: 3138.22 ms [2021-04-12 22:48:11 main:574] : INFO : Epoch 1731 | loss: 0.0312303 | val_loss: 0.0312278 | Time: 3126.95 ms [2021-04-12 22:48:14 main:574] : INFO : Epoch 1732 | loss: 0.0312303 | val_loss: 0.0312267 | Time: 3219.93 ms [2021-04-12 22:48:18 main:574] : INFO : Epoch 1733 | loss: 0.0312299 | val_loss: 0.0312268 | Time: 3319.14 ms [2021-04-12 22:48:21 main:574] : INFO : Epoch 1734 | loss: 0.0312301 | val_loss: 0.0312282 | Time: 3170.1 ms [2021-04-12 22:48:24 main:574] : INFO : Epoch 1735 | loss: 0.0312309 | val_loss: 0.0312285 | Time: 3152.06 ms [2021-04-12 22:48:27 main:574] : INFO : Epoch 1736 | loss: 0.0312303 | val_loss: 0.0312268 | Time: 3156.45 ms [2021-04-12 22:48:30 main:574] : INFO : Epoch 1737 | loss: 0.0312299 | val_loss: 0.0312289 | Time: 3212.2 ms [2021-04-12 22:48:34 main:574] : INFO : Epoch 1738 | loss: 0.0312309 | val_loss: 0.0312272 | Time: 3392.71 ms [2021-04-12 22:48:37 main:574] : INFO : Epoch 1739 | loss: 0.0312304 | val_loss: 0.0312276 | Time: 3357.9 ms [2021-04-12 22:48:41 main:574] : INFO : Epoch 1740 | loss: 0.0312306 | val_loss: 0.0312266 | Time: 3236.89 ms [2021-04-12 22:48:44 main:574] : INFO : Epoch 1741 | loss: 0.0312306 | val_loss: 0.0312279 | Time: 3290.31 ms [2021-04-12 22:48:47 main:574] : INFO : Epoch 1742 | loss: 0.0312301 | val_loss: 0.0312269 | Time: 3177.18 ms [2021-04-12 22:48:50 main:574] : INFO : Epoch 1743 | loss: 0.0312301 | val_loss: 0.0312279 | Time: 3147.18 ms [2021-04-12 22:48:54 main:574] : INFO : Epoch 1744 | loss: 0.0312301 | val_loss: 0.0312267 | Time: 3180.73 ms [2021-04-12 22:48:57 main:574] : INFO : Epoch 1745 | loss: 0.03123 | val_loss: 0.0312265 | Time: 3151.02 ms [2021-04-12 22:49:00 main:574] : INFO : Epoch 1746 | loss: 0.0312298 | val_loss: 0.0312276 | Time: 3201.93 ms [2021-04-12 22:49:03 main:574] : INFO : Epoch 1747 | loss: 0.031231 | val_loss: 0.0312283 | Time: 3192.62 ms [2021-04-12 22:49:06 main:574] : INFO : Epoch 1748 | loss: 0.0312307 | val_loss: 0.0312272 | Time: 3170.85 ms [2021-04-12 22:49:10 main:574] : INFO : Epoch 1749 | loss: 0.0312309 | val_loss: 0.0312277 | Time: 3194.83 ms [2021-04-12 22:49:13 main:574] : INFO : Epoch 1750 | loss: 0.0312306 | val_loss: 0.0312267 | Time: 3169.05 ms [2021-04-12 22:49:17 main:574] : INFO : Epoch 1751 | loss: 0.0312301 | val_loss: 0.0312277 | Time: 4211.7 ms [2021-04-12 22:49:20 main:574] : INFO : Epoch 1752 | loss: 0.0312302 | val_loss: 0.0312272 | Time: 3195.43 ms [2021-04-12 22:49:24 main:574] : INFO : Epoch 1753 | loss: 0.0312313 | val_loss: 0.0312297 | Time: 3145.55 ms [2021-04-12 22:49:27 main:574] : INFO : Epoch 1754 | loss: 0.0312305 | val_loss: 0.0312267 | Time: 3156.43 ms [2021-04-12 22:49:30 main:574] : INFO : Epoch 1755 | loss: 0.0312306 | val_loss: 0.0312276 | Time: 3159.44 ms [2021-04-12 22:49:33 main:574] : INFO : Epoch 1756 | loss: 0.0312306 | val_loss: 0.0312265 | Time: 3165.87 ms [2021-04-12 22:49:36 main:574] : INFO : Epoch 1757 | loss: 0.0312302 | val_loss: 0.0312266 | Time: 3182.52 ms [2021-04-12 22:49:40 main:574] : INFO : Epoch 1758 | loss: 0.03123 | val_loss: 0.0312266 | Time: 3232.8 ms [2021-04-12 22:49:43 main:574] : INFO : Epoch 1759 | loss: 0.03123 | val_loss: 0.0312268 | Time: 3132.09 ms [2021-04-12 22:49:46 main:574] : INFO : Epoch 1760 | loss: 0.0312301 | val_loss: 0.0312269 | Time: 3156.09 ms [2021-04-12 22:49:49 main:574] : INFO : Epoch 1761 | loss: 0.0312301 | val_loss: 0.0312268 | Time: 3129.98 ms [2021-04-12 22:49:53 main:574] : INFO : Epoch 1762 | loss: 0.0312298 | val_loss: 0.0312263 | Time: 3199.66 ms [2021-04-12 22:49:56 main:574] : INFO : Epoch 1763 | loss: 0.0312298 | val_loss: 0.0312267 | Time: 3156.64 ms [2021-04-12 22:49:59 main:574] : INFO : Epoch 1764 | loss: 0.0312298 | val_loss: 0.0312265 | Time: 3164.86 ms [2021-04-12 22:50:02 main:574] : INFO : Epoch 1765 | loss: 0.0312297 | val_loss: 0.0312265 | Time: 3145.39 ms [2021-04-12 22:50:05 main:574] : INFO : Epoch 1766 | loss: 0.0312298 | val_loss: 0.0312264 | Time: 3210.4 ms [2021-04-12 22:50:09 main:574] : INFO : Epoch 1767 | loss: 0.0312308 | val_loss: 0.0312264 | Time: 3312.85 ms [2021-04-12 22:50:12 main:574] : INFO : Epoch 1768 | loss: 0.0312303 | val_loss: 0.0312269 | Time: 3124.43 ms [2021-04-12 22:50:15 main:574] : INFO : Epoch 1769 | loss: 0.0312307 | val_loss: 0.0312267 | Time: 3145.33 ms [2021-04-12 22:50:19 main:574] : INFO : Epoch 1770 | loss: 0.03123 | val_loss: 0.0312265 | Time: 4247.97 ms [2021-04-12 22:50:23 main:574] : INFO : Epoch 1771 | loss: 0.0312298 | val_loss: 0.0312263 | Time: 3161.78 ms [2021-04-12 22:50:26 main:574] : INFO : Epoch 1772 | loss: 0.0312298 | val_loss: 0.0312266 | Time: 3410.19 ms [2021-04-12 22:50:29 main:574] : INFO : Epoch 1773 | loss: 0.0312304 | val_loss: 0.0312265 | Time: 3166.88 ms [2021-04-12 22:50:33 main:574] : INFO : Epoch 1774 | loss: 0.0312304 | val_loss: 0.0312275 | Time: 3278.82 ms [2021-04-12 22:50:36 main:574] : INFO : Epoch 1775 | loss: 0.0312306 | val_loss: 0.0312269 | Time: 3137.71 ms [2021-04-12 22:50:39 main:574] : INFO : Epoch 1776 | loss: 0.03123 | val_loss: 0.0312272 | Time: 3251.46 ms [2021-04-12 22:50:42 main:574] : INFO : Epoch 1777 | loss: 0.0312302 | val_loss: 0.0312262 | Time: 3141.05 ms [2021-04-12 22:50:45 main:574] : INFO : Epoch 1778 | loss: 0.0312297 | val_loss: 0.0312263 | Time: 3120.78 ms [2021-04-12 22:50:49 main:574] : INFO : Epoch 1779 | loss: 0.0312295 | val_loss: 0.0312261 | Time: 3174.7 ms [2021-04-12 22:50:52 main:574] : INFO : Epoch 1780 | loss: 0.0312299 | val_loss: 0.0312263 | Time: 3326.19 ms [2021-04-12 22:50:55 main:574] : INFO : Epoch 1781 | loss: 0.03123 | val_loss: 0.0312267 | Time: 3359.41 ms [2021-04-12 22:50:59 main:574] : INFO : Epoch 1782 | loss: 0.0312302 | val_loss: 0.0312266 | Time: 3335.37 ms [2021-04-12 22:51:02 main:574] : INFO : Epoch 1783 | loss: 0.0312299 | val_loss: 0.0312272 | Time: 3128.97 ms [2021-04-12 22:51:05 main:574] : INFO : Epoch 1784 | loss: 0.0312298 | val_loss: 0.0312267 | Time: 3170.35 ms [2021-04-12 22:51:08 main:574] : INFO : Epoch 1785 | loss: 0.0312298 | val_loss: 0.0312285 | Time: 3186.77 ms [2021-04-12 22:51:12 main:574] : INFO : Epoch 1786 | loss: 0.0312309 | val_loss: 0.0312265 | Time: 3096.37 ms [2021-04-12 22:51:15 main:574] : INFO : Epoch 1787 | loss: 0.0312302 | val_loss: 0.0312271 | Time: 3173.73 ms [2021-04-12 22:51:18 main:574] : INFO : Epoch 1788 | loss: 0.03123 | val_loss: 0.0312263 | Time: 3213.99 ms [2021-04-12 22:51:21 main:574] : INFO : Epoch 1789 | loss: 0.0312298 | val_loss: 0.0312267 | Time: 3237.99 ms [2021-04-12 22:51:25 main:574] : INFO : Epoch 1790 | loss: 0.0312296 | val_loss: 0.0312261 | Time: 3170.86 ms [2021-04-12 22:51:28 main:574] : INFO : Epoch 1791 | loss: 0.0312297 | val_loss: 0.0312262 | Time: 3115.89 ms [2021-04-12 22:51:31 main:574] : INFO : Epoch 1792 | loss: 0.0312298 | val_loss: 0.031227 | Time: 3186.59 ms [2021-04-12 22:51:34 main:574] : INFO : Epoch 1793 | loss: 0.0312297 | val_loss: 0.0312261 | Time: 3152.87 ms [2021-04-12 22:51:37 main:574] : INFO : Epoch 1794 | loss: 0.0312303 | val_loss: 0.0312271 | Time: 3152.51 ms [2021-04-12 22:51:41 main:574] : INFO : Epoch 1795 | loss: 0.0312303 | val_loss: 0.0312265 | Time: 3171.66 ms [2021-04-12 22:51:44 main:574] : INFO : Epoch 1796 | loss: 0.0312297 | val_loss: 0.0312262 | Time: 3125.59 ms [2021-04-12 22:51:47 main:574] : INFO : Epoch 1797 | loss: 0.0312302 | val_loss: 0.0312266 | Time: 3135.04 ms [2021-04-12 22:51:51 main:574] : INFO : Epoch 1798 | loss: 0.0312297 | val_loss: 0.0312262 | Time: 3953.99 ms [2021-04-12 22:51:54 main:574] : INFO : Epoch 1799 | loss: 0.0312296 | val_loss: 0.0312261 | Time: 3162.63 ms [2021-04-12 22:51:58 main:574] : INFO : Epoch 1800 | loss: 0.0312304 | val_loss: 0.0312265 | Time: 3669.74 ms [2021-04-12 22:52:02 main:574] : INFO : Epoch 1801 | loss: 0.0312304 | val_loss: 0.0312274 | Time: 3523.67 ms [2021-04-12 22:52:05 main:574] : INFO : Epoch 1802 | loss: 0.0312303 | val_loss: 0.0312268 | Time: 3157.3 ms [2021-04-12 22:52:08 main:574] : INFO : Epoch 1803 | loss: 0.0312298 | val_loss: 0.0312264 | Time: 3112.82 ms [2021-04-12 22:52:11 main:574] : INFO : Epoch 1804 | loss: 0.0312299 | val_loss: 0.0312272 | Time: 3237.41 ms [2021-04-12 22:52:14 main:574] : INFO : Epoch 1805 | loss: 0.0312299 | val_loss: 0.0312263 | Time: 3138.38 ms [2021-04-12 22:52:18 main:574] : INFO : Epoch 1806 | loss: 0.0312304 | val_loss: 0.0312274 | Time: 3212.24 ms [2021-04-12 22:52:21 main:574] : INFO : Epoch 1807 | loss: 0.0312301 | val_loss: 0.0312274 | Time: 3140.51 ms [2021-04-12 22:52:24 main:574] : INFO : Epoch 1808 | loss: 0.0312302 | val_loss: 0.0312264 | Time: 3122.54 ms [2021-04-12 22:52:27 main:574] : INFO : Epoch 1809 | loss: 0.0312301 | val_loss: 0.0312263 | Time: 3131.13 ms [2021-04-12 22:52:31 main:574] : INFO : Epoch 1810 | loss: 0.0312298 | val_loss: 0.0312264 | Time: 3240.17 ms [2021-04-12 