Task 3751518
| Name | ParityModified-1611091226-28140-1_0 |
| Workunit | 1928432 |
| Created | 21 Jan 2021, 18:39:50 UTC |
| Sent | 22 Jan 2021, 12:12:34 UTC |
| Report deadline | 29 Jan 2021, 12:12:34 UTC |
| Received | 22 Jan 2021, 17:40:47 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 3033 |
| Run time | 2 hours 7 min 53 sec |
| CPU time | 2 hours 3 min 9 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 9,462.03 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.68 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> main:574] : INFO : Epoch 1542 | loss: 0.0312215 | val_loss: 0.0312389 | Time: 3276.82 ms [2021-01-22 05:53:20 main:574] : INFO : Epoch 1543 | loss: 0.0312236 | val_loss: 0.0312366 | Time: 3235.37 ms [2021-01-22 05:53:23 main:574] : INFO : Epoch 1544 | loss: 0.0312214 | val_loss: 0.0312346 | Time: 3449.7 ms [2021-01-22 05:53:27 main:574] : INFO : Epoch 1545 | loss: 0.0312239 | val_loss: 0.0312561 | Time: 3326.96 ms [2021-01-22 05:53:30 main:574] : INFO : Epoch 1546 | loss: 0.0312356 | val_loss: 0.0312393 | Time: 3341.94 ms [2021-01-22 05:53:34 main:574] : INFO : Epoch 1547 | loss: 0.0312299 | val_loss: 0.0312359 | Time: 3325.81 ms [2021-01-22 05:53:37 main:574] : INFO : Epoch 1548 | loss: 0.031226 | val_loss: 0.0312349 | Time: 3282.85 ms [2021-01-22 05:53:40 main:574] : INFO : Epoch 1549 | loss: 0.0312213 | val_loss: 0.0312344 | Time: 3226.18 ms [2021-01-22 05:53:44 main:574] : INFO : Epoch 1550 | loss: 0.0312267 | val_loss: 0.0312435 | Time: 3293.02 ms [2021-01-22 05:53:47 main:574] : INFO : Epoch 1551 | loss: 0.0312327 | val_loss: 0.0312356 | Time: 3274.02 ms [2021-01-22 05:53:50 main:574] : INFO : Epoch 1552 | loss: 0.031231 | val_loss: 0.0312379 | Time: 3225.55 ms [2021-01-22 05:53:54 main:574] : INFO : Epoch 1553 | loss: 0.0312237 | val_loss: 0.0312339 | Time: 3200.88 ms [2021-01-22 05:53:57 main:574] : INFO : Epoch 1554 | loss: 0.0312217 | val_loss: 0.0312432 | Time: 3211.54 ms [2021-01-22 05:54:00 main:574] : INFO : Epoch 1555 | loss: 0.0312237 | val_loss: 0.0312375 | Time: 3248.12 ms [2021-01-22 05:54:04 main:574] : INFO : Epoch 1556 | loss: 0.0312225 | val_loss: 0.031235 | Time: 3340.99 ms [2021-01-22 05:54:07 main:574] : INFO : Epoch 1557 | loss: 0.0312216 | val_loss: 0.0312431 | Time: 3208.62 ms [2021-01-22 05:54:10 main:574] : INFO : Epoch 1558 | loss: 0.0312248 | val_loss: 0.0312412 | Time: 3245.02 ms [2021-01-22 05:54:14 main:574] : INFO : Epoch 1559 | loss: 0.0312208 | val_loss: 0.0312368 | Time: 3175.43 ms [2021-01-22 05:54:17 main:574] : INFO : Epoch 1560 | loss: 0.0312209 | val_loss: 0.0312314 | Time: 3300.37 ms [2021-01-22 05:54:20 main:574] : INFO : Epoch 1561 | loss: 0.0312222 | val_loss: 0.0312327 | Time: 3195.32 ms [2021-01-22 05:54:24 main:574] : INFO : Epoch 1562 | loss: 0.0312236 | val_loss: 0.0312319 | Time: 3284.93 ms [2021-01-22 05:54:27 main:574] : INFO : Epoch 1563 | loss: 0.0312247 | val_loss: 0.0312302 | Time: 3205.56 ms [2021-01-22 05:54:30 main:574] : INFO : Epoch 1564 | loss: 0.0312224 | val_loss: 0.0312394 | Time: 3381.94 ms [2021-01-22 05:54:34 main:574] : INFO : Epoch 1565 | loss: 0.0312266 | val_loss: 0.031231 | Time: 3215.68 ms [2021-01-22 05:54:37 main:574] : INFO : Epoch 1566 | loss: 0.0312233 | val_loss: 0.0312363 | Time: 3236.95 ms [2021-01-22 05:54:40 main:574] : INFO : Epoch 1567 | loss: 0.0312289 | val_loss: 0.0312375 | Time: 3179.38 ms [2021-01-22 05:54:44 main:574] : INFO : Epoch 1568 | loss: 0.0312225 | val_loss: 0.0312301 | Time: 3277.48 ms [2021-01-22 05:54:47 main:574] : INFO : Epoch 1569 | loss: 0.0312251 | val_loss: 0.0312298 | Time: 3288.84 ms [2021-01-22 05:54:50 main:574] : INFO : Epoch 1570 | loss: 0.0312213 | val_loss: 0.0312299 | Time: 3257.14 ms [2021-01-22 05:54:54 main:574] : INFO : Epoch 1571 | loss: 0.0312228 | val_loss: 0.03123 | Time: 3305.46 ms [2021-01-22 05:54:57 main:574] : INFO : Epoch 1572 | loss: 0.031224 | val_loss: 0.0312278 | Time: 3144.05 ms [2021-01-22 05:55:00 main:574] : INFO : Epoch 1573 | loss: 0.0312233 | val_loss: 0.0312285 | Time: 3199.57 ms [2021-01-22 05:55:03 main:574] : INFO : Epoch 1574 | loss: 0.0312231 | val_loss: 0.0312292 | Time: 3208.51 ms [2021-01-22 05:55:07 main:574] : INFO : Epoch 1575 | loss: 0.0312212 | val_loss: 0.0312312 | Time: 3179.12 ms [2021-01-22 05:55:10 main:574] : INFO : Epoch 1576 | loss: 0.0312204 | val_loss: 0.031229 | Time: 3346.04 ms [2021-01-22 05:55:13 main:574] : INFO : Epoch 1577 | loss: 0.0312199 | val_loss: 0.0312308 | Time: 3199.09 ms [2021-01-22 05:55:17 main:574] : INFO : Epoch 1578 | loss: 0.0312204 | val_loss: 0.0312282 | Time: 3306 ms [2021-01-22 05:55:20 main:574] : INFO : Epoch 1579 | loss: 0.0312187 | val_loss: 0.031231 | Time: 3206.68 ms [2021-01-22 05:55:23 main:574] : INFO : Epoch 1580 | loss: 0.0312215 | val_loss: 0.031231 | Time: 3326.24 ms [2021-01-22 05:55:26 main:574] : INFO : Epoch 1581 | loss: 0.0312224 | val_loss: 0.0312285 | Time: 3212.56 ms [2021-01-22 05:55:30 main:574] : INFO : Epoch 1582 | loss: 0.0312235 | val_loss: 0.0312336 | Time: 3306.78 ms [2021-01-22 05:55:33 main:574] : INFO : Epoch 1583 | loss: 0.0312239 | val_loss: 0.0312327 | Time: 3247.44 ms [2021-01-22 05:55:37 main:574] : INFO : Epoch 1584 | loss: 0.0312203 | val_loss: 0.0312397 | Time: 3245.41 ms [2021-01-22 05:55:40 main:574] : INFO : Epoch 1585 | loss: 0.0312194 | val_loss: 0.0312326 | Time: 3214.16 ms [2021-01-22 05:55:43 main:574] : INFO : Epoch 1586 | loss: 0.0312192 | val_loss: 0.0312314 | Time: 3225.93 ms [2021-01-22 05:55:47 main:574] : INFO : Epoch 1587 | loss: 0.031221 | val_loss: 0.0312342 | Time: 3299.46 ms [2021-01-22 05:55:50 main:574] : INFO : Epoch 1588 | loss: 0.0312205 | val_loss: 0.0312285 | Time: 3225.1 ms [2021-01-22 05:55:53 main:574] : INFO : Epoch 1589 | loss: 0.0312195 | val_loss: 0.0312298 | Time: 3308.43 ms [2021-01-22 05:55:57 main:574] : INFO : Epoch 1590 | loss: 0.0312224 | val_loss: 0.0312366 | Time: 3205.71 ms [2021-01-22 05:56:00 main:574] : INFO : Epoch 1591 | loss: 0.031229 | val_loss: 0.0312302 | Time: 3153.29 ms [2021-01-22 05:56:03 main:574] : INFO : Epoch 1592 | loss: 0.0312197 | val_loss: 0.0312273 | Time: 3173.81 ms [2021-01-22 05:56:06 main:574] : INFO : Epoch 1593 | loss: 0.0312194 | val_loss: 0.031228 | Time: 3210.87 ms [2021-01-22 05:56:10 main:574] : INFO : Epoch 1594 | loss: 0.0312175 | val_loss: 0.0312365 | Time: 3202.23 ms [2021-01-22 05:56:13 main:574] : INFO : Epoch 1595 | loss: 0.0312172 | val_loss: 0.031235 | Time: 3249.86 ms [2021-01-22 05:56:16 main:574] : INFO : Epoch 1596 | loss: 0.0312181 | val_loss: 0.0312288 | Time: 3154.51 ms [2021-01-22 05:56:20 main:574] : INFO : Epoch 1597 | loss: 0.0312161 | val_loss: 0.0312285 | Time: 3320.24 ms [2021-01-22 05:56:23 main:574] : INFO : Epoch 1598 | loss: 0.0312183 | val_loss: 0.0312285 | Time: 3208.31 ms [2021-01-22 05:56:26 main:574] : INFO : Epoch 1599 | loss: 0.0312182 | val_loss: 0.0312321 | Time: 3282.06 ms [2021-01-22 05:56:30 main:574] : INFO : Epoch 1600 | loss: 0.031219 | val_loss: 0.0312273 | Time: 3285.99 ms [2021-01-22 05:56:33 main:574] : INFO : Epoch 1601 | loss: 