Task 4507911
| Name | ParityMachine-1612382977-14886-4_1 |
| Workunit | 2427790 |
| Created | 21 Mar 2021, 19:12:29 UTC |
| Sent | 21 Mar 2021, 21:04:35 UTC |
| Report deadline | 28 Mar 2021, 21:04:35 UTC |
| Received | 22 Mar 2021, 17:59:03 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5173 |
| Run time | 1 hours 49 min 33 sec |
| CPU time | 1 hours 47 min 16 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,491.88 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.55 GB |
| Peak swap size | 3.46 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: 0.0312317 | val_loss: 0.0312307 | Time: 3105.82 ms
[2021-03-22 17:31:25 main:574] : INFO : Epoch 1543 | loss: 0.0312286 | val_loss: 0.031231 | Time: 3091.83 ms
[2021-03-22 17:31:28 main:574] : INFO : Epoch 1544 | loss: 0.031228 | val_loss: 0.0312285 | Time: 3185.43 ms
[2021-03-22 17:31:32 main:574] : INFO : Epoch 1545 | loss: 0.0312305 | val_loss: 0.0312409 | Time: 3126.73 ms
[2021-03-22 17:31:35 main:574] : INFO : Epoch 1546 | loss: 0.0312389 | val_loss: 0.0312873 | Time: 3150.51 ms
[2021-03-22 17:31:38 main:574] : INFO : Epoch 1547 | loss: 0.0312384 | val_loss: 0.0312451 | Time: 3052.34 ms
[2021-03-22 17:31:41 main:574] : INFO : Epoch 1548 | loss: 0.0312315 | val_loss: 0.0312332 | Time: 3027.9 ms
[2021-03-22 17:31:44 main:574] : INFO : Epoch 1549 | loss: 0.0312286 | val_loss: 0.031237 | Time: 3173.05 ms
[2021-03-22 17:31:47 main:574] : INFO : Epoch 1550 | loss: 0.0312317 | val_loss: 0.031229 | Time: 3103.28 ms
[2021-03-22 17:31:51 main:574] : INFO : Epoch 1551 | loss: 0.0312257 | val_loss: 0.0312261 | Time: 3226.86 ms
[2021-03-22 17:31:54 main:574] : INFO : Epoch 1552 | loss: 0.0312241 | val_loss: 0.0312266 | Time: 3172.91 ms
[2021-03-22 17:31:57 main:574] : INFO : Epoch 1553 | loss: 0.0312284 | val_loss: 0.0312488 | Time: 3064.3 ms
[2021-03-22 17:32:00 main:574] : INFO : Epoch 1554 | loss: 0.0312263 | val_loss: 0.0312441 | Time: 3171.85 ms
[2021-03-22 17:32:03 main:574] : INFO : Epoch 1555 | loss: 0.0312282 | val_loss: 0.0312439 | Time: 3216.13 ms
[2021-03-22 17:32:07 main:574] : INFO : Epoch 1556 | loss: 0.0312245 | val_loss: 0.0312452 | Time: 3183.47 ms
[2021-03-22 17:32:10 main:574] : INFO : Epoch 1557 | loss: 0.0312238 | val_loss: 0.0312479 | Time: 3146.7 ms
[2021-03-22 17:32:13 main:574] : INFO : Epoch 1558 | loss: 0.0312246 | val_loss: 0.0312518 | Time: 3248.45 ms
[2021-03-22 17:32:16 main:574] : INFO : Epoch 1559 | loss: 0.0312243 | val_loss: 0.0312459 | Time: 3108.55 ms
[2021-03-22 17:32:19 main:574] : INFO : Epoch 1560 | loss: 0.0312284 | val_loss: 0.0312668 | Time: 3083.97 ms
[2021-03-22 17:32:22 main:574] : INFO : Epoch 1561 | loss: 0.0312337 | val_loss: 0.0312388 | Time: 3163.15 ms
[2021-03-22 17:32:26 main:574] : INFO : Epoch 1562 | loss: 0.0312267 | val_loss: 0.0312343 | Time: 3144.32 ms
[2021-03-22 17:32:29 main:574] : INFO : Epoch 1563 | loss: 0.0312272 | val_loss: 0.0312574 | Time: 3145.12 ms
[2021-03-22 17:32:32 main:574] : INFO : Epoch 1564 | loss: 0.0312298 | val_loss: 0.0312506 | Time: 3206.83 ms
[2021-03-22 17:32:35 main:574] : INFO : Epoch 1565 | loss: 0.0312296 | val_loss: 0.0312392 | Time: 3023.38 ms
[2021-03-22 17:32:38 main:574] : INFO : Epoch 1566 | loss: 0.0312263 | val_loss: 0.0312481 | Time: 3195.53 ms
[2021-03-22 17:32:42 main:574] : INFO : Epoch 1567 | loss: 0.0312263 | val_loss: 0.0312411 | Time: 3186.72 ms
[2021-03-22 17:32:45 main:574] : INFO : Epoch 1568 | loss: 0.0312243 | val_loss: 0.0312433 | Time: 3138.76 ms
[2021-03-22 17:32:48 main:574] : INFO : Epoch 1569 | loss: 0.031226 | val_loss: 0.031244 | Time: 3193.37 ms
[2021-03-22 17:32:51 main:574] : INFO : Epoch 1570 | loss: 0.031228 | val_loss: 0.0312495 | Time: 3169.57 ms
[2021-03-22 17:32:54 main:574] : INFO : Epoch 1571 | loss: 0.0312276 | val_loss: 0.0312383 | Time: 3157.3 ms
[2021-03-22 17:32:57 main:574] : INFO : Epoch 1572 | loss: 0.0312254 | val_loss: 0.031235 | Time: 3066.57 ms
[2021-03-22 17:33:01 main:574] : INFO : Epoch 1573 | loss: 0.0312235 | val_loss: 0.0312435 | Time: 3220.54 ms
[2021-03-22 17:33:04 main:574] : INFO : Epoch 1574 | loss: 0.0312249 | val_loss: 0.0312255 | Time: 3097.05 ms
[2021-03-22 17:33:07 main:574] : INFO : Epoch 1575 | loss: 0.0312233 | val_loss: 0.0312329 | Time: 3048.97 ms
[2021-03-22 17:33:10 main:574] : INFO : Epoch 1576 | loss: 0.0312232 | val_loss: 0.0312265 | Time: 3067.46 ms
[2021-03-22 17:33:13 main:574] : INFO : Epoch 1577 | loss: 0.0312244 | val_loss: 0.031237 | Time: 3228.21 ms
[2021-03-22 17:33:17 main:574] : INFO : Epoch 1578 | loss: 0.0312248 | val_loss: 0.0312269 | Time: 3228.8 ms
[2021-03-22 17:33:20 main:574] : INFO : Epoch 1579 | loss: 0.0312231 | val_loss: 0.0312269 | Time: 3171.94 ms
[2021-03-22 17:33:23 main:574] : INFO : Epoch 1580 | loss: 0.0312324 | val_loss: 0.0312582 | Time: 3077.38 ms
[2021-03-22 17:33:26 main:574] : INFO : Epoch 1581 | loss: 0.0312347 | val_loss: 0.0312303 | Time: 3097.59 ms
[2021-03-22 17:33:29 main:574] : INFO : Epoch 1582 | loss: 0.0312257 | val_loss: 0.0312274 | Time: 3029.38 ms
[2021-03-22 17:33:32 main:574] : INFO : Epoch 1583 | loss: 0.031225 | val_loss: 0.0312477 | Time: 3073.15 ms
[2021-03-22 17:33:35 main:574] : INFO : Epoch 1584 | loss: 0.0312246 | val_loss: 0.0312472 | Time: 3034.66 ms
[2021-03-22 17:33:38 main:574] : INFO : Epoch 1585 | loss: 0.0312251 | val_loss: 0.0312258 | Time: 3160.87 ms
[2021-03-22 17:33:42 main:574] : INFO : Epoch 1586 | loss: 0.0312249 | val_loss: 0.0312323 | Time: 3203.71 ms
[2021-03-22 17:33:45 main:574] : INFO : Epoch 1587 | loss: 0.031224 | val_loss: 0.0312292 | Time: 2979.03 ms