22:52:34 main:574] : INFO : Epoch 1811 | loss: 0.0312297 | val_loss: 0.0312267 | Time: 3162.5 ms [2021-04-12 22:52:37 main:574] : INFO : Epoch 1812 | loss: 0.03123 | val_loss: 0.0312267 | Time: 3164.36 ms [2021-04-12 22:52:40 main:574] : INFO : Epoch 1813 | loss: 0.0312311 | val_loss: 0.0312264 | Time: 3149.05 ms [2021-04-12 22:52:43 main:574] : INFO : Epoch 1814 | loss: 0.0312305 | val_loss: 0.0312273 | Time: 3125.55 ms [2021-04-12 22:52:47 main:574] : INFO : Epoch 1815 | loss: 0.0312302 | val_loss: 0.0312266 | Time: 3209.62 ms [2021-04-12 22:52:50 main:574] : INFO : Epoch 1816 | loss: 0.0312299 | val_loss: 0.0312261 | Time: 3116.83 ms [2021-04-12 22:52:53 main:574] : INFO : Epoch 1817 | loss: 0.0312298 | val_loss: 0.0312264 | Time: 3466.32 ms [2021-04-12 22:52:56 main:574] : INFO : Epoch 1818 | loss: 0.0312303 | val_loss: 0.0312262 | Time: 3116.38 ms [2021-04-12 22:53:00 main:574] : INFO : Epoch 1819 | loss: 0.0312304 | val_loss: 0.0312287 | Time: 3950.39 ms [2021-04-12 22:53:04 main:574] : INFO : Epoch 1820 | loss: 0.0312308 | val_loss: 0.031228 | Time: 3204.83 ms [2021-04-12 22:53:07 main:574] : INFO : Epoch 1821 | loss: 0.0312306 | val_loss: 0.0312272 | Time: 3161.44 ms [2021-04-12 22:53:10 main:574] : INFO : Epoch 1822 | loss: 0.0312308 | val_loss: 0.0312276 | Time: 3224.43 ms [2021-04-12 22:53:13 main:574] : INFO : Epoch 1823 | loss: 0.0312305 | val_loss: 0.0312266 | Time: 3147.36 ms [2021-04-12 22:53:17 main:574] : INFO : Epoch 1824 | loss: 0.0312298 | val_loss: 0.0312263 | Time: 3171.03 ms [2021-04-12 22:53:20 main:574] : INFO : Epoch 1825 | loss: 0.0312303 | val_loss: 0.031227 | Time: 3139.51 ms [2021-04-12 22:53:23 main:574] : INFO : Epoch 1826 | loss: 0.03123 | val_loss: 0.0312263 | Time: 3203.31 ms [2021-04-12 22:53:27 main:574] : INFO : Epoch 1827 | loss: 0.0312298 | val_loss: 0.0312265 | Time: 3315.1 ms [2021-04-12 22:53:30 main:574] : INFO : Epoch 1828 | loss: 0.0312298 | val_loss: 0.0312262 | Time: 3212.73 ms [2021-04-12 22:53:33 main:574] : INFO : Epoch 1829 | loss: 0.0312306 | val_loss: 0.0312274 | Time: 3209.71 ms [2021-04-12 22:53:37 main:574] : INFO : Epoch 1830 | loss: 0.0312306 | val_loss: 0.0312268 | Time: 3163.92 ms [2021-04-12 22:53:40 main:574] : INFO : Epoch 1831 | loss: 0.0312309 | val_loss: 0.0312263 | Time: 3134.9 ms [2021-04-12 22:53:43 main:574] : INFO : Epoch 1832 | loss: 0.0312301 | val_loss: 0.031226 | Time: 3138.91 ms [2021-04-12 22:53:46 main:574] : INFO : Epoch 1833 | loss: 0.0312306 | val_loss: 0.031228 | Time: 3146.6 ms [2021-04-12 22:53:50 main:574] : INFO : Epoch 1834 | loss: 0.0312304 | val_loss: 0.0312274 | Time: 3165.27 ms [2021-04-12 22:53:53 main:574] : INFO : Epoch 1835 | loss: 0.0312309 | val_loss: 0.0312289 | Time: 3242.72 ms [2021-04-12 22:53:56 main:574] : INFO : Epoch 1836 | loss: 0.0312302 | val_loss: 0.031227 | Time: 3138.9 ms [2021-04-12 22:53:59 main:574] : INFO : Epoch 1837 | loss: 0.0312304 | val_loss: 0.031229 | Time: 3165.11 ms [2021-04-12 22:54:02 main:574] : INFO : Epoch 1838 | loss: 0.0312321 | val_loss: 0.0312312 | Time: 3131.73 ms [2021-04-12 22:54:06 main:574] : INFO : Epoch 1839 | loss: 0.0312314 | val_loss: 0.0312269 | Time: 3215.72 ms [2021-04-12 22:54:09 main:574] : INFO : Epoch 1840 | loss: 0.0312303 | val_loss: 0.0312268 | Time: 3142.21 ms [2021-04-12 22:54:12 main:574] : INFO : Epoch 1841 | loss: 0.0312304 | val_loss: 0.0312267 | Time: 3161.88 ms [2021-04-12 22:54:15 main:574] : INFO : Epoch 1842 | loss: 0.03123 | val_loss: 0.0312268 | Time: 3185.41 ms [2021-04-12 22:54:19 main:574] : INFO : Epoch 1843 | loss: 0.03123 | val_loss: 0.0312266 | Time: 3142.61 ms [2021-04-12 22:54:22 main:574] : INFO : Epoch 1844 | loss: 0.0312303 | val_loss: 0.0312271 | Time: 3147.95 ms [2021-04-12 22:54:25 main:574] : INFO : Epoch 1845 | loss: 0.0312303 | val_loss: 0.0312269 | Time: 3223.98 ms [2021-04-12 22:54:28 main:574] : INFO : Epoch 1846 | loss: 0.0312303 | val_loss: 0.0312276 | Time: 3134.22 ms [2021-04-12 22:54:32 main:574] : INFO : Epoch 1847 | loss: 0.0312304 | val_loss: 0.0312271 | Time: 3237.54 ms [2021-04-12 22:54:35 main:574] : INFO : Epoch 1848 | loss: 0.03123 | val_loss: 0.0312273 | Time: 3104.06 ms [2021-04-12 22:54:38 main:574] : INFO : Epoch 1849 | loss: 0.0312307 | val_loss: 0.0312275 | Time: 3123.17 ms [2021-04-12 22:54:41 main:574] : INFO : Epoch 1850 | loss: 0.0312311 | val_loss: 0.0312294 | Time: 3132 ms [2021-04-12 22:54:44 main:574] : INFO : Epoch 1851 | loss: 0.0312315 | val_loss: 0.0312268 | Time: 3184.35 ms [2021-04-12 22:54:47 main:574] : INFO : Epoch 1852 | loss: 0.0312302 | val_loss: 0.0312265 | Time: 3148.47 ms [2021-04-12 22:54:51 main:574] : INFO : Epoch 1853 | loss: 0.0312302 | val_loss: 0.0312264 | Time: 3147.62 ms [2021-04-12 22:54:54 main:574] : INFO : Epoch 1854 | loss: 0.0312302 | val_loss: 0.0312263 | Time: 3193.7 ms [2021-04-12 22:54:57 main:574] : INFO : Epoch 1855 | loss: 0.0312301 | val_loss: 0.0312264 | Time: 3353.08 ms [2021-04-12 22:55:00 main:574] : INFO : Epoch 1856 | loss: 0.0312298 | val_loss: 0.0312263 | Time: 3110.93 ms [2021-04-12 22:55:04 main:574] : INFO : Epoch 1857 | loss: 0.0312303 | val_loss: 0.0312267 | Time: 3143.92 ms [2021-04-12 22:55:07 main:574] : INFO : Epoch 1858 | loss: 0.03123 | val_loss: 0.0312266 | Time: 3140.67 ms [2021-04-12 22:55:10 main:574] : INFO : Epoch 1859 | loss: 0.0312301 | val_loss: 0.0312266 | Time: 3353.63 ms [2021-04-12 22:55:13 main:574] : INFO : Epoch 1860 | loss: 0.0312328 | val_loss: 0.031229 | Time: 3215.49 ms [2021-04-12 22:55:17 main:574] : INFO : Epoch 1861 | loss: 0.0312308 | val_loss: 0.0312285 | Time: 3231.24 ms [2021-04-12 22:55:20 main:574] : INFO : Epoch 1862 | loss: 0.0312304 | val_loss: 0.0312264 | Time: 3160.01 ms [2021-04-12 22:55:23 main:574] : INFO : Epoch 1863 | loss: 0.0312313 | val_loss: 0.031227 | Time: 3135.44 ms [2021-04-12 22:55:26 main:574] : INFO : Epoch 1864 | loss: 0.0312307 | val_loss: 0.0312278 | Time: 3171.91 ms [2021-04-12 22:55:30 main:574] : INFO : Epoch 1865 | loss: 0.0312307 | val_loss: 0.0312263 | Time: 3376.2 ms [2021-04-12 22:55:33 main:574] : INFO : Epoch 1866 | loss: 0.0312308 | val_loss: 0.0312263 | Time: 3138.9 ms [2021-04-12 22:55:36 main:574] : INFO : Epoch 1867 | loss: 0.0312306 | val_loss: 0.0312285 | Time: 3145.01 ms [2021-04-12 22:55:39 main:574] : INFO : Epoch 1868 | loss: 0.0312302 | val_loss: 0.0312263 | Time: 3325.41 ms [2021-04-12 22:55:43 main:574] : INFO : Epoch 1869 | loss: 0.0312296 | val_loss: 0.0312267 | Time: 3464.89 ms [2021-04-12 22:55:46 main:574] : INFO : Epoch 1870 | loss: 0.0312303 | val_loss: 0.0312268 | Time: 3147.08 ms [2021-04-12 22:55:49 main:574] : INFO : Epoch 1871 | loss: 0.0312318 | val_loss: 0.0312276 | Time: 3155.28 ms [2021-04-12 22:55:53 main:574] : INFO : Epoch 1872 | loss: 0.0312311 | val_loss: 0.0312279 | Time: 3192.27 ms [2021-04-12 22:55:56 main:574] : INFO : Epoch 1873 | loss: 0.0312304 | val_loss: 0.0312286 | Time: 3121.56 ms [2021-04-12 22:55:59 main:574] : INFO : Epoch 1874 | loss: 0.0312317 | val_loss: 0.0312273 | Time: 3156.95 ms [2021-04-12 22:56:02 main:574] : INFO : Epoch 1875 | loss: 0.0312315 | val_loss: 0.031226 | Time: 3115.83 ms [2021-04-12 22:56:05 main:574] : INFO : Epoch 1876 | loss: 0.0312296 | val_loss: 0.0312275 | Time: 3145.78 ms [2021-04-12 22:56:08 main:574] : INFO : Epoch 1877 | loss: 0.0312306 | val_loss: 0.0312262 | Time: 3165.87 ms [2021-04-12 22:56:12 main:574] : INFO : Epoch 1878 | loss: 0.0312317 | val_loss: 0.0312276 | Time: 3149.1 ms [2021-04-12 22:56:15 main:574] : INFO : Epoch 1879 | loss: 0.0312309 | val_loss: 0.0312265 | Time: 3165.73 ms [2021-04-12 22:56:18 main:574] : INFO : Epoch 1880 | loss: 0.0312314 | val_loss: 0.0312265 | Time: 3117.69 ms [2021-04-12 22:56:21 main:574] : INFO : Epoch 1881 | loss: 0.0312308 | val_loss: 0.0312265 | Time: 3180.99 ms [2021-04-12 22:56:24 main:574] : INFO : Epoch 1882 | loss: 0.0312305 | val_loss: 0.0312277 | Time: 3141.24 ms [2021-04-12 22:56:28 main:574] : INFO : Epoch 1883 | loss: 0.0312307 | val_loss: 0.0312287 | Time: 3139.3 ms [2021-04-12 22:56:31 main:574] : INFO : Epoch 1884 | loss: 0.0312321 | val_loss: 0.0312275 | Time: 3122.14 ms [2021-04-12 22:56:34 main:574] : INFO : Epoch 1885 | loss: 0.0312304 | val_loss: 0.0312265 | Time: 3160.61 ms [2021-04-12 22:56:37 main:574] : INFO : Epoch 1886 | loss: 0.0312302 | val_loss: 0.0312271 | Time: 3257.45 ms [2021-04-12 22:56:40 main:574] : INFO : Epoch 1887 | loss: 0.0312299 | val_loss: 0.0312261 | Time: 3181.96 ms [2021-04-12 22:56:44 main:574] : INFO : Epoch 1888 | loss: 0.0312297 | val_loss: 0.0312298 | Time: 3161.27 ms [2021-04-12 22:56:47 main:574] : INFO : Epoch 1889 | loss: 0.0312318 | val_loss: 0.0312273 | Time: 3176.49 ms [2021-04-12 22:56:50 main:574] : INFO : Epoch 1890 | loss: 0.0312303 | val_loss: 0.0312261 | Time: 3150.95 ms [2021-04-12 22:56:53 main:574] : INFO : Epoch 1891 | loss: 0.0312305 | val_loss: 0.0312274 | Time: 3219.24 ms [2021-04-12 22:56:57 main:574] : INFO : Epoch 1892 | loss: 0.0312306 | val_loss: 0.0312261 | Time: 3134.79 ms [2021-04-12 22:57:00 main:574] : INFO : Epoch 1893 | loss: 0.0312302 | val_loss: 0.0312267 | Time: 3149.36 ms [2021-04-12 22:57:03 main:574] : INFO : Epoch 1894 | loss: 0.031231 | val_loss: 0.0312276 | Time: 3131.12 ms [2021-04-12 22:57:06 main:574] : INFO : Epoch 1895 | loss: 0.0312304 | val_loss: 0.0312265 | Time: 3178.1 ms [2021-04-12 22:57:09 main:574] : INFO : Epoch 1896 | loss: 0.0312326 | val_loss: 0.0312305 | Time: 3163.4 ms [2021-04-12 22:57:13 main:574] : INFO : Epoch 1897 | loss: 0.0312318 | val_loss: 0.0312264 | Time: 3202.26 ms [2021-04-12 22:57:16 main:574] : INFO : Epoch 1898 | loss: 0.03123 | val_loss: 0.0312268 | Time: 3117.66 ms [2021-04-12 22:57:19 main:574] : INFO : Epoch 1899 | loss: 0.0312304 | val_loss: 0.0312267 | Time: 3147.84 ms [2021-04-12 22:57:22 main:574] : INFO : Epoch 1900 | loss: 0.0312298 | val_loss: 0.0312261 | Time: 3137.83 ms [2021-04-12 22:57:25 main:574] : INFO : Epoch 1901 | loss: 0.0312306 | val_loss: 0.0312291 | Time: 3147.01 ms [2021-04-12 22:57:29 main:574] : INFO : Epoch 1902 | loss: 0.0312311 | val_loss: 0.0312279 | Time: 3171.76 ms [2021-04-12 22:57:32 main:574] : INFO : Epoch 1903 | loss: 0.0312315 | val_loss: 0.0312335 | Time: 3339.04 ms [2021-04-12 22:57:35 main:574] : INFO : Epoch 1904 | loss: 0.0312335 | val_loss: 0.0312314 | Time: 3190.27 ms [2021-04-12 22:57:39 main:574] : INFO : Epoch 1905 | loss: 0.0312321 | val_loss: 0.0312286 | Time: 3255.66 ms [2021-04-12 22:57:42 main:574] : INFO : Epoch 1906 | loss: 0.0312319 | val_loss: 0.0312279 | Time: 3361.63 ms [2021-04-12 22:57:45 main:574] : INFO : Epoch 1907 | loss: 0.0312305 | val_loss: 0.0312303 | Time: 3152.2 ms [2021-04-12 22:57:48 main:574] : INFO : Epoch 1908 | loss: 0.0312312 | val_loss: 0.0312274 | Time: 3152.24 ms [2021-04-12 22:57:52 main:574] : INFO : Epoch 1909 | loss: 0.0312302 | val_loss: 0.0312281 | Time: 3173.44 ms [2021-04-12 22:57:55 main:574] : INFO : Epoch 1910 | loss: 0.0312308 | val_loss: 0.0312305 | Time: 3238.93 ms [2021-04-12 22:57:58 main:574] : INFO : Epoch 1911 | loss: 0.0312319 | val_loss: 0.031229 | Time: 3165.75 ms [2021-04-12 22:58:01 main:574] : INFO : Epoch 1912 | loss: 0.0312311 | val_loss: 0.0312265 | Time: 3146 ms [2021-04-12 22:58:05 main:574] : INFO : Epoch 1913 | loss: 0.0312302 | val_loss: 0.0312265 | Time: 3197.2 ms [2021-04-12 22:58:08 main:574] : INFO : Epoch 1914 | loss: 0.0312299 | val_loss: 0.0312267 | Time: 3152.41 ms [2021-04-12 22:58:11 main:574] : INFO : Epoch 1915 | loss: 0.0312308 | val_loss: 0.0312261 | Time: 3153.67 ms [2021-04-12 22:58:14 main:574] : INFO : Epoch 1916 | loss: 0.0312303 | val_loss: 0.0312259 | Time: 3140.53 ms [2021-04-12 22:58:17 main:574] : INFO : Epoch 1917 | loss: 0.031231 | val_loss: 0.0312264 | Time: 3172.05 ms [2021-04-12 22:58:21 main:574] : INFO : Epoch 1918 | loss: 0.031232 | val_loss: 0.0312264 | Time: 3198.53 ms [2021-04-12 22:58:24 main:574] : INFO : Epoch 1919 | loss: 0.0312314 | val_loss: 0.0312261 | Time: 3143.28 ms [2021-04-12 22:58:27 main:574] : INFO : Epoch 1920 | loss: 0.0312312 | val_loss: 0.0312282 | Time: 3231.54 ms [2021-04-12 22:58:30 main:574] : INFO : Epoch 1921 | loss: 0.0312321 | val_loss: 0.0312269 | Time: 3402.67 ms [2021-04-12 22:58:34 main:574] : INFO : Epoch 1922 | loss: 0.03123 | val_loss: 0.031227 | Time: 3143.82 ms [2021-04-12 22:58:37 main:574] : INFO : Epoch 1923 | loss: 0.0312307 | val_loss: 0.0312291 | Time: 3169.93 ms [2021-04-12 22:58:40 main:574] : INFO : Epoch 1924 | loss: 0.0312315 | val_loss: 0.0312276 | Time: 3341.87 ms [2021-04-12 22:58:44 main:574] : INFO : Epoch 1925 | loss: 0.0312302 | val_loss: 0.031227 | Time: 3162.18 ms [2021-04-12 22:58:47 main:574] : INFO : Epoch 1926 | loss: 0.0312307 | val_loss: 0.0312305 | Time: 3150.58 ms [2021-04-12 22:58:50 main:574] : INFO : Epoch 1927 | loss: 0.0312322 | val_loss: 0.0312283 | Time: 3171.14 ms [2021-04-12 22:58:53 main:574] : INFO : Epoch 1928 | loss: 0.0312312 | val_loss: 0.0312284 | Time: 3169.69 ms [2021-04-12 22:58:56 main:574] : INFO : Epoch 1929 | loss: 0.0312305 | val_loss: 0.0312259 | Time: 3167.51 ms [2021-04-12 22:59:00 main:574] : INFO : Epoch 1930 | loss: 0.0312297 | val_loss: 0.0312263 | Time: 3296.89 ms [2021-04-12 22:59:03 main:574] : INFO : Epoch 1931 | loss: 