0.0312178 | val_loss: 0.0312319 | Time: 3221.84 ms [2021-01-22 05:56:36 main:574] : INFO : Epoch 1602 | loss: 0.0312175 | val_loss: 0.0312453 | Time: 3198.26 ms [2021-01-22 05:56:40 main:574] : INFO : Epoch 1603 | loss: 0.0312202 | val_loss: 0.0312318 | Time: 3322.25 ms [2021-01-22 05:56:43 main:574] : INFO : Epoch 1604 | loss: 0.0312181 | val_loss: 0.0312456 | Time: 3292.97 ms [2021-01-22 05:56:46 main:574] : INFO : Epoch 1605 | loss: 0.0312183 | val_loss: 0.0312397 | Time: 3226.82 ms [2021-01-22 05:56:49 main:574] : INFO : Epoch 1606 | loss: 0.0312244 | val_loss: 0.0312299 | Time: 3179.86 ms [2021-01-22 05:56:53 main:574] : INFO : Epoch 1607 | loss: 0.0312197 | val_loss: 0.0312322 | Time: 3295.46 ms [2021-01-22 05:56:56 main:574] : INFO : Epoch 1608 | loss: 0.0312167 | val_loss: 0.0312346 | Time: 3252.4 ms [2021-01-22 05:57:00 main:574] : INFO : Epoch 1609 | loss: 0.031217 | val_loss: 0.0312329 | Time: 3312.04 ms [2021-01-22 05:57:03 main:574] : INFO : Epoch 1610 | loss: 0.0312167 | val_loss: 0.0312275 | Time: 3248.79 ms [2021-01-22 05:57:06 main:574] : INFO : Epoch 1611 | loss: 0.0312176 | val_loss: 0.0312289 | Time: 3200.41 ms [2021-01-22 05:57:09 main:574] : INFO : Epoch 1612 | loss: 0.0312175 | val_loss: 0.0312294 | Time: 3251.63 ms [2021-01-22 05:57:13 main:574] : INFO : Epoch 1613 | loss: 0.0312194 | val_loss: 0.0312335 | Time: 3249.28 ms [2021-01-22 05:57:16 main:574] : INFO : Epoch 1614 | loss: 0.0312187 | val_loss: 0.031232 | Time: 3249.62 ms [2021-01-22 05:57:19 main:574] : INFO : Epoch 1615 | loss: 0.0312239 | val_loss: 0.0312293 | Time: 3246.32 ms [2021-01-22 05:57:23 main:574] : INFO : Epoch 1616 | loss: 0.0312168 | val_loss: 0.031235 | Time: 3217.27 ms [2021-01-22 05:57:26 main:574] : INFO : Epoch 1617 | loss: 0.0312156 | val_loss: 0.0312404 | Time: 3233.45 ms [2021-01-22 05:57:30 main:574] : INFO : Epoch 1618 | loss: 0.0312179 | val_loss: 0.0312349 | Time: 3241.49 ms [2021-01-22 05:57:33 main:574] : INFO : Epoch 1619 | loss: 0.0312166 | val_loss: 0.0312432 | Time: 3248.41 ms [2021-01-22 05:57:36 main:574] : INFO : Epoch 1620 | loss: 0.0312144 | val_loss: 0.0312285 | Time: 3279.5 ms [2021-01-22 05:57:40 main:574] : INFO : Epoch 1621 | loss: 0.0312169 | val_loss: 0.0312358 | Time: 3247.81 ms [2021-01-22 05:57:43 main:574] : INFO : Epoch 1622 | loss: 0.0312176 | val_loss: 0.0312369 | Time: 3217.57 ms [2021-01-22 05:57:46 main:574] : INFO : Epoch 1623 | loss: 0.0312177 | val_loss: 0.0312405 | Time: 3262.82 ms [2021-01-22 05:57:50 main:574] : INFO : Epoch 1624 | loss: 0.0312175 | val_loss: 0.0312437 | Time: 3297.41 ms [2021-01-22 05:57:53 main:574] : INFO : Epoch 1625 | loss: 0.0312146 | val_loss: 0.0312323 | Time: 3275.67 ms [2021-01-22 05:57:56 main:574] : INFO : Epoch 1626 | loss: 0.0312148 | val_loss: 0.031233 | Time: 3214.41 ms [2021-01-22 05:58:00 main:574] : INFO : Epoch 1627 | loss: 0.0312159 | val_loss: 0.0312395 | Time: 3230.43 ms [2021-01-22 05:58:03 main:574] : INFO : Epoch 1628 | loss: 0.0312162 | val_loss: 0.0312488 | Time: 3202.48 ms [2021-01-22 05:58:06 main:574] : INFO : Epoch 1629 | loss: 0.0312228 | val_loss: 0.031245 | Time: 3310.84 ms [2021-01-22 05:58:10 main:574] : INFO : Epoch 1630 | loss: 0.0312183 | val_loss: 0.0312407 | Time: 3266.8 ms [2021-01-22 05:58:13 main:574] : INFO : Epoch 1631 | loss: 0.0312215 | val_loss: 0.031227 | Time: 3235.01 ms [2021-01-22 05:58:16 main:574] : INFO : Epoch 1632 | loss: 0.0312207 | val_loss: 0.0312231 | Time: 3309.76 ms [2021-01-22 05:58:20 main:574] : INFO : Epoch 1633 | loss: 0.0312188 | val_loss: 0.0312239 | Time: 3308.18 ms [2021-01-22 05:58:23 main:574] : INFO : Epoch 1634 | loss: 0.031217 | val_loss: 0.0312279 | Time: 3259.36 ms [2021-01-22 05:58:27 main:574] : INFO : Epoch 1635 | loss: 0.0312207 | val_loss: 0.0312319 | Time: 3248.63 ms [2021-01-22 05:58:30 main:574] : INFO : Epoch 1636 | loss: 0.031218 | val_loss: 0.0312281 | Time: 3192.38 ms [2021-01-22 05:58:33 main:574] : INFO : Epoch 1637 | loss: 0.0312167 | val_loss: 0.0312301 | Time: 3194.83 ms [2021-01-22 05:58:36 main:574] : INFO : Epoch 1638 | loss: 0.0312154 | val_loss: 0.0312302 | Time: 3227.14 ms [2021-01-22 05:58:40 main:574] : INFO : Epoch 1639 | loss: 0.0312162 | val_loss: 0.0312337 | Time: 3251.73 ms [2021-01-22 05:58:43 main:574] : INFO : Epoch 1640 | loss: 0.031217 | val_loss: 0.0312339 | Time: 3199.33 ms [2021-01-22 05:58:46 main:574] : INFO : Epoch 1641 | loss: 0.0312167 | val_loss: 0.0312365 | Time: 3132.32 ms [2021-01-22 05:58:50 main:574] : INFO : Epoch 1642 | loss: 0.0312162 | val_loss: 0.0312461 | Time: 3283.94 ms [2021-01-22 05:58:53 main:574] : INFO : Epoch 1643 | loss: 0.0312188 | val_loss: 0.0312321 | Time: 3320.74 ms [2021-01-22 05:58:56 main:574] : INFO : Epoch 1644 | loss: 0.0312164 | val_loss: 0.0312349 | Time: 3198.52 ms [2021-01-22 05:59:00 main:574] : INFO : Epoch 1645 | loss: 0.0312197 | val_loss: 0.0312316 | Time: 3319.05 ms [2021-01-22 05:59:03 main:574] : INFO : Epoch 1646 | loss: 0.0312166 | val_loss: 0.031236 | Time: 3182.47 ms [2021-01-22 05:59:06 main:574] : INFO : Epoch 1647 | loss: 0.0312172 | val_loss: 0.0312417 | Time: 3313.27 ms [2021-01-22 05:59:10 main:574] : INFO : Epoch 1648 | loss: 0.0312174 | val_loss: 0.0312405 | Time: 3269.2 ms [2021-01-22 05:59:13 main:574] : INFO : Epoch 1649 | loss: 0.0312149 | val_loss: 0.0312343 | Time: 3221.44 ms [2021-01-22 05:59:16 main:574] : INFO : Epoch 1650 | loss: 0.0312158 | val_loss: 0.0312343 | Time: 3347.21 ms [2021-01-22 05:59:20 main:574] : INFO : Epoch 1651 | loss: 0.031215 | val_loss: 0.0312327 | Time: 3205.76 ms [2021-01-22 05:59:23 main:574] : INFO : Epoch 1652 | loss: 0.0312215 | val_loss: 0.0312361 | Time: 3121.51 ms [2021-01-22 05:59:26 main:574] : INFO : Epoch 1653 | loss: 0.0312183 | val_loss: 0.0312363 | Time: 3244.09 ms [2021-01-22 05:59:30 main:574] : INFO : Epoch 1654 | loss: 0.031215 | val_loss: 0.0312319 | Time: 3189.13 ms [2021-01-22 05:59:33 main:574] : INFO : Epoch 1655 | loss: 0.0312192 | val_loss: 0.0312326 | Time: 3266.14 ms [2021-01-22 05:59:36 main:574] : INFO : Epoch 1656 | loss: 0.0312181 | val_loss: 0.0312351 | Time: 3244.52 ms [2021-01-22 05:59:40 main:574] : INFO : Epoch 1657 | loss: 0.0312145 | val_loss: 0.0312413 | Time: 3200.41 ms [2021-01-22 05:59:43 main:574] : INFO : Epoch 1658 | loss: 0.0312142 | val_loss: 0.0312362 | Time: 3342.41 ms [2021-01-22 05:59:46 main:574] : INFO : Epoch 1659 | loss: 0.0312158 | val_loss: 0.0312413 | Time: 3342.66 ms [2021-01-22 05:59:50 main:574] : INFO : Epoch 1660 | loss: 0.0312291 | val_loss: 0.0312336 | Time: 3240.16 ms [2021-01-22 05:59:53 main:574] : INFO : Epoch 1661 | loss: 0.0312269 | val_loss: 0.0312392 | Time: 3316.71 ms [2021-01-22 05:59:57 main:574] : INFO : Epoch 1662 | loss: 0.0315394 | val_loss: 0.0314575 | Time: 3248.06 ms [2021-01-22 06:00:00 main:574] : INFO : Epoch 1663 | loss: 0.0334232 | val_loss: 0.0322019 | Time: 3256.78 ms [2021-01-22 06:00:03 main:574] : INFO : Epoch 1664 | loss: 0.0339842 | val_loss: 0.0321103 | Time: 3262.63 ms [2021-01-22 06:00:06 main:574] : INFO : Epoch 1665 | loss: 0.0315791 | val_loss: 0.0313526 | Time: 