[2021-03-22 17:33:48 main:574] : INFO : Epoch 1588 | loss: 0.0312255 | val_loss: 0.0312272 | Time: 3116.1 ms
[2021-03-22 17:33:51 main:574] : INFO : Epoch 1589 | loss: 0.0312253 | val_loss: 0.0312418 | Time: 3055.59 ms
[2021-03-22 17:33:54 main:574] : INFO : Epoch 1590 | loss: 0.0312235 | val_loss: 0.0312458 | Time: 3160.09 ms
[2021-03-22 17:33:57 main:574] : INFO : Epoch 1591 | loss: 0.031227 | val_loss: 0.0312465 | Time: 3066.54 ms
[2021-03-22 17:34:00 main:574] : INFO : Epoch 1592 | loss: 0.031225 | val_loss: 0.0312439 | Time: 3104.94 ms
[2021-03-22 17:34:04 main:574] : INFO : Epoch 1593 | loss: 0.0312238 | val_loss: 0.0312342 | Time: 3206.5 ms
[2021-03-22 17:34:07 main:574] : INFO : Epoch 1594 | loss: 0.0312287 | val_loss: 0.0312373 | Time: 3038.44 ms
[2021-03-22 17:34:10 main:574] : INFO : Epoch 1595 | loss: 0.031228 | val_loss: 0.0312273 | Time: 3181.03 ms
[2021-03-22 17:34:13 main:574] : INFO : Epoch 1596 | loss: 0.031224 | val_loss: 0.0312263 | Time: 3145.24 ms
[2021-03-22 17:34:16 main:574] : INFO : Epoch 1597 | loss: 0.0312224 | val_loss: 0.0312269 | Time: 3162.31 ms
[2021-03-22 17:34:19 main:574] : INFO : Epoch 1598 | loss: 0.0312242 | val_loss: 0.0312261 | Time: 3121.92 ms
[2021-03-22 17:34:22 main:574] : INFO : Epoch 1599 | loss: 0.0312262 | val_loss: 0.0312258 | Time: 3068.63 ms
[2021-03-22 17:34:26 main:574] : INFO : Epoch 1600 | loss: 0.0312227 | val_loss: 0.0312261 | Time: 3059.7 ms
[2021-03-22 17:34:29 main:574] : INFO : Epoch 1601 | loss: 0.0312233 | val_loss: 0.0312258 | Time: 3073.64 ms
[2021-03-22 17:34:32 main:574] : INFO : Epoch 1602 | loss: 0.0312231 | val_loss: 0.031229 | Time: 3018.09 ms
[2021-03-22 17:34:35 main:574] : INFO : Epoch 1603 | loss: 0.031225 | val_loss: 0.031232 | Time: 3151.9 ms
[2021-03-22 17:34:38 main:574] : INFO : Epoch 1604 | loss: 0.0312259 | val_loss: 0.0312373 | Time: 3270.36 ms
[2021-03-22 17:34:41 main:574] : INFO : Epoch 1605 | loss: 0.0312284 | val_loss: 0.0312259 | Time: 3166.13 ms
[2021-03-22 17:34:45 main:574] : INFO : Epoch 1606 | loss: 0.031222 | val_loss: 0.0312253 | Time: 3061.83 ms
[2021-03-22 17:34:48 main:574] : INFO : Epoch 1607 | loss: 0.0312251 | val_loss: 0.0312314 | Time: 3032.37 ms
[2021-03-22 17:34:51 main:574] : INFO : Epoch 1608 | loss: 0.0312263 | val_loss: 0.0312259 | Time: 3058.89 ms
[2021-03-22 17:34:54 main:574] : INFO : Epoch 1609 | loss: 0.0312234 | val_loss: 0.0312286 | Time: 3110.39 ms
[2021-03-22 17:34:57 main:574] : INFO : Epoch 1610 | loss: 0.031223 | val_loss: 0.0312276 | Time: 3099.97 ms
[2021-03-22 17:35:00 main:574] : INFO : Epoch 1611 | loss: 0.0312234 | val_loss: 0.0312253 | Time: 3110.92 ms
[2021-03-22 17:35:03 main:574] : INFO : Epoch 1612 | loss: 0.0312295 | val_loss: 0.0312288 | Time: 3239.36 ms
[2021-03-22 17:35:07 main:574] : INFO : Epoch 1613 | loss: 0.031224 | val_loss: 0.0312247 | Time: 3144.91 ms
[2021-03-22 17:35:10 main:574] : INFO : Epoch 1614 | loss: 0.0312246 | val_loss: 0.0312264 | Time: 3093.6 ms
[2021-03-22 17:35:13 main:574] : INFO : Epoch 1615 | loss: 0.031232 | val_loss: 0.0312411 | Time: 3107.56 ms
[2021-03-22 17:35:16 main:574] : INFO : Epoch 1616 | loss: 0.0312307 | val_loss: 0.0312295 | Time: 3101.56 ms
[2021-03-22 17:35:19 main:574] : INFO : Epoch 1617 | loss: 0.0312257 | val_loss: 0.0312272 | Time: 3190 ms
[2021-03-22 17:35:22 main:574] : INFO : Epoch 1618 | loss: 0.0312241 | val_loss: 0.0312248 | Time: 3153.04 ms
[2021-03-22 17:35:25 main:574] : INFO : Epoch 1619 | loss: 0.0312248 | val_loss: 0.0312271 | Time: 3089.95 ms
[2021-03-22 17:35:29 main:574] : INFO : Epoch 1620 | loss: 0.0312229 | val_loss: 0.0312249 | Time: 3222.54 ms
[2021-03-22 17:35:32 main:574] : INFO : Epoch 1621 | loss: 0.0312219 | val_loss: 0.0312258 | Time: 3149.09 ms
[2021-03-22 17:35:35 main:574] : INFO : Epoch 1622 | loss: 0.0312233 | val_loss: 0.0312293 | Time: 3139.4 ms
[2021-03-22 17:35:38 main:574] : INFO : Epoch 1623 | loss: 0.0312292 | val_loss: 0.0312411 | Time: 3146.62 ms
[2021-03-22 17:35:41 main:574] : INFO : Epoch 1624 | loss: 0.0312287 | val_loss: 0.0312278 | Time: 3161.07 ms
[2021-03-22 17:35:45 main:574] : INFO : Epoch 1625 | loss: 0.031224 | val_loss: 0.0312268 | Time: 3155.32 ms
[2021-03-22 17:35:48 main:574] : INFO : Epoch 1626 | loss: 0.0312231 | val_loss: 0.0312284 | Time: 3102.17 ms
[2021-03-22 17:35:51 main:574] : INFO : Epoch 1627 | loss: 0.0312217 | val_loss: 0.0312246 | Time: 3208.38 ms
[2021-03-22 17:35:54 main:574] : INFO : Epoch 1628 | loss: 0.0312238 | val_loss: 0.0312266 | Time: 3192.49 ms
[2021-03-22 17:35:57 main:574] : INFO : Epoch 1629 | loss: 0.0312242 | val_loss: 0.0312239 | Time: 3124.12 ms
[2021-03-22 17:36:00 main:574] : INFO : Epoch 1630 | loss: 0.0312246 | val_loss: 0.0312258 | Time: 3086.64 ms
[2021-03-22 17:36:04 main:574] : INFO : Epoch 1631 | loss: 0.0312227 | val_loss: 0.0312272 | Time: 3032.09 ms
[2021-03-22 17:36:07 main:574] : INFO : Epoch 1632 | loss: 0.0312238 | val_loss: 0.0312245 | Time: 3158.36 ms
[2021-03-22 17:36:10 main:574] : INFO : Epoch 1633 | loss: 0.0312256 | val_loss: 0.0312255 | Time: 3310.58 ms
[2021-03-22 17:36:13 main:574] : INFO : Epoch 1634 | loss: 0.0312284 | val_loss: 0.0312256 | Time: 3135.12 ms
[2021-03-22 17:36:16 main:574] : INFO : Epoch 1635 | loss: 0.0312252 | val_loss: 0.0312298 | Time: 3103.12 ms
[2021-03-22 17:36:20 main:574] : INFO : Epoch 1636 | loss: 0.0312271 | val_loss: 0.0312279 | Time: 3059.96 ms
[2021-03-22 17:36:23 main:574] : INFO : Epoch 1637 | loss: 0.0312217 | val_loss: 0.0312235 | Time: 3197.34 ms
[2021-03-22 17:36:26 main:574] : INFO : Epoch 1638 | loss: 0.0312227 | val_loss: 0.0312247 | Time: 3094.96 ms