0.03123 | val_loss: 0.0312307 | Time: 3154.35 ms [2021-04-12 22:59:06 main:574] : INFO : Epoch 1932 | loss: 0.0312317 | val_loss: 0.0312292 | Time: 3174.32 ms [2021-04-12 22:59:10 main:574] : INFO : Epoch 1933 | loss: 0.0312322 | val_loss: 0.0312283 | Time: 3575.68 ms [2021-04-12 22:59:13 main:574] : INFO : Epoch 1934 | loss: 0.0312312 | val_loss: 0.0312269 | Time: 3121.2 ms [2021-04-12 22:59:16 main:574] : INFO : Epoch 1935 | loss: 0.031231 | val_loss: 0.0312264 | Time: 3269.51 ms [2021-04-12 22:59:20 main:574] : INFO : Epoch 1936 | loss: 0.0312301 | val_loss: 0.031227 | Time: 3212.66 ms [2021-04-12 22:59:23 main:574] : INFO : Epoch 1937 | loss: 0.0312301 | val_loss: 0.0312263 | Time: 3178.45 ms [2021-04-12 22:59:26 main:574] : INFO : Epoch 1938 | loss: 0.0312309 | val_loss: 0.0312263 | Time: 3159.38 ms [2021-04-12 22:59:29 main:574] : INFO : Epoch 1939 | loss: 0.0312301 | val_loss: 0.0312265 | Time: 3156.81 ms [2021-04-12 22:59:32 main:574] : INFO : Epoch 1940 | loss: 0.0312308 | val_loss: 0.0312263 | Time: 3151.16 ms [2021-04-12 22:59:36 main:574] : INFO : Epoch 1941 | loss: 0.0312304 | val_loss: 0.0312266 | Time: 3148.27 ms [2021-04-12 22:59:39 main:574] : INFO : Epoch 1942 | loss: 0.0312302 | val_loss: 0.0312275 | Time: 3128.01 ms [2021-04-12 22:59:42 main:574] : INFO : Epoch 1943 | loss: 0.0312299 | val_loss: 0.0312275 | Time: 3194.14 ms [2021-04-12 22:59:45 main:574] : INFO : Epoch 1944 | loss: 0.0312315 | val_loss: 0.0312265 | Time: 3107.42 ms [2021-04-12 22:59:48 main:574] : INFO : Epoch 1945 | loss: 0.0312307 | val_loss: 0.0312284 | Time: 3118.74 ms [2021-04-12 22:59:52 main:574] : INFO : Epoch 1946 | loss: 0.0312318 | val_loss: 0.0312268 | Time: 3160.42 ms [2021-04-12 22:59:55 main:574] : INFO : Epoch 1947 | loss: 0.0312306 | val_loss: 0.0312261 | Time: 3126.58 ms [2021-04-12 22:59:58 main:574] : INFO : Epoch 1948 | loss: 0.0312304 | val_loss: 0.0312294 | Time: 3184.44 ms [2021-04-12 23:00:01 main:574] : INFO : Epoch 1949 | loss: 0.0312302 | val_loss: 0.0312276 | Time: 3130.04 ms [2021-04-12 23:00:04 main:574] : INFO : Epoch 1950 | loss: 0.0312301 | val_loss: 0.0312269 | Time: 3131.09 ms [2021-04-12 23:00:09 main:574] : INFO : Epoch 1951 | loss: 0.0312306 | val_loss: 0.0312275 | Time: 4890.84 ms [2021-04-12 23:00:13 main:574] : INFO : Epoch 1952 | loss: 0.031231 | val_loss: 0.0312265 | Time: 3220.42 ms [2021-04-12 23:00:16 main:574] : INFO : Epoch 1953 | loss: 0.0312301 | val_loss: 0.0312262 | Time: 3156.77 ms [2021-04-12 23:00:19 main:574] : INFO : Epoch 1954 | loss: 0.0312302 | val_loss: 0.0312266 | Time: 3191 ms [2021-04-12 23:00:22 main:574] : INFO : Epoch 1955 | loss: 0.0312306 | val_loss: 0.031228 | Time: 3163.72 ms [2021-04-12 23:00:25 main:574] : INFO : Epoch 1956 | loss: 0.0312314 | val_loss: 0.0312273 | Time: 3156.25 ms [2021-04-12 23:00:29 main:574] : INFO : Epoch 1957 | loss: 0.0312303 | val_loss: 0.0312264 | Time: 3138.83 ms [2021-04-12 23:00:32 main:574] : INFO : Epoch 1958 | loss: 0.031231 | val_loss: 0.0312286 | Time: 3149.25 ms [2021-04-12 23:00:35 main:574] : INFO : Epoch 1959 | loss: 0.031232 | val_loss: 0.0312281 | Time: 3174.37 ms [2021-04-12 23:00:38 main:574] : INFO : Epoch 1960 | loss: 0.0312305 | val_loss: 0.031228 | Time: 3198.99 ms [2021-04-12 23:00:42 main:574] : INFO : Epoch 1961 | loss: 0.0312305 | val_loss: 0.0312277 | Time: 3249.83 ms [2021-04-12 23:00:45 main:574] : INFO : Epoch 1962 | loss: 0.0312307 | val_loss: 0.0312296 | Time: 3157.36 ms [2021-04-12 23:00:48 main:574] : INFO : Epoch 1963 | loss: 0.0312311 | val_loss: 0.0312266 | Time: 3127.01 ms [2021-04-12 23:00:51 main:574] : INFO : Epoch 1964 | loss: 0.0312304 | val_loss: 0.0312281 | Time: 3170.26 ms [2021-04-12 23:00:54 main:574] : INFO : Epoch 1965 | loss: 0.0312317 | val_loss: 0.0312272 | Time: 3134.24 ms [2021-04-12 23:00:57 main:574] : INFO : Epoch 1966 | loss: 0.031232 | val_loss: 0.0312271 | Time: 3149.45 ms [2021-04-12 23:01:01 main:574] : INFO : Epoch 1967 | loss: 0.0312314 | val_loss: 0.0312269 | Time: 3141.64 ms [2021-04-12 23:01:04 main:574] : INFO : Epoch 1968 | loss: 0.0312303 | val_loss: 0.031228 | Time: 3154.23 ms [2021-04-12 23:01:07 main:574] : INFO : Epoch 1969 | loss: 0.0312308 | val_loss: 0.0312266 | Time: 3157 ms [2021-04-12 23:01:11 main:574] : INFO : Epoch 1970 | loss: 0.0312309 | val_loss: 0.0312263 | Time: 3576.62 ms [2021-04-12 23:01:14 main:574] : INFO : Epoch 1971 | loss: 0.0312301 | val_loss: 0.031226 | Time: 3160.21 ms [2021-04-12 23:01:17 main:574] : INFO : Epoch 1972 | loss: 0.0312308 | val_loss: 0.0312279 | Time: 3140.97 ms [2021-04-12 23:01:20 main:574] : INFO : Epoch 1973 | loss: 0.0312309 | val_loss: 0.0312266 | Time: 3213.9 ms [2021-04-12 23:01:24 main:574] : INFO : Epoch 1974 | loss: 0.0312305 | val_loss: 0.0312269 | Time: 3180.6 ms [2021-04-12 23:01:27 main:574] : INFO : Epoch 1975 | loss: 0.0312297 | val_loss: 0.0312259 | Time: 3170.09 ms [2021-04-12 23:01:30 main:574] : INFO : Epoch 1976 | loss: 0.0312305 | val_loss: 0.0312287 | Time: 3201.03 ms [2021-04-12 23:01:33 main:574] : INFO : Epoch 1977 | loss: 0.0312306 | val_loss: 0.0312281 | Time: 3138.17 ms [2021-04-12 23:01:36 main:574] : INFO : Epoch 1978 | loss: 0.0312303 | val_loss: 0.0312263 | Time: 3141.04 ms [2021-04-12 23:01:40 main:574] : INFO : Epoch 1979 | loss: 0.03123 | val_loss: 0.0312278 | Time: 3365 ms [2021-04-12 23:01:43 main:574] : INFO : Epoch 1980 | loss: 0.0312312 | val_loss: 0.0312281 | Time: 3373.16 ms [2021-04-12 23:01:46 main:574] : INFO : Epoch 1981 | loss: 0.0312329 | val_loss: 0.0312265 | Time: 3136.44 ms [2021-04-12 23:01:50 main:574] : INFO : Epoch 1982 | loss: 0.031234 | val_loss: 0.031231 | Time: 3138.05 ms [2021-04-12 23:01:53 main:574] : INFO : Epoch 1983 | loss: 0.0312312 | val_loss: 0.0312277 | Time: 3132.08 ms [2021-04-12 23:01:56 main:574] : INFO : Epoch 1984 | loss: 0.0312309 | val_loss: 0.0312269 | Time: 3143.78 ms [2021-04-12 23:01:59 main:574] : INFO : Epoch 1985 | loss: 0.031231 | val_loss: 0.0312262 | Time: 3386.13 ms [2021-04-12 23:02:03 main:574] : INFO : Epoch 1986 | loss: 0.03123 | val_loss: 0.0312265 | Time: 3156.63 ms [2021-04-12 23:02:06 main:574] : INFO : Epoch 1987 | loss: 0.0312305 | val_loss: 0.0312293 | Time: 3201.47 ms [2021-04-12 23:02:09 main:574] : INFO : Epoch 1988 | loss: 0.0312334 | val_loss: 0.0312271 | Time: 3257.61 ms [2021-04-12 23:02:12 main:574] : INFO : Epoch 1989 | loss: 0.0312308 | val_loss: 0.0312277 | Time: 3171.01 ms [2021-04-12 23:02:16 main:574] : INFO : Epoch 1990 | loss: 0.0312308 | val_loss: 0.0312266 | Time: 3158.56 ms [2021-04-12 23:02:19 main:574] : INFO : Epoch 1991 | loss: 0.0312304 | val_loss: 0.0312263 | Time: 3155.5 ms [2021-04-12 23:02:22 main:574] : INFO : Epoch 1992 | loss: 0.0312299 | val_loss: 0.0312275 | Time: 3169.36 ms [2021-04-12 23:02:25 main:574] : INFO : Epoch 1993 | loss: 0.0312324 | val_loss: 0.03123 | Time: 3138.7 ms [2021-04-12 23:02:29 main:574] : INFO : Epoch 1994 | loss: 0.0312306 | val_loss: 0.0312272 | Time: 3192.65 ms [2021-04-12 23:02:32 main:574] : INFO : Epoch 1995 | loss: 0.0312304 | val_loss: 0.0312261 | Time: 3146.62 ms [2021-04-12 23:02:35 main:574] : INFO : Epoch 1996 | loss: 0.0312299 | val_loss: 0.0312266 | Time: 3156.39 ms [2021-04-12 23:02:38 main:574] : INFO : Epoch 1997 | loss: 0.0312301 | val_loss: 0.0312268 | Time: 3139.99 ms [2021-04-12 23:02:41 main:574] : INFO : Epoch 1998 | loss: 0.0312302 | val_loss: 0.0312259 | Time: 3144.34 ms [2021-04-12 23:02:45 main:574] : INFO : Epoch 1999 | loss: 0.03123 | val_loss: 0.0312264 | Time: 3273.83 ms [2021-04-12 23:02:48 main:574] : INFO : Epoch 2000 | loss: 0.0312303 | val_loss: 0.0312266 | Time: 3110.02 ms [2021-04-12 23:02:51 main:574] : INFO : Epoch 2001 | loss: 0.0312296 | val_loss: 0.0312297 | Time: 3162.04 ms [2021-04-12 23:02:54 main:574] : INFO : Epoch 2002 | loss: 0.0312311 | val_loss: 0.0312271 | Time: 3128.78 ms [2021-04-12 23:02:57 main:574] : INFO : Epoch 2003 | loss: 0.031231 | val_loss: 0.03123 | Time: 3152.81 ms [2021-04-12 23:03:01 main:574] : INFO : Epoch 2004 | loss: 0.0312313 | val_loss: 0.0312286 | Time: 3165.24 ms [2021-04-12 23:03:04 main:574] : INFO : Epoch 2005 | loss: 0.0312324 | val_loss: 0.0312266 | Time: 3106.06 ms [2021-04-12 23:03:07 main:574] : INFO : Epoch 2006 | loss: 0.0312308 | val_loss: 0.0312298 | Time: 3145.14 ms [2021-04-12 23:03:10 main:574] : INFO : Epoch 2007 | loss: 0.0312319 | val_loss: 0.0312304 | Time: 3172.12 ms [2021-04-12 23:03:13 main:574] : INFO : Epoch 2008 | loss: 0.0312308 | val_loss: 0.0312265 | Time: 3153.97 ms [2021-04-12 23:03:16 main:574] : INFO : Epoch 2009 | loss: 0.0312296 | val_loss: 0.0312262 | Time: 3132.6 ms [2021-04-12 23:03:20 main:574] : INFO : Epoch 2010 | loss: 0.0312311 | val_loss: 0.0312282 | Time: 3123.15 ms [2021-04-12 23:03:23 main:574] : INFO : Epoch 2011 | loss: 0.0312316 | val_loss: 0.0312268 | Time: 3221.83 ms [2021-04-12 23:03:26 main:574] : INFO : Epoch 2012 | loss: 0.0312315 | val_loss: 0.0312265 | Time: 3148.41 ms [2021-04-12 23:03:29 main:574] : INFO : Epoch 2013 | loss: 0.0312299 | val_loss: 0.0312268 | Time: 3144.73 ms [2021-04-12 23:03:32 main:574] : INFO : Epoch 2014 | loss: 0.0312299 | val_loss: 0.0312261 | Time: 3140.83 ms [2021-04-12 23:03:36 main:574] : INFO : Epoch 2015 | loss: 0.0312303 | val_loss: 0.0312288 | Time: 3179.44 ms [2021-04-12 23:03:39 main:574] : INFO : Epoch 2016 | loss: 0.0312308 | val_loss: 0.0312272 | Time: 3156.41 ms [2021-04-12 23:03:42 main:574] : INFO : Epoch 2017 | loss: 0.0312304 | val_loss: 0.0312271 | Time: 3116.88 ms [2021-04-12 23:03:45 main:574] : INFO : Epoch 2018 | loss: 0.0312306 | val_loss: 0.0312267 | Time: 3132 ms [2021-04-12 23:03:48 main:574] : INFO : Epoch 2019 | loss: 0.031232 | val_loss: 0.0312264 | Time: 3145.09 ms [2021-04-12 23:03:52 main:574] : INFO : Epoch 2020 | loss: 0.0312319 | val_loss: 0.0312263 | Time: 3201.56 ms [2021-04-12 23:03:55 main:574] : INFO : Epoch 2021 | loss: 0.0312302 | val_loss: 0.0312272 | Time: 3173.82 ms [2021-04-12 23:03:58 main:574] : INFO : Epoch 2022 | loss: 0.0312304 | val_loss: 0.031228 | Time: 3161.38 ms [2021-04-12 23:04:01 main:574] : INFO : Epoch 2023 | loss: 0.031231 | val_loss: 0.0312271 | Time: 3155 ms [2021-04-12 23:04:05 main:574] : INFO : Epoch 2024 | loss: 0.0312303 | val_loss: 0.031226 | Time: 3189.19 ms [2021-04-12 23:04:08 main:574] : INFO : Epoch 2025 | loss: 0.0312314 | val_loss: 0.0312276 | Time: 3152.2 ms [2021-04-12 23:04:11 main:574] : INFO : Epoch 2026 | loss: 0.0312305 | val_loss: 0.0312301 | Time: 3157.02 ms [2021-04-12 23:04:15 main:574] : INFO : Epoch 2027 | loss: 0.031233 | val_loss: 0.0312271 | Time: 3946.92 ms [2021-04-12 23:04:18 main:574] : INFO : Epoch 2028 | loss: 0.0312318 | val_loss: 0.0312281 | Time: 3180.35 ms [2021-04-12 23:04:22 main:574] : INFO : Epoch 2029 | loss: 0.0312304 | val_loss: 0.0312274 | Time: 3194.62 ms [2021-04-12 23:04:25 main:574] : INFO : Epoch 2030 | loss: 0.0312324 | val_loss: 0.0312273 | Time: 3163.48 ms [2021-04-12 23:04:28 main:574] : INFO : Epoch 2031 | loss: 0.0312319 | val_loss: 0.0312273 | Time: 3130.43 ms [2021-04-12 23:04:31 main:574] : INFO : Epoch 2032 | loss: 0.0312313 | val_loss: 0.0312291 | Time: 3231.05 ms [2021-04-12 23:04:35 main:574] : INFO : Epoch 2033 | loss: 0.0312317 | val_loss: 0.0312303 | Time: 3295.6 ms [2021-04-12 23:04:38 main:574] : INFO : Epoch 2034 | loss: 0.0312322 | val_loss: 0.0312268 | Time: 3153.02 ms [2021-04-12 23:04:41 main:574] : INFO : Epoch 2035 | loss: 0.0312309 | val_loss: 0.0312261 | Time: 3206.01 ms [2021-04-12 23:04:44 main:574] : INFO : Epoch 2036 | loss: 0.0312328 | val_loss: 0.0312293 | Time: 3195.09 ms [2021-04-12 23:04:48 main:574] : INFO : Epoch 2037 | loss: 0.0312303 | val_loss: 0.031227 | Time: 3152.33 ms [2021-04-12 23:04:51 main:574] : INFO : Epoch 2038 | loss: 0.031231 | val_loss: 0.0312269 | Time: 3134.86 ms [2021-04-12 23:04:54 main:574] : INFO : Epoch 2039 | loss: 0.0312306 | val_loss: 0.0312295 | Time: 3145.01 ms [2021-04-12 23:04:57 main:574] : INFO : Epoch 2040 | loss: 0.0312313 | val_loss: 0.0312267 | Time: 3154.08 ms [2021-04-12 23:05:00 main:574] : INFO : Epoch 2041 | loss: 0.0312305 | val_loss: 0.0312267 | Time: 3148.46 ms [2021-04-12 23:05:04 main:574] : INFO : Epoch 2042 | loss: 0.03123 | val_loss: 0.0312292 | Time: 3413.59 ms [2021-04-12 23:05:07 main:574] : INFO : Epoch 2043 | loss: 0.0312309 | val_loss: 0.031226 | Time: 3206.04 ms [2021-04-12 23:05:10 main:574] : INFO : Epoch 2044 | loss: 0.03123 | val_loss: 0.0312275 | Time: 3146.9 ms [2021-04-12 23:05:13 main:574] : INFO : Epoch 2045 | loss: 0.0312304 | val_loss: 0.0312264 | Time: 3215.26 ms [2021-04-12 23:05:17 main:574] : INFO : Epoch 2046 | loss: 0.0312308 | val_loss: 0.0312294 | Time: 3158.21 ms [2021-04-12 23:05:20 main:574] : INFO : Epoch 2047 | loss: 0.0312311 | val_loss: 0.0312262 | Time: 3129.06 ms [2021-04-12 23:05:23 main:574] : INFO : Epoch 2048 | loss: 0.0312304 | val_loss: 0.0312263 | Time: 3226.71 ms [2021-04-12 23:05:23 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312263 [2021-04-12 23:05:23 main:603] : INFO : Saving end state to config to file [2021-04-12 23:05:23 main:608] : INFO : Success, exiting.. 23:05:23 (19892): called boinc_finish(0) </stderr_txt> ]]>
©2023 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)