3234.22 ms [2021-01-22 06:00:10 main:574] : INFO : Epoch 1666 | loss: 0.0313075 | val_loss: 0.0312754 | Time: 3210.51 ms [2021-01-22 06:00:13 main:574] : INFO : Epoch 1667 | loss: 0.0312605 | val_loss: 0.0312541 | Time: 3248.6 ms [2021-01-22 06:00:16 main:574] : INFO : Epoch 1668 | loss: 0.0312529 | val_loss: 0.031252 | Time: 3188.55 ms [2021-01-22 06:00:20 main:574] : INFO : Epoch 1669 | loss: 0.0312513 | val_loss: 0.031251 | Time: 3282.08 ms [2021-01-22 06:00:23 main:574] : INFO : Epoch 1670 | loss: 0.0312514 | val_loss: 0.0312516 | Time: 3262.18 ms [2021-01-22 06:00:26 main:574] : INFO : Epoch 1671 | loss: 0.0312511 | val_loss: 0.0312509 | Time: 3298.52 ms [2021-01-22 06:00:30 main:574] : INFO : Epoch 1672 | loss: 0.0312507 | val_loss: 0.0312507 | Time: 3316.31 ms [2021-01-22 06:00:33 main:574] : INFO : Epoch 1673 | loss: 0.0312505 | val_loss: 0.0312506 | Time: 3255.34 ms [2021-01-22 06:00:36 main:574] : INFO : Epoch 1674 | loss: 0.0312504 | val_loss: 0.0312504 | Time: 3301.37 ms [2021-01-22 06:00:40 main:574] : INFO : Epoch 1675 | loss: 0.0312506 | val_loss: 0.0312504 | Time: 3309.18 ms [2021-01-22 06:00:43 main:574] : INFO : Epoch 1676 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 3178.08 ms [2021-01-22 06:00:46 main:574] : INFO : Epoch 1677 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 3221.99 ms [2021-01-22 06:00:50 main:574] : INFO : Epoch 1678 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 3191.88 ms [2021-01-22 06:00:53 main:574] : INFO : Epoch 1679 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 3282.14 ms [2021-01-22 06:00:56 main:574] : INFO : Epoch 1680 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 3190.05 ms [2021-01-22 06:00:59 main:574] : INFO : Epoch 1681 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 3273.05 ms [2021-01-22 06:01:03 main:574] : INFO : Epoch 1682 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 3334.39 ms [2021-01-22 06:01:06 main:574] : INFO : Epoch 1683 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 3321.88 ms [2021-01-22 06:01:10 main:574] : INFO : Epoch 1684 | loss: 0.03125 | val_loss: 0.0312499 | Time: 3263.02 ms [2021-01-22 06:01:13 main:574] : INFO : Epoch 1685 | loss: 0.0312497 | val_loss: 0.0312502 | Time: 3248.79 ms [2021-01-22 06:01:16 main:574] : INFO : Epoch 1686 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 3228.21 ms [2021-01-22 06:01:20 main:574] : INFO : Epoch 1687 | loss: 0.0312495 | val_loss: 0.0312505 | Time: 3251.01 ms [2021-01-22 06:01:23 main:574] : INFO : Epoch 1688 | loss: 0.0312498 | val_loss: 0.0312504 | Time: 3258.88 ms [2021-01-22 06:01:26 main:574] : INFO : Epoch 1689 | loss: 0.0312495 | val_loss: 0.0312499 | Time: 3211.31 ms [2021-01-22 06:01:30 main:574] : INFO : Epoch 1690 | loss: 0.0312496 | val_loss: 0.0312498 | Time: 3265.16 ms [2021-01-22 06:01:33 main:574] : INFO : Epoch 1691 | loss: 0.0312495 | val_loss: 0.03125 | Time: 3200.5 ms [2021-01-22 06:01:36 main:574] : INFO : Epoch 1692 | loss: 0.0312493 | val_loss: 0.0312497 | Time: 3326.35 ms [2021-01-22 06:01:40 main:574] : INFO : Epoch 1693 | loss: 0.0312493 | val_loss: 0.0312499 | Time: 3236.36 ms [2021-01-22 06:01:43 main:574] : INFO : Epoch 1694 | loss: 0.0312495 | val_loss: 0.0312496 | Time: 3304.57 ms [2021-01-22 06:01:46 main:574] : INFO : Epoch 1695 | loss: 0.0312491 | val_loss: 0.0312492 | Time: 3381.29 ms [2021-01-22 06:01:50 main:574] : INFO : Epoch 1696 | loss: 0.031249 | val_loss: 0.031249 | Time: 3261.69 ms [2021-01-22 06:01:53 main:574] : INFO : Epoch 1697 | loss: 0.0312489 | val_loss: 0.0312495 | Time: 3267.65 ms [2021-01-22 06:01:56 main:574] : INFO : Epoch 1698 | loss: 0.0312495 | val_loss: 0.0312495 | Time: 3272.74 ms [2021-01-22 06:02:00 main:574] : INFO : Epoch 1699 | loss: 0.0312489 | val_loss: 0.0312492 | Time: 3262.84 ms [2021-01-22 06:02:03 main:574] : INFO : Epoch 1700 | loss: 0.0312489 | val_loss: 0.0312489 | Time: 3155.77 ms [2021-01-22 06:02:06 main:574] : INFO : Epoch 1701 | loss: 0.0312489 | val_loss: 0.0312488 | Time: 3324.61 ms [2021-01-22 06:02:10 main:574] : INFO : Epoch 1702 | loss: 0.0312486 | val_loss: 0.0312485 | Time: 3264.78 ms [2021-01-22 06:02:13 main:574] : INFO : Epoch 1703 | loss: 0.0312484 | val_loss: 0.0312484 | Time: 3249.34 ms [2021-01-22 06:02:16 main:574] : INFO : Epoch 1704 | loss: 0.0312482 | val_loss: 0.0312483 | Time: 3337.77 ms [2021-01-22 06:02:20 main:574] : INFO : Epoch 1705 | loss: 0.031248 | val_loss: 0.0312481 | Time: 3251.28 ms [2021-01-22 06:02:23 main:574] : INFO : Epoch 1706 | loss: 0.031248 | val_loss: 0.0312481 | Time: 3349.48 ms [2021-01-22 06:02:26 main:574] : INFO : Epoch 1707 | loss: 0.0312478 | val_loss: 0.0312482 | Time: 3274.38 ms [2021-01-22 06:02:30 main:574] : INFO : Epoch 1708 | loss: 0.0312478 | val_loss: 0.0312476 | Time: 3262.6 ms [2021-01-22 06:02:33 main:574] : INFO : Epoch 1709 | loss: 0.0312476 | val_loss: 0.0312484 | Time: 3256.39 ms [2021-01-22 06:02:36 main:574] : INFO : Epoch 1710 | loss: 0.0312479 | val_loss: 0.0312473 | Time: 3272.48 ms [2021-01-22 06:02:40 main:574] : INFO : Epoch 1711 | loss: 0.0312475 | val_loss: 0.0312481 | Time: 3208.82 ms [2021-01-22 06:02:43 main:574] : INFO : Epoch 1712 | loss: 0.0312474 | val_loss: 0.0312475 | Time: 3206.03 ms [2021-01-22 06:02:46 main:574] : INFO : Epoch 1713 | loss: 0.031247 | val_loss: 0.0312468 | Time: 3221.33 ms [2021-01-22 06:02:50 main:574] : INFO : Epoch 1714 | loss: 0.031247 | val_loss: 0.0312472 | Time: 3251.74 ms [2021-01-22 06:02:53 main:574] : INFO : Epoch 1715 | loss: 0.0312467 | val_loss: 0.0312466 | Time: 3200.34 ms [2021-01-22 06:02:56 main:574] : INFO : Epoch 1716 | loss: 0.0312466 | val_loss: 0.0312466 | Time: 3270.5 ms [2021-01-22 06:02:59 main:574] : INFO : Epoch 1717 | loss: 0.0312463 | val_loss: 0.0312462 | Time: 3146.74 ms [2021-01-22 06:03:03 main:574] : INFO : Epoch 1718 | loss: 0.0312464 | val_loss: 0.0312455 | Time: 3267.94 ms [2021-01-22 06:03:06 main:574] : INFO : Epoch 1719 | loss: 0.0312456 | val_loss: 0.0312459 | Time: 3263.42 ms [2021-01-22 06:03:10 main:574] : INFO : Epoch 1720 | loss: 0.0312453 | val_loss: 0.0312451 | Time: 3267.02 ms [2021-01-22 06:03:13 main:574] : INFO : Epoch 1721 | loss: 0.0312462 | val_loss: 0.0312448 | Time: 3231.78 ms [2021-01-22 06:03:16 main:574] : INFO : Epoch 1722 | loss: 0.0312467 | val_loss: 0.0312453 | Time: 3312.57 ms [2021-01-22 06:03:20 main:574] : INFO : Epoch 1723 | loss: 0.0312454 | val_loss: 0.0312439 | Time: 3375.53 ms [2021-01-22 06:03:23 main:574] : INFO : Epoch 1724 | loss: 0.0312447 | val_loss: 0.0312436 | Time: 3223.09 ms [2021-01-22 06:03:26 main:574] : INFO : Epoch 1725 | loss: 0.031244 | val_loss: 0.0312447 | Time: 3146.3 ms [2021-01-22 06:03:29 main:574] : INFO : Epoch 1726 | loss: 0.031245 | val_loss: 0.0312427 | Time: 3129.45 ms [2021-01-22 06:03:33 main:574] : INFO : Epoch 1727 | loss: 0.0312431 | val_loss: 0.0312445 | Time: 3347.36 ms [2021-01-22 06:03:36 main:574] : INFO : Epoch 1728 | loss: 0.0312429 | val_loss: 0.0312415 | Time: 3191.12 ms [2021-01-22 06:03:39 main:574] : INFO : Epoch 1729 | loss: 0.0312425 | val_loss: 