[2021-03-22 17:36:29 main:574] : INFO : Epoch 1639 | loss: 0.031222 | val_loss: 0.0312277 | Time: 3053.35 ms
[2021-03-22 17:36:32 main:574] : INFO : Epoch 1640 | loss: 0.0312213 | val_loss: 0.0312265 | Time: 2983.82 ms
[2021-03-22 17:36:35 main:574] : INFO : Epoch 1641 | loss: 0.0312219 | val_loss: 0.0312236 | Time: 3124.78 ms
[2021-03-22 17:36:38 main:574] : INFO : Epoch 1642 | loss: 0.0312213 | val_loss: 0.0312246 | Time: 3058.27 ms
[2021-03-22 17:36:41 main:574] : INFO : Epoch 1643 | loss: 0.0312265 | val_loss: 0.0312275 | Time: 3132.1 ms
[2021-03-22 17:36:45 main:574] : INFO : Epoch 1644 | loss: 0.0312242 | val_loss: 0.0312289 | Time: 3120.67 ms
[2021-03-22 17:36:48 main:574] : INFO : Epoch 1645 | loss: 0.0312272 | val_loss: 0.0312262 | Time: 3051.74 ms
[2021-03-22 17:36:51 main:574] : INFO : Epoch 1646 | loss: 0.0312264 | val_loss: 0.031224 | Time: 3172.24 ms
[2021-03-22 17:36:54 main:574] : INFO : Epoch 1647 | loss: 0.0312221 | val_loss: 0.0312269 | Time: 3067.9 ms
[2021-03-22 17:36:57 main:574] : INFO : Epoch 1648 | loss: 0.0312213 | val_loss: 0.0312266 | Time: 3079.42 ms
[2021-03-22 17:37:00 main:574] : INFO : Epoch 1649 | loss: 0.0312217 | val_loss: 0.0312242 | Time: 3238.56 ms
[2021-03-22 17:37:03 main:574] : INFO : Epoch 1650 | loss: 0.031223 | val_loss: 0.0312283 | Time: 3135.15 ms
[2021-03-22 17:37:07 main:574] : INFO : Epoch 1651 | loss: 0.0312267 | val_loss: 0.0312257 | Time: 3178.95 ms
[2021-03-22 17:37:10 main:574] : INFO : Epoch 1652 | loss: 0.0312254 | val_loss: 0.0312244 | Time: 3225.88 ms
[2021-03-22 17:37:13 main:574] : INFO : Epoch 1653 | loss: 0.0312214 | val_loss: 0.0312238 | Time: 3137.45 ms
[2021-03-22 17:37:16 main:574] : INFO : Epoch 1654 | loss: 0.0312233 | val_loss: 0.0312371 | Time: 3104.26 ms
[2021-03-22 17:37:19 main:574] : INFO : Epoch 1655 | loss: 0.0312281 | val_loss: 0.0312335 | Time: 3123.91 ms
[2021-03-22 17:37:23 main:574] : INFO : Epoch 1656 | loss: 0.0312236 | val_loss: 0.0312289 | Time: 3164.59 ms
[2021-03-22 17:37:26 main:574] : INFO : Epoch 1657 | loss: 0.0312219 | val_loss: 0.0312255 | Time: 3102.73 ms
[2021-03-22 17:37:29 main:574] : INFO : Epoch 1658 | loss: 0.0312229 | val_loss: 0.0312256 | Time: 3215.93 ms
[2021-03-22 17:37:32 main:574] : INFO : Epoch 1659 | loss: 0.0312215 | val_loss: 0.031225 | Time: 3095.82 ms
[2021-03-22 17:37:35 main:574] : INFO : Epoch 1660 | loss: 0.031221 | val_loss: 0.031227 | Time: 3019.91 ms
[2021-03-22 17:37:38 main:574] : INFO : Epoch 1661 | loss: 0.0312215 | val_loss: 0.031226 | Time: 3172.14 ms
[2021-03-22 17:37:41 main:574] : INFO : Epoch 1662 | loss: 0.0312202 | val_loss: 0.0312245 | Time: 3082.31 ms
[2021-03-22 17:37:45 main:574] : INFO : Epoch 1663 | loss: 0.0312228 | val_loss: 0.0312247 | Time: 3168.12 ms
[2021-03-22 17:37:48 main:574] : INFO : Epoch 1664 | loss: 0.0312212 | val_loss: 0.0312228 | Time: 3125.04 ms
[2021-03-22 17:37:51 main:574] : INFO : Epoch 1665 | loss: 0.0312219 | val_loss: 0.0312286 | Time: 3100.77 ms
[2021-03-22 17:37:54 main:574] : INFO : Epoch 1666 | loss: 0.0312223 | val_loss: 0.0312368 | Time: 2991.16 ms
[2021-03-22 17:37:57 main:574] : INFO : Epoch 1667 | loss: 0.0312262 | val_loss: 0.0312298 | Time: 3040.39 ms
[2021-03-22 17:38:00 main:574] : INFO : Epoch 1668 | loss: 0.0312226 | val_loss: 0.0312238 | Time: 3220.27 ms
[2021-03-22 17:38:03 main:574] : INFO : Epoch 1669 | loss: 0.0312231 | val_loss: 0.0312356 | Time: 3041.83 ms
[2021-03-22 17:38:07 main:574] : INFO : Epoch 1670 | loss: 0.0312239 | val_loss: 0.0312234 | Time: 3232.93 ms
[2021-03-22 17:38:10 main:574] : INFO : Epoch 1671 | loss: 0.0312216 | val_loss: 0.0312225 | Time: 3177.07 ms
[2021-03-22 17:38:13 main:574] : INFO : Epoch 1672 | loss: 0.0312214 | val_loss: 0.0312316 | Time: 3132.78 ms
[2021-03-22 17:38:16 main:574] : INFO : Epoch 1673 | loss: 0.0312227 | val_loss: 0.0312267 | Time: 3092.88 ms
[2021-03-22 17:38:19 main:574] : INFO : Epoch 1674 | loss: 0.0312213 | val_loss: 0.0312232 | Time: 3106.67 ms
[2021-03-22 17:38:22 main:574] : INFO : Epoch 1675 | loss: 0.0312234 | val_loss: 0.0312233 | Time: 3116.69 ms
[2021-03-22 17:38:26 main:574] : INFO : Epoch 1676 | loss: 0.0312232 | val_loss: 0.0312305 | Time: 3083.83 ms
[2021-03-22 17:38:29 main:574] : INFO : Epoch 1677 | loss: 0.0312212 | val_loss: 0.0312234 | Time: 3038.1 ms
[2021-03-22 17:38:32 main:574] : INFO : Epoch 1678 | loss: 0.031221 | val_loss: 0.0312249 | Time: 3146.13 ms
[2021-03-22 17:38:35 main:574] : INFO : Epoch 1679 | loss: 0.0312239 | val_loss: 0.0312234 | Time: 3099.03 ms
[2021-03-22 17:38:38 main:574] : INFO : Epoch 1680 | loss: 0.0312246 | val_loss: 0.0312239 | Time: 3134.23 ms
[2021-03-22 17:38:41 main:574] : INFO : Epoch 1681 | loss: 0.031223 | val_loss: 0.0312336 | Time: 3080.61 ms
[2021-03-22 17:38:44 main:574] : INFO : Epoch 1682 | loss: 0.0312279 | val_loss: 0.0312451 | Time: 3210.44 ms
[2021-03-22 17:38:48 main:574] : INFO : Epoch 1683 | loss: 0.0312292 | val_loss: 0.0312252 | Time: 3122.52 ms
[2021-03-22 17:38:51 main:574] : INFO : Epoch 1684 | loss: 0.0312236 | val_loss: 0.031223 | Time: 3111.02 ms
[2021-03-22 17:38:54 main:574] : INFO : Epoch 1685 | loss: 0.0312206 | val_loss: 0.031223 | Time: 3085.59 ms
[2021-03-22 17:38:57 main:574] : INFO : Epoch 1686 | loss: 0.0312219 | val_loss: 0.0312276 | Time: 3072.01 ms
[2021-03-22 17:39:00 main:574] : INFO : Epoch 1687 | loss: 0.0312254 | val_loss: 0.0312246 | Time: 3158.77 ms
[2021-03-22 17:39:03 main:574] : INFO : Epoch 1688 | loss: 0.0312244 | val_loss: 0.0312262 | Time: 3262.17 ms
[2021-03-22 17:39:07 main:574] : INFO : Epoch 1689 | loss: 0.0312207 | val_loss: 0.0312233 | Time: 3103.59 ms
[2021-03-22 17:39:10 main:574] : INFO : Epoch 1690 | loss: 0.0312214 | val_loss: 0.0312253 | Time: 3204.16 ms