0.0312451 | Time: 3134.68 ms [2021-01-22 06:03:43 main:574] : INFO : Epoch 1730 | loss: 0.0312487 | val_loss: 0.0312433 | Time: 3197.05 ms [2021-01-22 06:03:46 main:574] : INFO : Epoch 1731 | loss: 0.0312439 | val_loss: 0.0312406 | Time: 3196.98 ms [2021-01-22 06:03:49 main:574] : INFO : Epoch 1732 | loss: 0.0312433 | val_loss: 0.0312416 | Time: 3228.72 ms [2021-01-22 06:03:52 main:574] : INFO : Epoch 1733 | loss: 0.0312446 | val_loss: 0.0312451 | Time: 3343.83 ms [2021-01-22 06:03:56 main:574] : INFO : Epoch 1734 | loss: 0.0312425 | val_loss: 0.0312394 | Time: 3183.89 ms [2021-01-22 06:03:59 main:574] : INFO : Epoch 1735 | loss: 0.0312417 | val_loss: 0.0312405 | Time: 3198.48 ms [2021-01-22 06:04:02 main:574] : INFO : Epoch 1736 | loss: 0.0312408 | val_loss: 0.03124 | Time: 3267.81 ms [2021-01-22 06:04:06 main:574] : INFO : Epoch 1737 | loss: 0.0312431 | val_loss: 0.0312482 | Time: 3232.86 ms [2021-01-22 06:04:09 main:574] : INFO : Epoch 1738 | loss: 0.0312431 | val_loss: 0.0312392 | Time: 3200.98 ms [2021-01-22 06:04:12 main:574] : INFO : Epoch 1739 | loss: 0.0312432 | val_loss: 0.0312481 | Time: 3369.45 ms [2021-01-22 06:04:16 main:574] : INFO : Epoch 1740 | loss: 0.0312435 | val_loss: 0.0312392 | Time: 3284.81 ms [2021-01-22 06:04:19 main:574] : INFO : Epoch 1741 | loss: 0.0312442 | val_loss: 0.0312424 | Time: 3240 ms [2021-01-22 06:04:22 main:574] : INFO : Epoch 1742 | loss: 0.0312438 | val_loss: 0.0312383 | Time: 3212.73 ms [2021-01-22 06:04:25 main:574] : INFO : Epoch 1743 | loss: 0.03124 | val_loss: 0.0312439 | Time: 3170.26 ms [2021-01-22 06:04:29 main:574] : INFO : Epoch 1744 | loss: 0.0312412 | val_loss: 0.031241 | Time: 3237.5 ms [2021-01-22 06:04:32 main:574] : INFO : Epoch 1745 | loss: 0.03124 | val_loss: 0.0312382 | Time: 3242.45 ms [2021-01-22 06:04:36 main:574] : INFO : Epoch 1746 | loss: 0.0312398 | val_loss: 0.0312384 | Time: 3240.2 ms [2021-01-22 06:04:39 main:574] : INFO : Epoch 1747 | loss: 0.03124 | val_loss: 0.0312373 | Time: 3209.23 ms [2021-01-22 06:04:42 main:574] : INFO : Epoch 1748 | loss: 0.0312429 | val_loss: 0.0312407 | Time: 3349.29 ms [2021-01-22 06:04:46 main:574] : INFO : Epoch 1749 | loss: 0.0312404 | val_loss: 0.0312368 | Time: 3199.89 ms [2021-01-22 06:04:49 main:574] : INFO : Epoch 1750 | loss: 0.0312394 | val_loss: 0.0312367 | Time: 3275.85 ms [2021-01-22 06:04:52 main:574] : INFO : Epoch 1751 | loss: 0.0312385 | val_loss: 0.0312415 | Time: 3251.59 ms [2021-01-22 06:04:56 main:574] : INFO : Epoch 1752 | loss: 0.0312383 | val_loss: 0.0312363 | Time: 3261.32 ms [2021-01-22 06:04:59 main:574] : INFO : Epoch 1753 | loss: 0.0312376 | val_loss: 0.0312399 | Time: 3309.8 ms [2021-01-22 06:05:02 main:574] : INFO : Epoch 1754 | loss: 0.0312384 | val_loss: 0.0312361 | Time: 3225.98 ms [2021-01-22 06:05:06 main:574] : INFO : Epoch 1755 | loss: 0.0312388 | val_loss: 0.0312403 | Time: 3225.08 ms [2021-01-22 06:05:09 main:574] : INFO : Epoch 1756 | loss: 0.0312392 | val_loss: 0.0312357 | Time: 3188.8 ms [2021-01-22 06:05:12 main:574] : INFO : Epoch 1757 | loss: 0.0312398 | val_loss: 0.031237 | Time: 3247.04 ms [2021-01-22 06:05:15 main:574] : INFO : Epoch 1758 | loss: 0.0312442 | val_loss: 0.03124 | Time: 3229.93 ms [2021-01-22 06:05:19 main:574] : INFO : Epoch 1759 | loss: 0.0312404 | val_loss: 0.0312366 | Time: 3223.89 ms [2021-01-22 06:05:22 main:574] : INFO : Epoch 1760 | loss: 0.0312376 | val_loss: 0.0312369 | Time: 3221.87 ms [2021-01-22 06:05:25 main:574] : INFO : Epoch 1761 | loss: 0.0312382 | val_loss: 0.0312359 | Time: 3251.54 ms [2021-01-22 06:05:29 main:574] : INFO : Epoch 1762 | loss: 0.03124 | val_loss: 0.0312368 | Time: 3276.69 ms [2021-01-22 06:05:32 main:574] : INFO : Epoch 1763 | loss: 0.0312417 | val_loss: 0.0312355 | Time: 3279.12 ms [2021-01-22 06:05:35 main:574] : INFO : Epoch 1764 | loss: 0.0312401 | val_loss: 0.0312363 | Time: 3206.62 ms [2021-01-22 06:05:39 main:574] : INFO : Epoch 1765 | loss: 0.031237 | val_loss: 0.0312366 | Time: 3247.13 ms [2021-01-22 06:05:42 main:574] : INFO : Epoch 1766 | loss: 0.0312385 | val_loss: 0.0312369 | Time: 3172.09 ms [2021-01-22 06:05:45 main:574] : INFO : Epoch 1767 | loss: 0.0312378 | val_loss: 0.0312355 | Time: 3252.51 ms [2021-01-22 06:05:48 main:574] : INFO : Epoch 1768 | loss: 0.0312383 | val_loss: 0.0312355 | Time: 3175.51 ms [2021-01-22 06:05:52 main:574] : INFO : Epoch 1769 | loss: 0.0312374 | val_loss: 0.031237 | Time: 3280.09 ms [2021-01-22 06:05:55 main:574] : INFO : Epoch 1770 | loss: 0.0312365 | val_loss: 0.0312352 | Time: 3236.59 ms [2021-01-22 06:05:58 main:574] : INFO : Epoch 1771 | loss: 0.0312376 | val_loss: 0.0312344 | Time: 3253.82 ms [2021-01-22 06:06:02 main:574] : INFO : Epoch 1772 | loss: 0.0312373 | val_loss: 0.0312346 | Time: 3175.77 ms [2021-01-22 06:06:05 main:574] : INFO : Epoch 1773 | loss: 0.0312388 | val_loss: 0.0312535 | Time: 3174 ms [2021-01-22 06:06:08 main:574] : INFO : Epoch 1774 | loss: 0.0312413 | val_loss: 0.0312367 | Time: 3249.08 ms [2021-01-22 06:06:11 main:574] : INFO : Epoch 1775 | loss: 0.0312388 | val_loss: 0.0312353 | Time: 3191.07 ms [2021-01-22 06:06:15 main:574] : INFO : Epoch 1776 | loss: 0.0312385 | val_loss: 0.0312365 | Time: 3325.75 ms [2021-01-22 06:06:18 main:574] : INFO : Epoch 1777 | loss: 0.0312386 | val_loss: 0.0312393 | Time: 3315.47 ms [2021-01-22 06:06:21 main:574] : INFO : Epoch 1778 | loss: 0.0312365 | val_loss: 0.0312365 | Time: 3205.25 ms [2021-01-22 06:06:25 main:574] : INFO : Epoch 1779 | loss: 0.0312359 | val_loss: 0.0312352 | Time: 3193.5 ms [2021-01-22 06:06:28 main:574] : INFO : Epoch 1780 | loss: 0.031236 | val_loss: 0.0312345 | Time: 3268.26 ms [2021-01-22 06:06:31 main:574] : INFO : Epoch 1781 | loss: 0.0312361 | val_loss: 0.0312339 | Time: 3255.23 ms [2021-01-22 06:06:35 main:574] : INFO : Epoch 1782 | loss: 0.0312377 | val_loss: 0.0312337 | Time: 3332.24 ms [2021-01-22 06:06:38 main:574] : INFO : Epoch 1783 | loss: 0.0312363 | val_loss: 0.031234 | Time: 3247.7 ms [2021-01-22 06:06:42 main:574] : INFO : Epoch 1784 | loss: 0.031236 | val_loss: 0.0312354 | Time: 3337.75 ms [2021-01-22 06:06:45 main:574] : INFO : Epoch 1785 | loss: 0.0312374 | val_loss: 0.0312343 | Time: 3145.04 ms [2021-01-22 06:06:48 main:574] : INFO : Epoch 1786 | loss: 0.0312366 | val_loss: 0.0312354 | Time: 3224.14 ms [2021-01-22 06:06:51 main:574] : INFO : Epoch 1787 | loss: 0.031236 | val_loss: 0.0312391 | Time: 3229.58 ms [2021-01-22 06:06:55 main:574] : INFO : Epoch 1788 | loss: 0.0312421 | val_loss: 0.0312365 | Time: 3242.15 ms [2021-01-22 06:06:58 main:574] : INFO : Epoch 1789 | loss: 0.0312374 | val_loss: 0.0312383 | Time: 3342.81 ms [2021-01-22 06:07:02 main:574] : INFO : Epoch 1790 | loss: 0.0312369 | val_loss: 0.0312345 | Time: 3298.49 ms [2021-01-22 06:07:05 main:574] : INFO : Epoch 1791 | loss: 0.0312357 | val_loss: 0.0312339 | Time: 3335.61 ms [2021-01-22 06:07:08 main:574] : INFO : Epoch 1792 | loss: 0.0312362 | val_loss: 0.0312364 | Time: 3213.16 ms [2021-01-22 06:07:12 main:574] : INFO : Epoch 1793 | loss: 0.0312359 | val_loss: 0.0312341 | Time: 3362.18 ms [2021-01-22 