[2021-03-22 17:39:13 main:574] : INFO : Epoch 1691 | loss: 0.0312204 | val_loss: 0.0312223 | Time: 3036.02 ms
[2021-03-22 17:39:16 main:574] : INFO : Epoch 1692 | loss: 0.0312204 | val_loss: 0.0312255 | Time: 3084.69 ms
[2021-03-22 17:39:19 main:574] : INFO : Epoch 1693 | loss: 0.0312212 | val_loss: 0.0312336 | Time: 3155.07 ms
[2021-03-22 17:39:22 main:574] : INFO : Epoch 1694 | loss: 0.0312253 | val_loss: 0.0312309 | Time: 3069.92 ms
[2021-03-22 17:39:26 main:574] : INFO : Epoch 1695 | loss: 0.0312253 | val_loss: 0.0312318 | Time: 3160.63 ms
[2021-03-22 17:39:29 main:574] : INFO : Epoch 1696 | loss: 0.0312262 | val_loss: 0.0312355 | Time: 3185.35 ms
[2021-03-22 17:39:32 main:574] : INFO : Epoch 1697 | loss: 0.0312251 | val_loss: 0.0312229 | Time: 3132.21 ms
[2021-03-22 17:39:35 main:574] : INFO : Epoch 1698 | loss: 0.0312207 | val_loss: 0.0312339 | Time: 3220.72 ms
[2021-03-22 17:39:38 main:574] : INFO : Epoch 1699 | loss: 0.0312223 | val_loss: 0.0312225 | Time: 3108.52 ms
[2021-03-22 17:39:42 main:574] : INFO : Epoch 1700 | loss: 0.0312231 | val_loss: 0.0312275 | Time: 3233.63 ms
[2021-03-22 17:39:45 main:574] : INFO : Epoch 1701 | loss: 0.0312207 | val_loss: 0.0312227 | Time: 3078.49 ms
[2021-03-22 17:39:48 main:574] : INFO : Epoch 1702 | loss: 0.0312196 | val_loss: 0.0312229 | Time: 3120.3 ms
[2021-03-22 17:39:51 main:574] : INFO : Epoch 1703 | loss: 0.0312214 | val_loss: 0.031222 | Time: 3154.66 ms
[2021-03-22 17:39:54 main:574] : INFO : Epoch 1704 | loss: 0.03122 | val_loss: 0.031225 | Time: 3197.06 ms
[2021-03-22 17:39:57 main:574] : INFO : Epoch 1705 | loss: 0.0312225 | val_loss: 0.0312229 | Time: 3071.81 ms
[2021-03-22 17:40:01 main:574] : INFO : Epoch 1706 | loss: 0.031224 | val_loss: 0.0312252 | Time: 3196.75 ms
[2021-03-22 17:40:04 main:574] : INFO : Epoch 1707 | loss: 0.031221 | val_loss: 0.0312225 | Time: 3097.69 ms
[2021-03-22 17:40:07 main:574] : INFO : Epoch 1708 | loss: 0.0312207 | val_loss: 0.0312225 | Time: 3202.03 ms
[2021-03-22 17:40:10 main:574] : INFO : Epoch 1709 | loss: 0.0312215 | val_loss: 0.031224 | Time: 3211.56 ms
[2021-03-22 17:40:13 main:574] : INFO : Epoch 1710 | loss: 0.0312274 | val_loss: 0.0312375 | Time: 3168.22 ms
[2021-03-22 17:40:17 main:574] : INFO : Epoch 1711 | loss: 0.0312253 | val_loss: 0.0312229 | Time: 3127.51 ms
[2021-03-22 17:40:20 main:574] : INFO : Epoch 1712 | loss: 0.0312216 | val_loss: 0.0312246 | Time: 3020.05 ms
[2021-03-22 17:40:23 main:574] : INFO : Epoch 1713 | loss: 0.0312224 | val_loss: 0.0312244 | Time: 3051.96 ms
[2021-03-22 17:40:26 main:574] : INFO : Epoch 1714 | loss: 0.0312206 | val_loss: 0.0312236 | Time: 3114.8 ms
[2021-03-22 17:40:29 main:574] : INFO : Epoch 1715 | loss: 0.0312193 | val_loss: 0.0312226 | Time: 3193.98 ms
[2021-03-22 17:40:32 main:574] : INFO : Epoch 1716 | loss: 0.0312201 | val_loss: 0.0312254 | Time: 3131.6 ms
[2021-03-22 17:40:35 main:574] : INFO : Epoch 1717 | loss: 0.0312201 | val_loss: 0.0312228 | Time: 3071.16 ms
[2021-03-22 17:40:38 main:574] : INFO : Epoch 1718 | loss: 0.0312213 | val_loss: 0.0312221 | Time: 3104.25 ms
[2021-03-22 17:40:42 main:574] : INFO : Epoch 1719 | loss: 0.0312201 | val_loss: 0.0312246 | Time: 3098.63 ms
[2021-03-22 17:40:45 main:574] : INFO : Epoch 1720 | loss: 0.0312244 | val_loss: 0.0312257 | Time: 3069.61 ms
[2021-03-22 17:40:48 main:574] : INFO : Epoch 1721 | loss: 0.031221 | val_loss: 0.0312245 | Time: 3134.18 ms
[2021-03-22 17:40:51 main:574] : INFO : Epoch 1722 | loss: 0.0312196 | val_loss: 0.0312253 | Time: 3180.41 ms
[2021-03-22 17:40:54 main:574] : INFO : Epoch 1723 | loss: 0.0312195 | val_loss: 0.0312219 | Time: 3108.44 ms
[2021-03-22 17:40:57 main:574] : INFO : Epoch 1724 | loss: 0.0312203 | val_loss: 0.0312221 | Time: 3055.55 ms
[2021-03-22 17:41:00 main:574] : INFO : Epoch 1725 | loss: 0.0312205 | val_loss: 0.0312278 | Time: 3000.62 ms
[2021-03-22 17:41:04 main:574] : INFO : Epoch 1726 | loss: 0.0312201 | val_loss: 0.0312255 | Time: 3104.08 ms
[2021-03-22 17:41:07 main:574] : INFO : Epoch 1727 | loss: 0.0312206 | val_loss: 0.0312218 | Time: 3114.72 ms
[2021-03-22 17:41:10 main:574] : INFO : Epoch 1728 | loss: 0.03122 | val_loss: 0.0312278 | Time: 3027.14 ms
[2021-03-22 17:41:13 main:574] : INFO : Epoch 1729 | loss: 0.0312222 | val_loss: 0.0312228 | Time: 3170.18 ms
[2021-03-22 17:41:16 main:574] : INFO : Epoch 1730 | loss: 0.0312212 | val_loss: 0.0312244 | Time: 2992.04 ms
[2021-03-22 17:41:19 main:574] : INFO : Epoch 1731 | loss: 0.0312221 | val_loss: 0.0312229 | Time: 3098.58 ms
[2021-03-22 17:41:22 main:574] : INFO : Epoch 1732 | loss: 0.0312203 | val_loss: 0.0312236 | Time: 3203.46 ms
[2021-03-22 17:41:26 main:574] : INFO : Epoch 1733 | loss: 0.0312241 | val_loss: 0.0312318 | Time: 3192.86 ms
[2021-03-22 17:41:29 main:574] : INFO : Epoch 1734 | loss: 0.0312251 | val_loss: 0.0312342 | Time: 3179.3 ms
[2021-03-22 17:41:32 main:574] : INFO : Epoch 1735 | loss: 0.031224 | val_loss: 0.0312231 | Time: 3190.71 ms
[2021-03-22 17:41:35 main:574] : INFO : Epoch 1736 | loss: 0.0312214 | val_loss: 0.0312279 | Time: 3091.49 ms
[2021-03-22 17:41:38 main:574] : INFO : Epoch 1737 | loss: 0.0312199 | val_loss: 0.0312221 | Time: 3193.51 ms
[2021-03-22 17:41:41 main:574] : INFO : Epoch 1738 | loss: 0.0312193 | val_loss: 0.0312218 | Time: 3098.01 ms
[2021-03-22 17:41:44 main:574] : INFO : Epoch 1739 | loss: 0.0312193 | val_loss: 0.0312219 | Time: 3006.23 ms
[2021-03-22 17:41:48 main:574] : INFO : Epoch 1740 | loss: 0.0312196 | val_loss: 0.0312218 | Time: 3054.3 ms
[2021-03-22 17:41:51 main:574] : INFO : Epoch 1741 | loss: 0.03122 | val_loss: 0.0312243 | Time: 3019.05 ms
[2021-03-22 17:41:54 main:574] : INFO : Epoch 1742 | loss: 0.0312231 | val_loss: 0.031224 | Time: 3143.41 ms
[2021-03-22 17:41:57 main:574] : INFO : Epoch 1743 | loss: 0.0312222 | val_loss: 0.031225 | Time: 3078.79 ms
[2021-03-22 17:42:00 main:574] : INFO : Epoch 1744 | loss: 0.0312221 | val_loss: 0.0312366 | Time: 3205.02 ms
[2021-03-22 17:42:03 main:574] : INFO : Epoch 1745 | loss: 0.0312256 | val_loss: 0.0312238 | Time: 3180.72 ms
[2021-03-22 17:42:07 main:574] : INFO : Epoch 1746 | loss: 0.0312194 | val_loss: 0.0312247 | Time: 3103.43 ms
[2021-03-22 17:42:10 main:574] : INFO : Epoch 1747 | loss: 0.0312192 | val_loss: 0.0312222 | Time: 3198.86 ms
[2021-03-22 17:42:13 main:574] : INFO : Epoch 1748 | loss: 0.0312218 | val_loss: 0.0312291 | Time: 3185.19 ms
[2021-03-22 17:42:16 main:574] : INFO : Epoch 1749 | loss: 0.0312232 | val_loss: 0.0312251 | Time: 3160.53 ms
[2021-03-22 17:42:19 main:574] : INFO : Epoch 1750 | loss: 0.0312195 | val_loss: 0.0312222 | Time: 3160.12 ms
[2021-03-22 17:42:23 main:574] : INFO : Epoch 1751 | loss: 0.0312202 | val_loss: 0.0312241 | Time: 3112.73 ms
[2021-03-22 17:42:26 main:574] : INFO : Epoch 1752 | loss: 0.0312202 | val_loss: 0.0312233 | Time: 3219.01 ms
[2021-03-22 17:42:29 main:574] : INFO : Epoch 1753 | loss: 0.0312201 | val_loss: 0.0312234 | Time: 3061.04 ms
[2021-03-22 17:42:32 main:574] : INFO : Epoch 1754 | loss: 0.0312199 | val_loss: 0.0312247 | Time: 3095.63 ms
[2021-03-22 17:42:35 main:574] : INFO : Epoch 1755 | loss: 0.0312222 | val_loss: 0.0312233 | Time: 3173 ms
[2021-03-22 17:42:38 main:574] : INFO : Epoch 1756 | loss: 0.0312215 | val_loss: 0.0312239 | Time: 3025.09 ms
[2021-03-22 17:42:41 main:574] : INFO : Epoch 1757 | loss: 0.0312235 | val_loss: 0.0312274 | Time: 3138.9 ms
[2021-03-22 17:42:45 main:574] : INFO : Epoch 1758 | loss: 0.0312217 | val_loss: 0.0312251 | Time: 3129.23 ms
[2021-03-22 17:42:48 main:574] : INFO : Epoch 1759 | loss: 0.0312224 | val_loss: 0.0312261 | Time: 3061.75 ms
[2021-03-22 17:42:51 main:574] : INFO : Epoch 1760 | loss: 0.0312212 | val_loss: 0.0312331 | Time: 3098.77 ms
[2021-03-22 17:42:54 main:574] : INFO : Epoch 1761 | loss: 0.0312242 | val_loss: 0.0312225 | Time: 3139.8 ms
[2021-03-22 17:42:57 main:574] : INFO : Epoch 1762 | loss: 0.0312206 | val_loss: 0.0312241 | Time: 3105.99 ms
[2021-03-22 17:43:00 main:574] : INFO : Epoch 1763 | loss: 0.0312201 | val_loss: 0.0312216 | Time: 3073.32 ms
[2021-03-22 17:43:03 main:574] : INFO : Epoch 1764 | loss: 0.0312184 | val_loss: 0.0312224 | Time: 3181.09 ms
[2021-03-22 17:43:07 main:574] : INFO : Epoch 1765 | loss: 0.0312186 | val_loss: 0.0312237 | Time: 3073.8 ms
[2021-03-22 17:43:10 main:574] : INFO : Epoch 1766 | loss: 0.0312195 | val_loss: 0.0312237 | Time: 3093.28 ms
[2021-03-22 17:43:13 main:574] : INFO : Epoch 1767 | loss: 0.0312203 | val_loss: 0.031224 | Time: 3216.04 ms
[2021-03-22 17:43:16 main:574] : INFO : Epoch 1768 | loss: 0.0312211 | val_loss: 0.0312262 | Time: 3090.63 ms
[2021-03-22 17:43:19 main:574] : INFO : Epoch 1769 | loss: 0.0312208 | val_loss: 0.0312289 | Time: 3114.52 ms
[2021-03-22 17:43:22 main:574] : INFO : Epoch 1770 | loss: 0.0312219 | val_loss: 0.0312216 | Time: 3065.6 ms
[2021-03-22 17:43:25 main:574] : INFO : Epoch 1771 | loss: 0.0312222 | val_loss: 0.0312234 | Time: 3148.79 ms
[2021-03-22 17:43:29 main:574] : INFO : Epoch 1772 | loss: 0.0312213 | val_loss: 0.0312218 | Time: 3085.93 ms
[2021-03-22 17:43:32 main:574] : INFO : Epoch 1773 | loss: 0.0312215 | val_loss: 0.0312221 | Time: 3203.45 ms
[2021-03-22 17:43:35 main:574] : INFO : Epoch 1774 | loss: 0.0312199 | val_loss: 0.0312229 | Time: 3098.01 ms
[2021-03-22 17:43:38 main:574] : INFO : Epoch 1775 | loss: 0.0312191 | val_loss: 0.0312215 | Time: 3268.35 ms
[2021-03-22 17:43:41 main:574] : INFO : Epoch 1776 | loss: 0.0312194 | val_loss: 0.0312236 | Time: 3137.7 ms
[2021-03-22 17:43:44 main:574] : INFO : Epoch 1777 | loss: 0.03122 | val_loss: 0.0312228 | Time: 3040.37 ms
[2021-03-22 17:43:48 main:574] : INFO : Epoch 1778 | loss: 0.0312205 | val_loss: 0.0312211 | Time: 3224.07 ms
[2021-03-22 17:43:51 main:574] : INFO : Epoch 1779 | loss: 0.0312192 | val_loss: 0.0312223 | Time: 2954.42 ms
[2021-03-22 17:43:54 main:574] : INFO : Epoch 1780 | loss: 0.031223 | val_loss: 0.0312253 | Time: 3110.81 ms
[2021-03-22 17:43:57 main:574] : INFO : Epoch 1781 | loss: 0.0312214 | val_loss: 0.0312228 | Time: 3083.77 ms
[2021-03-22 17:44:00 main:574] : INFO : Epoch 1782 | loss: 0.0312231 | val_loss: 0.0312223 | Time: 3086.72 ms
[2021-03-22 17:44:03 main:574] : INFO : Epoch 1783 | loss: 0.0312218 | val_loss: 0.0312261 | Time: 3176.28 ms
[2021-03-22 17:44:06 main:574] : INFO : Epoch 1784 | loss: 0.0312238 | val_loss: 0.0312291 | Time: 3084.52 ms
[2021-03-22 17:44:10 main:574] : INFO : Epoch 1785 | loss: 0.0312233 | val_loss: 0.0312294 | Time: 3174.91 ms
[2021-03-22 17:44:13 main:574] : INFO : Epoch 1786 | loss: 0.0312247 | val_loss: 0.0312284 | Time: 3138.87 ms
[2021-03-22 17:44:16 main:574] : INFO : Epoch 1787 | loss: 0.0312231 | val_loss: 0.0312213 | Time: 3060.08 ms
[2021-03-22 17:44:19 main:574] : INFO : Epoch 1788 | loss: 0.0312195 | val_loss: 0.0312225 | Time: 3106.31 ms
[2021-03-22 17:44:22 main:574] : INFO : Epoch 1789 | loss: 0.0312199 | val_loss: 0.0312244 | Time: 3083.93 ms
[2021-03-22 17:44:25 main:574] : INFO : Epoch 1790 | loss: 0.0312192 | val_loss: 0.0312244 | Time: 3088.34 ms
[2021-03-22 17:44:28 main:574] : INFO : Epoch 1791 | loss: 0.0312204 | val_loss: 0.0312225 | Time: 2982.97 ms
[2021-03-22 17:44:31 main:574] : INFO : Epoch 1792 | loss: 0.0312204 | val_loss: 0.0312227 | Time: 3071.81 ms