06:07:15 main:574] : INFO : Epoch 1794 | loss: 0.0312389 | val_loss: 0.0312343 | Time: 3190.65 ms [2021-01-22 06:07:18 main:574] : INFO : Epoch 1795 | loss: 0.0312372 | val_loss: 0.0312431 | Time: 3261.11 ms [2021-01-22 06:07:22 main:574] : INFO : Epoch 1796 | loss: 0.0312383 | val_loss: 0.0312353 | Time: 3317.98 ms [2021-01-22 06:07:25 main:574] : INFO : Epoch 1797 | loss: 0.031238 | val_loss: 0.031234 | Time: 3322.02 ms [2021-01-22 06:07:28 main:574] : INFO : Epoch 1798 | loss: 0.0312364 | val_loss: 0.0312342 | Time: 3349.42 ms [2021-01-22 06:07:32 main:574] : INFO : Epoch 1799 | loss: 0.0312355 | val_loss: 0.0312335 | Time: 3247.16 ms [2021-01-22 06:07:35 main:574] : INFO : Epoch 1800 | loss: 0.0312347 | val_loss: 0.0312332 | Time: 3264.15 ms [2021-01-22 06:07:38 main:574] : INFO : Epoch 1801 | loss: 0.0312344 | val_loss: 0.0312349 | Time: 3261.5 ms [2021-01-22 06:07:41 main:574] : INFO : Epoch 1802 | loss: 0.0312375 | val_loss: 0.0312346 | Time: 3128.1 ms [2021-01-22 06:07:45 main:574] : INFO : Epoch 1803 | loss: 0.0312361 | val_loss: 0.0312364 | Time: 3263.35 ms [2021-01-22 06:07:48 main:574] : INFO : Epoch 1804 | loss: 0.0312388 | val_loss: 0.0312338 | Time: 3244.38 ms [2021-01-22 06:07:51 main:574] : INFO : Epoch 1805 | loss: 0.0312371 | val_loss: 0.0312337 | Time: 3230.76 ms [2021-01-22 06:07:55 main:574] : INFO : Epoch 1806 | loss: 0.0312353 | val_loss: 0.0312355 | Time: 3270.61 ms [2021-01-22 06:07:58 main:574] : INFO : Epoch 1807 | loss: 0.0312382 | val_loss: 0.0312333 | Time: 3220.02 ms [2021-01-22 06:08:01 main:574] : INFO : Epoch 1808 | loss: 0.0312388 | val_loss: 0.0312395 | Time: 3312.63 ms [2021-01-22 06:08:05 main:574] : INFO : Epoch 1809 | loss: 0.0312401 | val_loss: 0.0312414 | Time: 3226.94 ms [2021-01-22 06:08:08 main:574] : INFO : Epoch 1810 | loss: 0.0312412 | val_loss: 0.0312408 | Time: 3328.9 ms [2021-01-22 06:08:11 main:574] : INFO : Epoch 1811 | loss: 0.0312371 | val_loss: 0.0312345 | Time: 3207.4 ms [2021-01-22 06:08:15 main:574] : INFO : Epoch 1812 | loss: 0.0312349 | val_loss: 0.0312358 | Time: 3281.22 ms [2021-01-22 06:08:18 main:574] : INFO : Epoch 1813 | loss: 0.0312383 | val_loss: 0.0312359 | Time: 3239.02 ms [2021-01-22 06:08:22 main:574] : INFO : Epoch 1814 | loss: 0.0312351 | val_loss: 0.0312337 | Time: 3280.79 ms [2021-01-22 06:08:25 main:574] : INFO : Epoch 1815 | loss: 0.0312375 | val_loss: 0.0312354 | Time: 3218.42 ms [2021-01-22 06:08:28 main:574] : INFO : Epoch 1816 | loss: 0.0312363 | val_loss: 0.0312338 | Time: 3266.67 ms [2021-01-22 06:08:32 main:574] : INFO : Epoch 1817 | loss: 0.0312349 | val_loss: 0.0312346 | Time: 3429.9 ms [2021-01-22 06:08:35 main:574] : INFO : Epoch 1818 | loss: 0.0312363 | val_loss: 0.0312342 | Time: 3305.89 ms [2021-01-22 06:08:39 main:574] : INFO : Epoch 1819 | loss: 0.0312358 | val_loss: 0.0312369 | Time: 3284.75 ms [2021-01-22 06:08:42 main:574] : INFO : Epoch 1820 | loss: 0.0312364 | val_loss: 0.0312353 | Time: 3211.83 ms [2021-01-22 06:08:45 main:574] : INFO : Epoch 1821 | loss: 0.0312419 | val_loss: 0.0312462 | Time: 3269.52 ms [2021-01-22 06:08:49 main:574] : INFO : Epoch 1822 | loss: 0.0312411 | val_loss: 0.031236 | Time: 3336.54 ms [2021-01-22 06:08:52 main:574] : INFO : Epoch 1823 | loss: 0.0312424 | val_loss: 0.0312361 | Time: 3363.19 ms [2021-01-22 06:08:55 main:574] : INFO : Epoch 1824 | loss: 0.0312389 | val_loss: 0.0312364 | Time: 3308.51 ms [2021-01-22 06:08:59 main:574] : INFO : Epoch 1825 | loss: 0.0312372 | val_loss: 0.0312338 | Time: 3302.26 ms [2021-01-22 06:09:02 main:574] : INFO : Epoch 1826 | loss: 0.0312354 | val_loss: 0.0312331 | Time: 3220.13 ms [2021-01-22 06:09:06 main:574] : INFO : Epoch 1827 | loss: 0.031235 | val_loss: 0.0312356 | Time: 3341.08 ms [2021-01-22 06:09:09 main:574] : INFO : Epoch 1828 | loss: 0.0312371 | val_loss: 0.0312444 | Time: 3313.68 ms [2021-01-22 06:09:13 main:574] : INFO : Epoch 1829 | loss: 0.031236 | val_loss: 0.0312338 | Time: 3353.44 ms [2021-01-22 06:09:16 main:574] : INFO : Epoch 1830 | loss: 0.0312346 | val_loss: 0.0312327 | Time: 3185.77 ms [2021-01-22 06:09:19 main:574] : INFO : Epoch 1831 | loss: 0.0312354 | val_loss: 0.0312327 | Time: 3288.1 ms [2021-01-22 06:09:22 main:574] : INFO : Epoch 1832 | loss: 0.0312347 | val_loss: 0.0312344 | Time: 3263.65 ms [2021-01-22 06:09:26 main:574] : INFO : Epoch 1833 | loss: 0.0312358 | val_loss: 0.031233 | Time: 3301.36 ms [2021-01-22 06:09:29 main:574] : INFO : Epoch 1834 | loss: 0.0312343 | val_loss: 0.0312324 | Time: 3294.24 ms [2021-01-22 06:09:33 main:574] : INFO : Epoch 1835 | loss: 0.0312343 | val_loss: 0.0312324 | Time: 3341.63 ms [2021-01-22 06:09:36 main:574] : INFO : Epoch 1836 | loss: 0.0312341 | val_loss: 0.0312337 | Time: 3248.44 ms [2021-01-22 06:09:39 main:574] : INFO : Epoch 1837 | loss: 0.0312345 | val_loss: 0.0312361 | Time: 3242.07 ms [2021-01-22 06:09:42 main:574] : INFO : Epoch 1838 | loss: 0.0312346 | val_loss: 0.0312336 | Time: 3309.97 ms [2021-01-22 06:09:46 main:574] : INFO : Epoch 1839 | loss: 0.0312351 | val_loss: 0.0312323 | Time: 3264.82 ms [2021-01-22 06:09:49 main:574] : INFO : Epoch 1840 | loss: 0.0312337 | val_loss: 0.0312331 | Time: 3296.76 ms [2021-01-22 06:09:53 main:574] : INFO : Epoch 1841 | loss: 0.0312346 | val_loss: 0.0312322 | Time: 3224.83 ms [2021-01-22 06:09:56 main:574] : INFO : Epoch 1842 | loss: 0.0312351 | val_loss: 0.0312331 | Time: 3285.66 ms [2021-01-22 06:09:59 main:574] : INFO : Epoch 1843 | loss: 0.0312346 | val_loss: 0.0312331 | Time: 3250.28 ms [2021-01-22 06:10:03 main:574] : INFO : Epoch 1844 | loss: 0.0312349 | val_loss: 0.0312352 | Time: 3251.74 ms [2021-01-22 06:10:06 main:574] : INFO : Epoch 1845 | loss: 0.0312341 | val_loss: 0.0312329 | Time: 3187.36 ms [2021-01-22 06:10:09 main:574] : INFO : Epoch 1846 | loss: 0.0312336 | val_loss: 0.0312326 | Time: 3300.94 ms [2021-01-22 06:10:13 main:574] : INFO : Epoch 1847 | loss: 0.0312344 | val_loss: 0.0312307 | Time: 3211.38 ms [2021-01-22 06:10:16 main:574] : INFO : Epoch 1848 | loss: 0.0312335 | val_loss: 0.0312355 | Time: 3291.22 ms [2021-01-22 06:10:19 main:574] : INFO : Epoch 1849 | loss: 0.0312313 | val_loss: 0.0312297 | Time: 3206.76 ms [2021-01-22 06:10:23 main:574] : INFO : Epoch 1850 | loss: 0.0312317 | val_loss: 0.031231 | Time: 3291.77 ms [2021-01-22 06:10:26 main:574] : INFO : Epoch 1851 | loss: 0.0312322 | val_loss: 0.0312302 | Time: 3259.47 ms [2021-01-22 06:10:29 main:574] : INFO : Epoch 1852 | loss: 0.0312316 | val_loss: 0.0312296 | Time: 3330.35 ms [2021-01-22 06:10:33 main:574] : INFO : Epoch 1853 | loss: 0.0312308 | val_loss: 0.03123 | Time: 3381.95 ms [2021-01-22 06:10:36 main:574] : INFO : Epoch 1854 | loss: 0.0312303 | val_loss: 0.0312314 | Time: 3170.8 ms [2021-01-22 06:10:39 main:574] : INFO : Epoch 1855 | loss: 0.031233 | val_loss: 0.0312299 | Time: 3188.25 ms [2021-01-22 06:10:43 main:574] : INFO : Epoch 1856 | loss: 0.0312318 | val_loss: 0.0312333 | Time: 3328.06 ms [2021-01-22 06:10:46 main:574] : INFO : Epoch 1857 | loss: 0.0312308 | val_loss: 0.03123 | Time: 3363.94 ms [2021-01-22 06:10:50 main:574] : INFO : Epoch 1858 | loss: 0.031231 | val_loss: 0.0312293 | Time: 3275.41 ms [2021-01-22 06:10:53 main:574] : INFO : Epoch 1859 | loss: 0.0312357 | val_loss: 0.0312349 | Time: 3282.53 ms [2021-01-22 06:10:56 main:574] : INFO : Epoch 1860 | loss: 0.0312345 | val_loss: 0.0312309 | Time: 3158.27 ms [2021-01-22 06:11:00 main:574] : INFO : Epoch 1861 | loss: 0.0312318 | val_loss: 0.0312302 | Time: 3305.86 ms [2021-01-22 06:11:03 main:574] : INFO : Epoch 1862 | loss: 0.0312318 | val_loss: 0.0312297 | Time: 3244.9 ms [2021-01-22 06:11:07 main:574] : INFO : Epoch 1863 | loss: 0.031231 | val_loss: 0.0312306 | Time: 3437.19 ms [2021-01-22 06:11:10 main:574] : INFO : Epoch 1864 | loss: 0.0312313 | val_loss: 0.0312365 | Time: 3222.71 ms [2021-01-22 06:11:13 main:574] : INFO : Epoch 1865 | loss: 0.0312312 | val_loss: 0.0312298 | Time: 3244.18 ms [2021-01-22 06:11:17 main:574] : INFO : Epoch 1866 | loss: 0.031232 | val_loss: 0.0312301 | Time: 3310.3 ms [2021-01-22 06:11:20 main:574] : INFO : Epoch 1867 | loss: 0.0312303 | val_loss: 0.0312306 | Time: 3176.37 ms [2021-01-22 06:11:23 main:574] : INFO : Epoch 1868 | loss: 0.0312303 | val_loss: 0.0312287 | Time: 3351.86 ms [2021-01-22 06:11:27 main:574] : INFO : Epoch 1869 | loss: 0.0312316 | val_loss: 0.0312355 | Time: 3254.15 ms [2021-01-22 06:11:30 main:574] : INFO : Epoch 1870 | loss: 0.031233 | val_loss: 0.0312366 | Time: 3250.48 ms [2021-01-22 06:11:33 main:574] : INFO : Epoch 1871 | loss: 0.0312343 | val_loss: 0.0312293 | Time: 3266.72 ms [2021-01-22 06:11:36 main:574] : INFO : Epoch 1872 | loss: 0.031231 | val_loss: 0.0312288 | Time: 3154.55 ms [2021-01-22 06:11:40 main:574] : INFO : Epoch 1873 | loss: 0.0312312 | val_loss: 0.031229 | Time: 3310.43 ms [2021-01-22 06:11:43 main:574] : INFO : Epoch 1874 | loss: 0.0312319 | val_loss: 0.0312334 | Time: 3247.08 ms [2021-01-22 06:11:47 main:574] : INFO : Epoch 1875 | loss: 0.0312351 | val_loss: 0.0312294 | Time: 3419.43 ms [2021-01-22 06:11:50 main:574] : INFO : Epoch 1876 | loss: 0.0312311 | val_loss: 0.0312322 | Time: 3254.98 ms [2021-01-22 06:11:53 main:574] : INFO : Epoch 1877 | loss: 0.0312372 | val_loss: 0.0312314 | Time: 3279.97 ms [2021-01-22 06:11:57 main:574] : INFO : Epoch 1878 | loss: 0.0312352 | val_loss: 0.0312307 | Time: 3291.27 ms [2021-01-22 06:12:00 main:574] : INFO : Epoch 1879 | loss: 0.031232 | val_loss: 0.0312285 | Time: 3235.81 ms [2021-01-22 06:12:03 main:574] : INFO : Epoch 1880 | loss: 0.0312295 | val_loss: 0.031228 | Time: 3205.12 ms [2021-01-22 06:12:07 main:574] : INFO : Epoch 1881 | loss: 0.0312297 | val_loss: 0.0312286 | Time: 3386.51 ms [2021-01-22 06:12:10 main:574] : INFO : Epoch 1882 | loss: 0.0312301 | val_loss: 0.031228 | Time: 3242.8 ms [2021-01-22 06:12:14 main:574] : INFO : Epoch 1883 | loss: 0.0312296 | val_loss: 0.0312278 | Time: 3301.85 ms [2021-01-22 06:12:17 main:574] : INFO : Epoch 1884 | loss: 0.03123 | val_loss: 0.0312278 | Time: 3209 ms [2021-01-22 06:12:20 main:574] : INFO : Epoch 1885 | loss: 0.0312302 | val_loss: 0.0312319 | Time: 3231.51 ms [2021-01-22 06:12:24 main:574] : INFO : Epoch 1886 | loss: 0.0312323 | val_loss: 0.0312299 | Time: 3218.55 ms [2021-01-22 06:12:27 main:574] : INFO : Epoch 1887 | loss: 0.0312317 | val_loss: 0.0312331 | Time: 3289.37 ms [2021-01-22 06:12:31 main:574] : INFO : Epoch 1888 | loss: 0.0312305 | val_loss: 0.0312303 | Time: 3284.77 ms [2021-01-22 06:12:34 main:574] : INFO : Epoch 1889 | loss: 0.0312291 | val_loss: 0.031228 | Time: 3247.95 ms [2021-01-22 06:12:37 main:574] : INFO : Epoch 1890 | loss: 0.0312286 | val_loss: 0.0312274 | Time: 3258.46 ms [2021-01-22 06:12:41 main:574] : INFO : Epoch 1891 | loss: 0.0312289 | val_loss: 0.0312278 | Time: 3317.26 ms [2021-01-22 06:12:44 main:574] : INFO : Epoch 1892 | loss: 0.0312292 | val_loss: 0.031228 | Time: 3325.17 ms [2021-01-22 06:12:47 main:574] : INFO : Epoch 1893 | loss: 0.0312314 | val_loss: 0.0312361 | Time: 3287.05 ms [2021-01-22 06:12:51 main:574] : INFO : Epoch 1894 | loss: 0.0312307 | val_loss: 0.0312332 | Time: 3249.6 ms [2021-01-22 06:12:54 main:574] : INFO : Epoch 1895 | loss: 0.0312334 | val_loss: 0.0312342 | Time: 3227.74 ms [2021-01-22 06:12:57 main:574] : INFO : Epoch 1896 | loss: 0.031237 | val_loss: 0.0312307 | Time: 3156.35 ms [2021-01-22 06:13:00 main:574] : INFO : Epoch 1897 | loss: 0.0312289 | val_loss: 0.0312272 | Time: 3218.3 ms [2021-01-22 06:13:04 main:574] : INFO : Epoch 1898 | loss: 0.0312289 | val_loss: 0.031228 | Time: 3258.05 ms [2021-01-22 06:13:07 main:574] : INFO : Epoch 1899 | loss: 0.0312303 | val_loss: 0.0312308 | Time: 3235.47 ms [2021-01-22 06:13:10 main:574] : INFO : Epoch 1900 | loss: 0.03123 | val_loss: 0.0312301 | Time: 3328.42 ms [2021-01-22 06:13:14 main:574] : INFO : Epoch 1901 | loss: 0.0312288 | val_loss: 0.0312332 | Time: 3371.28 ms [2021-01-22 06:13:17 main:574] : INFO : Epoch 1902 | loss: 0.0312306 | val_loss: 0.0312309 | Time: 3199.05 ms [2021-01-22 06:13:20 main:574] : INFO : Epoch 1903 | loss: 0.0312287 | val_loss: 0.031227 | Time: 3234.49 ms [2021-01-22 06:13:24 main:574] : INFO : Epoch 1904 | loss: 0.0312292 | val_loss: 0.031231 | Time: 3324.34 ms [2021-01-22 06:13:27 main:574] : INFO : Epoch 1905 | loss: 0.0312287 | val_loss: 0.0312293 | Time: 3235.49 ms [2021-01-22 06:13:30 main:574] : INFO : Epoch 1906 | loss: 0.0312277 | val_loss: 0.0312272 | Time: 3258.23 ms [2021-01-22 06:13:34 main:574] : INFO : Epoch 1907 | loss: 0.0312281 | val_loss: 0.0312279 | Time: 3319.27 ms [2021-01-22 06:13:37 main:574] : INFO : Epoch 1908 | loss: 0.031229 | val_loss: 0.031231 | Time: 3289.72 ms [2021-01-22 06:13:40 main:574] : INFO : Epoch 1909 | loss: 0.0312299 | val_loss: 0.0312325 | Time: 3153.34 ms [2021-01-22 06:13:44 main:574] : INFO : Epoch 1910 | loss: 0.0312321 | val_loss: 0.0312406 | Time: 3211.87 ms [2021-01-22 06:13:47 main:574] : INFO : Epoch 1911 | loss: 0.0312308 | val_loss: 0.0312309 | Time: 3212.97 ms [2021-01-22 06:13:50 main:574] : INFO : Epoch 1912 | loss: 0.0312287 | val_loss: 0.0312391 | Time: 3240.13 ms [2021-01-22 06:13:54 main:574] : INFO : Epoch 1913 | loss: 0.0312314 | val_loss: 0.0312309 | Time: 3347.5 ms [2021-01-22 06:13:57 main:574] : INFO : Epoch 1914 | loss: 0.0312273 | val_loss: 0.0312285 | Time: 3217.66 ms [2021-01-22 06:14:01 main:574] : INFO : Epoch 1915 | loss: 0.0312261 | val_loss: 0.0312273 | Time: 3263.38 ms [2021-01-22 06:14:04 main:574] : INFO : Epoch 1916 | loss: 0.0312265 | val_loss: 0.0312269 | Time: 3420.79 ms [2021-01-22 06:14:07 main:574] : INFO : Epoch 1917 | loss: 0.0312266 | val_loss: 0.0312315 | Time: 3215.02 ms [2021-01-22 06:14:11 main:574] : INFO : Epoch 1918 | loss: 0.0312279 | val_loss: 0.031228 | Time: 3228.05 ms [2021-01-22 06:14:14 main:574] : INFO : Epoch 1919 | loss: 0.0312264 | val_loss: 0.0312262 | Time: 3192.89 ms [2021-01-22 06:14:17 main:574] : INFO : Epoch 1920 | loss: 0.031226 | val_loss: 0.0312266 | Time: 3313.65 ms [2021-01-22 06:14:20 main:574] : INFO : Epoch 1921 | loss: 0.0312262 | val_loss: 0.0312268 | Time: 3201.2 ms [2021-01-22 06:14:24 main:574] : INFO : Epoch 1922 | loss: 0.0312264 | val_loss: 0.031229 | Time: 