[2021-03-22 17:44:34 main:574] : INFO : Epoch 1793 | loss: 0.031222 | val_loss: 0.0312241 | Time: 3095.47 ms
[2021-03-22 17:44:38 main:574] : INFO : Epoch 1794 | loss: 0.0312198 | val_loss: 0.0312217 | Time: 3089.8 ms
[2021-03-22 17:44:41 main:574] : INFO : Epoch 1795 | loss: 0.0312183 | val_loss: 0.0312228 | Time: 3017.55 ms
[2021-03-22 17:44:44 main:574] : INFO : Epoch 1796 | loss: 0.0312194 | val_loss: 0.0312218 | Time: 3197.12 ms
[2021-03-22 17:44:47 main:574] : INFO : Epoch 1797 | loss: 0.0312192 | val_loss: 0.0312224 | Time: 3190.51 ms
[2021-03-22 17:44:50 main:574] : INFO : Epoch 1798 | loss: 0.0312182 | val_loss: 0.0312214 | Time: 3077.75 ms
[2021-03-22 17:44:53 main:574] : INFO : Epoch 1799 | loss: 0.0312184 | val_loss: 0.0312219 | Time: 3078.13 ms
[2021-03-22 17:44:56 main:574] : INFO : Epoch 1800 | loss: 0.0312205 | val_loss: 0.0312237 | Time: 3118.69 ms
[2021-03-22 17:45:00 main:574] : INFO : Epoch 1801 | loss: 0.0312242 | val_loss: 0.031224 | Time: 3178.64 ms
[2021-03-22 17:45:03 main:574] : INFO : Epoch 1802 | loss: 0.0312229 | val_loss: 0.0312244 | Time: 3181.84 ms
[2021-03-22 17:45:06 main:574] : INFO : Epoch 1803 | loss: 0.0312187 | val_loss: 0.0312274 | Time: 3308.03 ms
[2021-03-22 17:45:10 main:574] : INFO : Epoch 1804 | loss: 0.0312208 | val_loss: 0.0312226 | Time: 3234.28 ms
[2021-03-22 17:45:13 main:574] : INFO : Epoch 1805 | loss: 0.0312186 | val_loss: 0.0312223 | Time: 3139.09 ms
[2021-03-22 17:45:16 main:574] : INFO : Epoch 1806 | loss: 0.0312207 | val_loss: 0.031224 | Time: 3133.08 ms
[2021-03-22 17:45:19 main:574] : INFO : Epoch 1807 | loss: 0.0312195 | val_loss: 0.0312219 | Time: 3094.35 ms
[2021-03-22 17:45:22 main:574] : INFO : Epoch 1808 | loss: 0.0312182 | val_loss: 0.0312208 | Time: 3005.48 ms
[2021-03-22 17:45:25 main:574] : INFO : Epoch 1809 | loss: 0.0312199 | val_loss: 0.0312213 | Time: 3059.93 ms
[2021-03-22 17:45:28 main:574] : INFO : Epoch 1810 | loss: 0.0312182 | val_loss: 0.0312283 | Time: 3119.93 ms
[2021-03-22 17:45:32 main:574] : INFO : Epoch 1811 | loss: 0.0312235 | val_loss: 0.0312272 | Time: 3158.1 ms
[2021-03-22 17:45:35 main:574] : INFO : Epoch 1812 | loss: 0.0312193 | val_loss: 0.0312284 | Time: 3115.42 ms
[2021-03-22 17:45:38 main:574] : INFO : Epoch 1813 | loss: 0.0312213 | val_loss: 0.0312267 | Time: 3037.82 ms
[2021-03-22 17:45:41 main:574] : INFO : Epoch 1814 | loss: 0.0312195 | val_loss: 0.0312213 | Time: 3237.92 ms
[2021-03-22 17:45:44 main:574] : INFO : Epoch 1815 | loss: 0.0312179 | val_loss: 0.0312217 | Time: 3068.68 ms
[2021-03-22 17:45:47 main:574] : INFO : Epoch 1816 | loss: 0.0312185 | val_loss: 0.0312208 | Time: 3156.33 ms
[2021-03-22 17:45:50 main:574] : INFO : Epoch 1817 | loss: 0.0312181 | val_loss: 0.0312207 | Time: 3178.93 ms
[2021-03-22 17:45:54 main:574] : INFO : Epoch 1818 | loss: 0.0312185 | val_loss: 0.0312226 | Time: 3190.57 ms
[2021-03-22 17:45:57 main:574] : INFO : Epoch 1819 | loss: 0.031219 | val_loss: 0.0312272 | Time: 3155.64 ms
[2021-03-22 17:46:00 main:574] : INFO : Epoch 1820 | loss: 0.0312211 | val_loss: 0.031232 | Time: 3302.25 ms
[2021-03-22 17:46:03 main:574] : INFO : Epoch 1821 | loss: 0.0312225 | val_loss: 0.0312214 | Time: 3064.33 ms
[2021-03-22 17:46:07 main:574] : INFO : Epoch 1822 | loss: 0.0312195 | val_loss: 0.0312265 | Time: 3148.33 ms
[2021-03-22 17:46:10 main:574] : INFO : Epoch 1823 | loss: 0.0312238 | val_loss: 0.0312355 | Time: 3071.54 ms
[2021-03-22 17:46:13 main:574] : INFO : Epoch 1824 | loss: 0.0312258 | val_loss: 0.0312232 | Time: 3226.17 ms
[2021-03-22 17:46:16 main:574] : INFO : Epoch 1825 | loss: 0.0312196 | val_loss: 0.0312248 | Time: 3175.2 ms
[2021-03-22 17:46:19 main:574] : INFO : Epoch 1826 | loss: 0.0312229 | val_loss: 0.0312242 | Time: 3056.47 ms
[2021-03-22 17:46:22 main:574] : INFO : Epoch 1827 | loss: 0.0312196 | val_loss: 0.0312224 | Time: 3166.91 ms
[2021-03-22 17:46:26 main:574] : INFO : Epoch 1828 | loss: 0.0312194 | val_loss: 0.031228 | Time: 3052.95 ms
[2021-03-22 17:46:29 main:574] : INFO : Epoch 1829 | loss: 0.0312203 | val_loss: 0.0312221 | Time: 3080.24 ms
[2021-03-22 17:46:32 main:574] : INFO : Epoch 1830 | loss: 0.0312193 | val_loss: 0.031221 | Time: 3152.63 ms
[2021-03-22 17:46:35 main:574] : INFO : Epoch 1831 | loss: 0.0312174 | val_loss: 0.0312247 | Time: 3188.14 ms
[2021-03-22 17:46:38 main:574] : INFO : Epoch 1832 | loss: 0.0312176 | val_loss: 0.0312211 | Time: 3224.62 ms
[2021-03-22 17:46:42 main:574] : INFO : Epoch 1833 | loss: 0.0312196 | val_loss: 0.0312213 | Time: 3160.12 ms
[2021-03-22 17:46:45 main:574] : INFO : Epoch 1834 | loss: 0.0312188 | val_loss: 0.0312217 | Time: 3167.02 ms
[2021-03-22 17:46:48 main:574] : INFO : Epoch 1835 | loss: 0.0312186 | val_loss: 0.0312209 | Time: 3204.81 ms
[2021-03-22 17:46:51 main:574] : INFO : Epoch 1836 | loss: 0.0312193 | val_loss: 0.0312247 | Time: 3147.33 ms
[2021-03-22 17:46:54 main:574] : INFO : Epoch 1837 | loss: 0.0312184 | val_loss: 0.0312251 | Time: 3138.43 ms
[2021-03-22 17:46:57 main:574] : INFO : Epoch 1838 | loss: 0.0312202 | val_loss: 0.031229 | Time: 3036.4 ms
[2021-03-22 17:47:01 main:574] : INFO : Epoch 1839 | loss: 0.0312205 | val_loss: 0.03123 | Time: 3117.79 ms
[2021-03-22 17:47:04 main:574] : INFO : Epoch 1840 | loss: 0.0312196 | val_loss: 0.0312235 | Time: 3110.12 ms
[2021-03-22 17:47:07 main:574] : INFO : Epoch 1841 | loss: 0.0312193 | val_loss: 0.0312203 | Time: 3111.38 ms
[2021-03-22 17:47:10 main:574] : INFO : Epoch 1842 | loss: 0.0312201 | val_loss: 0.0312206 | Time: 3078.89 ms
[2021-03-22 17:47:13 main:574] : INFO : Epoch 1843 | loss: 0.0312188 | val_loss: 0.0312202 | Time: 3208.65 ms
[2021-03-22 17:47:16 main:574] : INFO : Epoch 1844 | loss: 0.0312167 | val_loss: 0.0312204 | Time: 3131.35 ms
[2021-03-22 17:47:20 main:574] : INFO : Epoch 1845 | loss: 0.0312173 | val_loss: 0.0312221 | Time: 3131.69 ms
[2021-03-22 17:47:23 main:574] : INFO : Epoch 1846 | loss: 0.031217 | val_loss: 0.0312255 | Time: 3173.95 ms
[2021-03-22 17:47:26 main:574] : INFO : Epoch 1847 | loss: 0.0312197 | val_loss: 0.0312275 | Time: 3125.9 ms
[2021-03-22 17:47:29 main:574] : INFO : Epoch 1848 | loss: 0.03122 | val_loss: 0.0312227 | Time: 3157.4 ms
[2021-03-22 17:47:32 main:574] : INFO : Epoch 1849 | loss: 0.0312189 | val_loss: 0.0312375 | Time: 3127.65 ms
[2021-03-22 17:47:35 main:574] : INFO : Epoch 1850 | loss: 0.0312244 | val_loss: 0.0312237 | Time: 3170.15 ms
[2021-03-22 17:47:39 main:574] : INFO : Epoch 1851 | loss: 0.0312191 | val_loss: 0.0312236 | Time: 3126.9 ms
[2021-03-22 17:47:42 main:574] : INFO : Epoch 1852 | loss: 0.0312189 | val_loss: 0.0312197 | Time: 3102.55 ms
[2021-03-22 17:47:45 main:574] : INFO : Epoch 1853 | loss: 0.0312171 | val_loss: 0.0312207 | Time: 3092.1 ms
[2021-03-22 17:47:48 main:574] : INFO : Epoch 1854 | loss: 0.0312177 | val_loss: 0.0312244 | Time: 3050.34 ms
[2021-03-22 17:47:51 main:574] : INFO : Epoch 1855 | loss: 0.0312191 | val_loss: 0.0312204 | Time: 3177.34 ms
[2021-03-22 17:47:54 main:574] : INFO : Epoch 1856 | loss: 0.031217 | val_loss: 0.0312204 | Time: 3168.74 ms
[2021-03-22 17:47:58 main:574] : INFO : Epoch 1857 | loss: 0.0312168 | val_loss: 0.0312241 | Time: 3187.64 ms
[2021-03-22 17:48:01 main:574] : INFO : Epoch 1858 | loss: 0.031224 | val_loss: 0.0312305 | Time: 3174.75 ms
[2021-03-22 17:48:04 main:574] : INFO : Epoch 1859 | loss: 0.031223 | val_loss: 0.0312202 | Time: 3135.65 ms
[2021-03-22 17:48:07 main:574] : INFO : Epoch 1860 | loss: 0.0312227 | val_loss: 0.0312376 | Time: 3077.77 ms
[2021-03-22 17:48:10 main:574] : INFO : Epoch 1861 | loss: 0.0312227 | val_loss: 0.0312218 | Time: 3094.75 ms
[2021-03-22 17:48:13 main:574] : INFO : Epoch 1862 | loss: 0.031218 | val_loss: 0.031222 | Time: 3102.67 ms
[2021-03-22 17:48:16 main:574] : INFO : Epoch 1863 | loss: 0.0312196 | val_loss: 0.0312214 | Time: 3026.5 ms
[2021-03-22 17:48:19 main:574] : INFO : Epoch 1864 | loss: 0.0312202 | val_loss: 0.0312208 | Time: 3071.34 ms
[2021-03-22 17:48:23 main:574] : INFO : Epoch 1865 | loss: 0.0312172 | val_loss: 0.0312211 | Time: 3131.19 ms
[2021-03-22 17:48:26 main:574] : INFO : Epoch 1866 | loss: 0.0312199 | val_loss: 0.0312224 | Time: 3263.65 ms
[2021-03-22 17:48:29 main:574] : INFO : Epoch 1867 | loss: 0.031218 | val_loss: 0.0312226 | Time: 3257.74 ms
[2021-03-22 17:48:32 main:574] : INFO : Epoch 1868 | loss: 0.0312174 | val_loss: 0.0312216 | Time: 3087.89 ms
[2021-03-22 17:48:35 main:574] : INFO : Epoch 1869 | loss: 0.0312215 | val_loss: 0.0312228 | Time: 3068.72 ms
[2021-03-22 17:48:39 main:574] : INFO : Epoch 1870 | loss: 0.0312172 | val_loss: 0.03122 | Time: 3111.43 ms
[2021-03-22 17:48:42 main:574] : INFO : Epoch 1871 | loss: 0.0312172 | val_loss: 0.0312195 | Time: 3361.04 ms
[2021-03-22 17:48:45 main:574] : INFO : Epoch 1872 | loss: 0.0312181 | val_loss: 0.0312197 | Time: 3034.24 ms
[2021-03-22 17:48:48 main:574] : INFO : Epoch 1873 | loss: 0.0312172 | val_loss: 0.0312191 | Time: 3154.64 ms
[2021-03-22 17:48:51 main:574] : INFO : Epoch 1874 | loss: 0.0312182 | val_loss: 0.031224 | Time: 3021.91 ms
[2021-03-22 17:48:54 main:574] : INFO : Epoch 1875 | loss: 0.0312209 | val_loss: 0.0312285 | Time: 3087.87 ms
[2021-03-22 17:48:58 main:574] : INFO : Epoch 1876 | loss: 0.0312186 | val_loss: 0.0312205 | Time: 3179.96 ms
[2021-03-22 17:49:01 main:574] : INFO : Epoch 1877 | loss: 0.0312191 | val_loss: 0.0312299 | Time: 3050.24 ms
[2021-03-22 17:49:04 main:574] : INFO : Epoch 1878 | loss: 0.0312227 | val_loss: 0.0312283 | Time: 3099.78 ms
[2021-03-22 17:49:07 main:574] : INFO : Epoch 1879 | loss: 0.0312191 | val_loss: 0.0312203 | Time: 3136.55 ms
[2021-03-22 17:49:10 main:574] : INFO : Epoch 1880 | loss: 0.0312172 | val_loss: 0.0312201 | Time: 3043.72 ms
[2021-03-22 17:49:13 main:574] : INFO : Epoch 1881 | loss: 0.0312167 | val_loss: 0.0312211 | Time: 3056.69 ms
[2021-03-22 17:49:16 main:574] : INFO : Epoch 1882 | loss: 0.0312185 | val_loss: 0.031219 | Time: 3102.43 ms
[2021-03-22 17:49:19 main:574] : INFO : Epoch 1883 | loss: 0.0312181 | val_loss: 0.031224 | Time: 3065.72 ms
[2021-03-22 17:49:23 main:574] : INFO : Epoch 1884 | loss: 0.0312188 | val_loss: 0.0312228 | Time: 3203.38 ms
[2021-03-22 17:49:26 main:574] : INFO : Epoch 1885 | loss: 0.0312184 | val_loss: 0.031221 | Time: 3035.29 ms
[2021-03-22 17:49:29 main:574] : INFO : Epoch 1886 | loss: 0.0312183 | val_loss: 0.0312202 | Time: 3095.15 ms
[2021-03-22 17:49:32 main:574] : INFO : Epoch 1887 | loss: 0.0312172 | val_loss: 0.0312221 | Time: 3065.96 ms
[2021-03-22 17:49:35 main:574] : INFO : Epoch 1888 | loss: 0.0312201 | val_loss: 0.0312406 | Time: 3218.26 ms
[2021-03-22 17:49:38 main:574] : INFO : Epoch 1889 | loss: 0.031226 | val_loss: 0.0312308 | Time: 3081.02 ms
[2021-03-22 17:49:42 main:574] : INFO : Epoch 1890 | loss: 0.0312227 | val_loss: 0.0312221 | Time: 3132.82 ms
[2021-03-22 17:49:45 main:574] : INFO : Epoch 1891 | loss: 0.0312185 | val_loss: 0.0312201 | Time: 3097.23 ms
[2021-03-22 17:49:48 main:574] : INFO : Epoch 1892 | loss: 0.0312183 | val_loss: 0.0312195 | Time: 3029.06 ms
[2021-03-22 17:49:51 main:574] : INFO : Epoch 1893 | loss: 0.0312188 | val_loss: 0.0312255 | Time: 2960.95 ms
[2021-03-22 17:49:54 main:574] : INFO : Epoch 1894 | loss: 0.0312198 | val_loss: 0.0312263 | Time: 3051.27 ms