3203.35 ms [2021-01-22 06:14:27 main:574] : INFO : Epoch 1923 | loss: 0.0312271 | val_loss: 0.0312283 | Time: 3387.83 ms [2021-01-22 06:14:31 main:574] : INFO : Epoch 1924 | loss: 0.0312299 | val_loss: 0.031232 | Time: 3384.3 ms [2021-01-22 06:14:34 main:574] : INFO : Epoch 1925 | loss: 0.0312306 | val_loss: 0.0312286 | Time: 3228.13 ms [2021-01-22 06:14:37 main:574] : INFO : Epoch 1926 | loss: 0.0312278 | val_loss: 0.0312317 | Time: 3312.11 ms [2021-01-22 06:14:40 main:574] : INFO : Epoch 1927 | loss: 0.0312283 | val_loss: 0.0312269 | Time: 3195.94 ms [2021-01-22 06:14:44 main:574] : INFO : Epoch 1928 | loss: 0.0312291 | val_loss: 0.031229 | Time: 3243.14 ms [2021-01-22 06:14:47 main:574] : INFO : Epoch 1929 | loss: 0.0312273 | val_loss: 0.0312269 | Time: 3251.95 ms [2021-01-22 06:14:51 main:574] : INFO : Epoch 1930 | loss: 0.0312286 | val_loss: 0.0312289 | Time: 3386.27 ms [2021-01-22 06:14:54 main:574] : INFO : Epoch 1931 | loss: 0.0312265 | val_loss: 0.0312273 | Time: 3249.99 ms [2021-01-22 06:14:57 main:574] : INFO : Epoch 1932 | loss: 0.0312264 | val_loss: 0.0312292 | Time: 3297.64 ms [2021-01-22 06:15:00 main:574] : INFO : Epoch 1933 | loss: 0.0312267 | val_loss: 0.031228 | Time: 3229.46 ms [2021-01-22 06:15:04 main:574] : INFO : Epoch 1934 | loss: 0.0312271 | val_loss: 0.0312269 | Time: 3215.72 ms [2021-01-22 06:15:07 main:574] : INFO : Epoch 1935 | loss: 0.0312266 | val_loss: 0.0312258 | Time: 3280.8 ms [2021-01-22 06:15:10 main:574] : INFO : Epoch 1936 | loss: 0.0312263 | val_loss: 0.0312261 | Time: 3163.28 ms [2021-01-22 06:15:14 main:574] : INFO : Epoch 1937 | loss: 0.0312271 | val_loss: 0.0312261 | Time: 3202.22 ms [2021-01-22 06:15:17 main:574] : INFO : Epoch 1938 | loss: 0.0312262 | val_loss: 0.031226 | Time: 3272.12 ms [2021-01-22 06:15:20 main:574] : INFO : Epoch 1939 | loss: 0.0312257 | val_loss: 0.0312258 | Time: 3265.22 ms [2021-01-22 06:15:24 main:574] : INFO : Epoch 1940 | loss: 0.0312255 | val_loss: 0.0312287 | Time: 3261.3 ms [2021-01-22 06:15:27 main:574] : INFO : Epoch 1941 | loss: 0.0312279 | val_loss: 0.031226 | Time: 3187.03 ms [2021-01-22 06:15:30 main:574] : INFO : Epoch 1942 | loss: 0.0312253 | val_loss: 0.0312259 | Time: 3312.38 ms [2021-01-22 06:15:34 main:574] : INFO : Epoch 1943 | loss: 0.0312255 | val_loss: 0.031228 | Time: 3244.63 ms [2021-01-22 06:15:37 main:574] : INFO : Epoch 1944 | loss: 0.0312255 | val_loss: 0.0312269 | Time: 3204.69 ms [2021-01-22 06:15:41 main:574] : INFO : Epoch 1945 | loss: 0.0312284 | val_loss: 0.0312272 | Time: 3326.23 ms [2021-01-22 06:15:44 main:574] : INFO : Epoch 1946 | loss: 0.031227 | val_loss: 0.0312257 | Time: 3211.65 ms [2021-01-22 06:15:47 main:574] : INFO : Epoch 1947 | loss: 0.0312252 | val_loss: 0.0312254 | Time: 3280.97 ms [2021-01-22 06:15:51 main:574] : INFO : Epoch 1948 | loss: 0.0312258 | val_loss: 0.03123 | Time: 3182.36 ms [2021-01-22 06:15:54 main:574] : INFO : Epoch 1949 | loss: 0.0312279 | val_loss: 0.0312357 | Time: 3273.74 ms [2021-01-22 06:15:57 main:574] : INFO : Epoch 1950 | loss: 0.031228 | val_loss: 0.0312333 | Time: 3193.05 ms [2021-01-22 06:16:01 main:574] : INFO : Epoch 1951 | loss: 0.0312308 | val_loss: 0.0312339 | Time: 3312.45 ms [2021-01-22 06:16:04 main:574] : INFO : Epoch 1952 | loss: 0.0312263 | val_loss: 0.0312257 | Time: 3343.09 ms [2021-01-22 06:16:07 main:574] : INFO : Epoch 1953 | loss: 0.0312258 | val_loss: 0.0312255 | Time: 3218.39 ms [2021-01-22 06:16:11 main:574] : INFO : Epoch 1954 | loss: 0.0312267 | val_loss: 0.0312291 | Time: 3287.51 ms [2021-01-22 06:16:14 main:574] : INFO : Epoch 1955 | loss: 0.031227 | val_loss: 0.0312263 | Time: 3255.56 ms [2021-01-22 06:16:17 main:574] : INFO : Epoch 1956 | loss: 0.0312253 | val_loss: 0.0312257 | Time: 3222.89 ms [2021-01-22 06:16:21 main:574] : INFO : Epoch 1957 | loss: 0.0312256 | val_loss: 0.0312253 | Time: 3292.04 ms [2021-01-22 06:16:24 main:574] : INFO : Epoch 1958 | loss: 0.0312259 | val_loss: 0.0312271 | Time: 3286.65 ms [2021-01-22 06:16:28 main:574] : INFO : Epoch 1959 | loss: 0.031225 | val_loss: 0.0312254 | Time: 3386.82 ms [2021-01-22 06:16:31 main:574] : INFO : Epoch 1960 | loss: 0.0312264 | val_loss: 0.0312276 | Time: 3316 ms [2021-01-22 06:16:34 main:574] : INFO : Epoch 1961 | loss: 0.031228 | val_loss: 0.0312309 | Time: 3211.11 ms [2021-01-22 06:16:38 main:574] : INFO : Epoch 1962 | loss: 0.0312272 | val_loss: 0.0312301 | Time: 3332.77 ms [2021-01-22 06:16:42 main:574] : INFO : Epoch 1963 | loss: 0.0312273 | val_loss: 0.0312275 | Time: 3785.42 ms [2021-01-22 06:16:45 main:574] : INFO : Epoch 1964 | loss: 0.0312262 | val_loss: 0.0312252 | Time: 3658.53 ms [2021-01-22 06:16:49 main:574] : INFO : Epoch 1965 | loss: 0.0312251 | val_loss: 0.0312272 | Time: 3320.09 ms [2021-01-22 06:16:53 main:574] : INFO : Epoch 1966 | loss: 0.0312258 | val_loss: 0.0312259 | Time: 3332.34 ms [2021-01-22 06:16:57 main:574] : INFO : Epoch 1967 | loss: 0.0312269 | val_loss: 0.031229 | Time: 3619.37 ms [2021-01-22 06:17:01 main:574] : INFO : Epoch 1968 | loss: 0.0312278 | val_loss: 0.0312326 | Time: 3673.55 ms [2021-01-22 06:17:05 main:574] : INFO : Epoch 1969 | loss: 0.0312297 | val_loss: 0.0312294 | Time: 3527.83 ms [2021-01-22 06:17:08 main:574] : INFO : Epoch 1970 | loss: 0.0312275 | val_loss: 0.031226 | Time: 3249.46 ms [2021-01-22 06:17:11 main:574] : INFO : Epoch 1971 | loss: 0.0312255 | val_loss: 0.0312254 | Time: 3235.9 ms [2021-01-22 06:17:15 main:574] : INFO : Epoch 1972 | loss: 0.031225 | val_loss: 0.0312257 | Time: 3367.56 ms [2021-01-22 06:17:18 main:574] : INFO : Epoch 1973 | loss: 0.0312258 | val_loss: 0.0312291 | Time: 3281.68 ms [2021-01-22 06:17:22 main:574] : INFO : Epoch 1974 | loss: 0.0312254 | val_loss: 0.0312331 | Time: 3256.46 ms [2021-01-22 06:17:25 main:574] : INFO : Epoch 1975 | loss: 0.0312259 | val_loss: 0.0312271 | Time: 3226.03 ms [2021-01-22 06:17:28 main:574] : INFO : Epoch 1976 | loss: 0.0312254 | val_loss: 0.0312259 | Time: 3277.26 ms [2021-01-22 06:17:32 main:574] : INFO : Epoch 1977 | loss: 0.0312248 | val_loss: 0.0312256 | Time: 3290.04 ms [2021-01-22 06:17:35 main:574] : INFO : Epoch 1978 | loss: 0.0312254 | val_loss: 0.0312261 | Time: 3299.62 ms [2021-01-22 06:17:39 main:574] : INFO : Epoch 1979 | loss: 0.031226 | val_loss: 0.0312257 | Time: 3382.82 ms [2021-01-22 06:17:42 main:574] : INFO : Epoch 1980 | loss: 0.031225 | val_loss: 0.0312252 | Time: 3319.3 ms [2021-01-22 06:17:45 main:574] : INFO : Epoch 1981 | loss: 0.0312251 | val_loss: 0.0312279 | Time: 3489.01 ms [2021-01-22 06:17:49 main:574] : INFO : Epoch 1982 | loss: 0.0312261 | val_loss: 0.0312251 | Time: 3210.68 ms [2021-01-22 06:17:52 main:574] : INFO : Epoch 1983 | loss: 0.0312258 | val_loss: 0.0312254 | Time: 3323.3 ms [2021-01-22 06:17:56 main:574] : INFO : Epoch 1984 | loss: 0.0312256 | val_loss: 0.0312293 | Time: 3308.36 ms [2021-01-22 06:17:59 main:574] : INFO : Epoch 1985 | loss: 0.0312265 | val_loss: 0.0312252 | Time: 3196.46 ms [2021-01-22 06:18:02 main:574] : INFO : Epoch 1986 | loss: 0.0312252 | val_loss: 0.0312256 | Time: 3262.53 ms [2021-01-22 06:18:05 main:574] : INFO : Epoch 1987 | loss: 0.0312271 | val_loss: 0.0312253 | Time: 3272.96 ms [2021-01-22 06:18:09 main:574] : INFO : Epoch 1988 | loss: 0.031228 | val_loss: 0.031229 | Time: 3506.53 ms [2021-01-22 06:18:12 main:574] : INFO : Epoch 1989 | loss: 0.0312268 | val_loss: 0.0312271 | Time: 3356.22 ms [2021-01-22 06:18:16 main:574] : INFO : Epoch 1990 | loss: 0.0312276 | val_loss: 0.0312267 | Time: 3239.18 ms [2021-01-22 06:18:19 main:574] : INFO : Epoch 1991 | loss: 0.0312256 | val_loss: 0.0312265 | Time: 3308.89 ms [2021-01-22 06:18:22 main:574] : INFO : Epoch 1992 | loss: 0.0312251 | val_loss: 0.0312252 | Time: 3288.59 ms [2021-01-22 06:18:26 main:574] : INFO : Epoch 1993 | loss: 0.031225 | val_loss: 0.0312275 | Time: 3309.97 ms [2021-01-22 06:18:29 main:574] : INFO : Epoch 1994 | loss: 0.031225 | val_loss: 0.0312254 | Time: 3337.56 ms [2021-01-22 06:18:33 main:574] : INFO : Epoch 1995 | loss: 0.0312257 | val_loss: 0.0312271 | Time: 3227.25 ms [2021-01-22 06:18:36 main:574] : INFO : Epoch 1996 | loss: 0.031227 | val_loss: 0.0312263 | Time: 3234.28 ms [2021-01-22 06:18:39 main:574] : INFO : Epoch 1997 | loss: 0.0312281 | val_loss: 0.031226 | Time: 3318.36 ms [2021-01-22 06:18:43 main:574] : INFO : Epoch 1998 | loss: 0.0312268 | val_loss: 0.0312268 | Time: 3193.38 ms [2021-01-22 06:18:46 main:574] : INFO : Epoch 1999 | loss: 0.0312258 | val_loss: 0.0312271 | Time: 3334.08 ms [2021-01-22 06:18:49 main:574] : INFO : Epoch 2000 | loss: 0.0312252 | val_loss: 0.031227 | Time: 3347.34 ms [2021-01-22 06:18:53 main:574] : INFO : Epoch 2001 | loss: 0.0312263 | val_loss: 0.0312254 | Time: 3342.89 ms [2021-01-22 06:18:56 main:574] : INFO : Epoch 2002 | loss: 0.0312285 | val_loss: 0.031232 | Time: 3240.82 ms [2021-01-22 06:18:59 main:574] : INFO : Epoch 2003 | loss: 0.0312298 | val_loss: 0.0312298 | Time: 3222.92 ms [2021-01-22 06:19:03 main:574] : INFO : Epoch 2004 | loss: 0.0312271 | val_loss: 0.0312293 | Time: 3262.05 ms [2021-01-22 06:19:06 main:574] : INFO : Epoch 2005 | loss: 0.0312262 | val_loss: 0.0312251 | Time: 3308.53 ms [2021-01-22 06:19:10 main:574] : INFO : Epoch 2006 | loss: 0.0312276 | val_loss: 0.0312258 | Time: 3223.68 ms [2021-01-22 06:19:13 main:574] : INFO : Epoch 2007 | loss: 0.0312255 | val_loss: 0.0312299 | Time: 3232.54 ms [2021-01-22 06:19:17 main:574] : INFO : Epoch 2008 | loss: 0.0312257 | val_loss: 0.0312273 | Time: 3321.13 ms [2021-01-22 06:19:20 main:574] : INFO : Epoch 2009 | loss: 0.0312253 | val_loss: 0.0312274 | Time: 3182.55 ms [2021-01-22 06:19:23 main:574] : INFO : Epoch 2010 | loss: 0.0312256 | val_loss: 0.0312252 | Time: 3279.18 ms [2021-01-22 06:19:27 main:574] : INFO : Epoch 2011 | loss: 0.0312246 | val_loss: 0.0312251 | Time: 3355.31 ms [2021-01-22 06:19:30 main:574] : INFO : Epoch 2012 | loss: 0.0312254 | val_loss: 0.0312268 | Time: 3341.83 ms [2021-01-22 06:19:33 main:574] : INFO : Epoch 2013 | loss: 0.0312254 | val_loss: 0.0312265 | Time: 3217.75 ms [2021-01-22 06:19:37 main:574] : INFO : Epoch 2014 | loss: 0.0312248 | val_loss: 0.0312264 | Time: 3201.27 ms [2021-01-22 06:19:40 main:574] : INFO : Epoch 2015 | loss: 0.0312247 | val_loss: 0.0312255 | Time: 3289.25 ms [2021-01-22 06:19:43 main:574] : INFO : Epoch 2016 | loss: 0.031226 | val_loss: 0.0312281 | Time: 3353.26 ms [2021-01-22 06:19:47 main:574] : INFO : Epoch 2017 | loss: 0.0312265 | val_loss: 0.0312254 | Time: 3182.88 ms [2021-01-22 06:19:50 main:574] : INFO : Epoch 2018 | loss: 0.0312261 | val_loss: 0.0312264 | Time: 3210.87 ms [2021-01-22 06:19:53 main:574] : INFO : Epoch 2019 | loss: 0.0312244 | val_loss: 0.0312263 | Time: 3233.46 ms [2021-01-22 06:19:57 main:574] : INFO : Epoch 2020 | loss: 0.0312253 | val_loss: 0.0312289 | Time: 3367.92 ms [2021-01-22 06:20:00 main:574] : INFO : Epoch 2021 | loss: 0.0312262 | val_loss: 0.0312258 | Time: 3258.06 ms [2021-01-22 06:20:03 main:574] : INFO : Epoch 2022 | loss: 0.0312269 | val_loss: 0.031228 | Time: 3273.52 ms [2021-01-22 06:20:07 main:574] : INFO : Epoch 2023 | loss: 0.0312261 | val_loss: 0.0312259 | Time: 3337.04 ms [2021-01-22 06:20:10 main:574] : INFO : Epoch 2024 | loss: 0.0312254 | val_loss: 0.0312258 | Time: 3291.52 ms [2021-01-22 06:20:13 main:574] : INFO : Epoch 2025 | loss: 0.0312253 | val_loss: 0.0312251 | Time: 3277.07 ms [2021-01-22 06:20:17 main:574] : INFO : Epoch 2026 | loss: 0.0312246 | val_loss: 0.0312252 | Time: 3285.93 ms [2021-01-22 06:20:20 main:574] : INFO : Epoch 2027 | loss: 0.0312252 | val_loss: 0.0312259 | Time: 3227.01 ms [2021-01-22 06:20:23 main:574] : INFO : Epoch 2028 | loss: 0.0312246 | val_loss: 0.0312268 | Time: 3340.4 ms [2021-01-22 06:20:27 main:574] : INFO : Epoch 2029 | loss: 0.0312256 | val_loss: 0.0312287 | Time: 3385.83 ms [2021-01-22 06:20:30 main:574] : INFO : Epoch 2030 | loss: 0.0312289 | val_loss: 0.0312273 | Time: 3228.54 ms [2021-01-22 06:20:34 main:574] : INFO : Epoch 2031 | loss: 0.0312312 | val_loss: 0.0312431 | Time: 3441.89 ms [2021-01-22 06:20:37 main:574] : INFO : Epoch 2032 | loss: 0.0312268 | val_loss: 0.0312258 | Time: 3194.82 ms [2021-01-22 06:20:40 main:574] : INFO : Epoch 2033 | loss: 0.0312249 | val_loss: 0.0312256 | Time: 3265.23 ms [2021-01-22 06:20:43 main:574] : INFO : Epoch 2034 | loss: 0.0312248 | val_loss: 0.0312281 | Time: 3248.76 ms [2021-01-22 06:20:47 main:574] : INFO : Epoch 2035 | loss: 0.0312265 | val_loss: 0.0312252 | Time: 3204.27 ms [2021-01-22 06:20:50 main:574] : INFO : Epoch 2036 | loss: 0.0312246 | val_loss: 0.0312261 | Time: 3433.81 ms [2021-01-22 06:20:54 main:574] : INFO : Epoch 2037 | loss: 0.0312256 | val_loss: 0.0312277 | Time: 3233.73 ms [2021-01-22 06:20:57 main:574] : INFO : Epoch 2038 | loss: 0.0312249 | val_loss: 0.0312257 | Time: 3329.38 ms [2021-01-22 06:21:01 main:574] : INFO : Epoch 2039 | loss: 0.0312286 | val_loss: 0.0312274 | Time: 3346.12 ms [2021-01-22 06:21:04 main:574] : INFO : Epoch 2040 | loss: 0.0312271 | val_loss: 0.0312252 | Time: 3306.11 ms [2021-01-22 06:21:07 main:574] : INFO : Epoch 2041 | loss: 0.0312256 | val_loss: 0.0312266 | Time: 3298.19 ms [2021-01-22 06:21:11 main:574] : INFO : Epoch 2042 | loss: 0.0312254 | val_loss: 0.0312255 | Time: 3277.17 ms [2021-01-22 06:21:14 main:574] : INFO : Epoch 2043 | loss: 0.0312257 | val_loss: 0.0312292 | Time: 3198.39 ms [2021-01-22 06:21:17 main:574] : INFO : Epoch 2044 | loss: 0.031227 | val_loss: 0.0312253 | Time: 3215.5 ms [2021-01-22 06:21:21 main:574] : INFO : Epoch 2045 | loss: 0.0312251 | val_loss: 0.0312314 | Time: 3247.83 ms [2021-01-22 06:21:24 main:574] : INFO : Epoch 2046 | loss: 0.0312261 | val_loss: 0.031225 | Time: 3270.25 ms [2021-01-22 06:21:27 main:574] : INFO : Epoch 2047 | loss: 0.0312256 | val_loss: 0.0312272 | Time: 3203.73 ms [2021-01-22 06:21:31 main:574] : INFO : Epoch 2048 | loss: 0.0312255 | val_loss: 0.0312263 | Time: 3158.3 ms [2021-01-22 06:21:31 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312263 [2021-01-22 06:21:31 main:603] : INFO : Saving end state to config to file [2021-01-22 06:21:31 main:608] : INFO : Success, exiting.. 06:21:31 (1988): 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)