[2021-03-22 17:49:57 main:574] : INFO : Epoch 1895 | loss: 0.0312169 | val_loss: 0.0312211 | Time: 3225.04 ms
[2021-03-22 17:50:00 main:574] : INFO : Epoch 1896 | loss: 0.031219 | val_loss: 0.0312246 | Time: 3152.14 ms
[2021-03-22 17:50:03 main:574] : INFO : Epoch 1897 | loss: 0.0312174 | val_loss: 0.0312268 | Time: 3270.42 ms
[2021-03-22 17:50:07 main:574] : INFO : Epoch 1898 | loss: 0.031221 | val_loss: 0.0312234 | Time: 3170.7 ms
[2021-03-22 17:50:10 main:574] : INFO : Epoch 1899 | loss: 0.0312194 | val_loss: 0.0312213 | Time: 3251.44 ms
[2021-03-22 17:50:13 main:574] : INFO : Epoch 1900 | loss: 0.0312215 | val_loss: 0.0312241 | Time: 3136.16 ms
[2021-03-22 17:50:16 main:574] : INFO : Epoch 1901 | loss: 0.0312187 | val_loss: 0.0312202 | Time: 3139.24 ms
[2021-03-22 17:50:19 main:574] : INFO : Epoch 1902 | loss: 0.0312203 | val_loss: 0.0312228 | Time: 3106.24 ms
[2021-03-22 17:50:23 main:574] : INFO : Epoch 1903 | loss: 0.0312185 | val_loss: 0.0312259 | Time: 3120.27 ms
[2021-03-22 17:50:26 main:574] : INFO : Epoch 1904 | loss: 0.0312196 | val_loss: 0.0312201 | Time: 3072.51 ms
[2021-03-22 17:50:29 main:574] : INFO : Epoch 1905 | loss: 0.0312186 | val_loss: 0.0312218 | Time: 3165.88 ms
[2021-03-22 17:50:32 main:574] : INFO : Epoch 1906 | loss: 0.0312203 | val_loss: 0.0312258 | Time: 3211.73 ms
[2021-03-22 17:50:35 main:574] : INFO : Epoch 1907 | loss: 0.0312193 | val_loss: 0.0312204 | Time: 3098.2 ms
[2021-03-22 17:50:38 main:574] : INFO : Epoch 1908 | loss: 0.0312185 | val_loss: 0.0312221 | Time: 3112.1 ms
[2021-03-22 17:50:42 main:574] : INFO : Epoch 1909 | loss: 0.0312186 | val_loss: 0.0312213 | Time: 3483.78 ms
[2021-03-22 17:50:45 main:574] : INFO : Epoch 1910 | loss: 0.0312188 | val_loss: 0.0312237 | Time: 3052.37 ms
[2021-03-22 17:50:48 main:574] : INFO : Epoch 1911 | loss: 0.0312191 | val_loss: 0.031223 | Time: 3099.05 ms
[2021-03-22 17:50:51 main:574] : INFO : Epoch 1912 | loss: 0.0312206 | val_loss: 0.0312199 | Time: 3142.49 ms
[2021-03-22 17:50:54 main:574] : INFO : Epoch 1913 | loss: 0.0312192 | val_loss: 0.0312196 | Time: 2998.55 ms
[2021-03-22 17:50:57 main:574] : INFO : Epoch 1914 | loss: 0.0312191 | val_loss: 0.0312214 | Time: 3035.43 ms
[2021-03-22 17:51:01 main:574] : INFO : Epoch 1915 | loss: 0.0312188 | val_loss: 0.0312293 | Time: 3089.7 ms
[2021-03-22 17:51:04 main:574] : INFO : Epoch 1916 | loss: 0.0312194 | val_loss: 0.0312198 | Time: 3094.08 ms
[2021-03-22 17:51:07 main:574] : INFO : Epoch 1917 | loss: 0.0312203 | val_loss: 0.0312211 | Time: 3115.32 ms
[2021-03-22 17:51:10 main:574] : INFO : Epoch 1918 | loss: 0.0312185 | val_loss: 0.031219 | Time: 3149.82 ms
[2021-03-22 17:51:13 main:574] : INFO : Epoch 1919 | loss: 0.0312184 | val_loss: 0.0312243 | Time: 3135.72 ms
[2021-03-22 17:51:16 main:574] : INFO : Epoch 1920 | loss: 0.0312208 | val_loss: 0.031221 | Time: 3131.16 ms
[2021-03-22 17:51:19 main:574] : INFO : Epoch 1921 | loss: 0.0312196 | val_loss: 0.0312195 | Time: 3033.12 ms
[2021-03-22 17:51:23 main:574] : INFO : Epoch 1922 | loss: 0.031217 | val_loss: 0.0312193 | Time: 3169.88 ms
[2021-03-22 17:51:26 main:574] : INFO : Epoch 1923 | loss: 0.031218 | val_loss: 0.0312248 | Time: 3005.24 ms
[2021-03-22 17:51:29 main:574] : INFO : Epoch 1924 | loss: 0.0312202 | val_loss: 0.0312204 | Time: 3108.86 ms
[2021-03-22 17:51:32 main:574] : INFO : Epoch 1925 | loss: 0.0312212 | val_loss: 0.0312245 | Time: 3086.58 ms
[2021-03-22 17:51:35 main:574] : INFO : Epoch 1926 | loss: 0.0312242 | val_loss: 0.0312207 | Time: 3023.42 ms
[2021-03-22 17:51:38 main:574] : INFO : Epoch 1927 | loss: 0.0312187 | val_loss: 0.0312205 | Time: 3207.51 ms
[2021-03-22 17:51:41 main:574] : INFO : Epoch 1928 | loss: 0.0312201 | val_loss: 0.0312191 | Time: 3192.2 ms
[2021-03-22 17:51:45 main:574] : INFO : Epoch 1929 | loss: 0.0312169 | val_loss: 0.03122 | Time: 3045.88 ms
[2021-03-22 17:51:48 main:574] : INFO : Epoch 1930 | loss: 0.0312175 | val_loss: 0.0312239 | Time: 3129.86 ms
[2021-03-22 17:51:51 main:574] : INFO : Epoch 1931 | loss: 0.0312225 | val_loss: 0.0312235 | Time: 2963.93 ms
[2021-03-22 17:51:54 main:574] : INFO : Epoch 1932 | loss: 0.0312178 | val_loss: 0.0312192 | Time: 3158.58 ms
[2021-03-22 17:51:57 main:574] : INFO : Epoch 1933 | loss: 0.0312191 | val_loss: 0.0312193 | Time: 3095.96 ms
[2021-03-22 17:52:00 main:574] : INFO : Epoch 1934 | loss: 0.0312181 | val_loss: 0.0312218 | Time: 3129.62 ms
[2021-03-22 17:52:03 main:574] : INFO : Epoch 1935 | loss: 0.0312176 | val_loss: 0.0312208 | Time: 3257.99 ms
[2021-03-22 17:52:07 main:574] : INFO : Epoch 1936 | loss: 0.0312165 | val_loss: 0.0312186 | Time: 3068.6 ms
[2021-03-22 17:52:10 main:574] : INFO : Epoch 1937 | loss: 0.0312161 | val_loss: 0.0312183 | Time: 3350.98 ms
[2021-03-22 17:52:13 main:574] : INFO : Epoch 1938 | loss: 0.0312169 | val_loss: 0.031218 | Time: 3141.29 ms
[2021-03-22 17:52:16 main:574] : INFO : Epoch 1939 | loss: 0.0312166 | val_loss: 0.0312188 | Time: 3080.46 ms
[2021-03-22 17:52:19 main:574] : INFO : Epoch 1940 | loss: 0.0312183 | val_loss: 0.0312221 | Time: 3140.22 ms
[2021-03-22 17:52:23 main:574] : INFO : Epoch 1941 | loss: 0.0312201 | val_loss: 0.0312217 | Time: 3066.11 ms
[2021-03-22 17:52:26 main:574] : INFO : Epoch 1942 | loss: 0.0312202 | val_loss: 0.0312226 | Time: 3133.17 ms
[2021-03-22 17:52:29 main:574] : INFO : Epoch 1943 | loss: 0.0312179 | val_loss: 0.0312186 | Time: 3106.39 ms
[2021-03-22 17:52:32 main:574] : INFO : Epoch 1944 | loss: 0.0312164 | val_loss: 0.0312176 | Time: 3068.94 ms
[2021-03-22 17:52:35 main:574] : INFO : Epoch 1945 | loss: 0.0312183 | val_loss: 0.0312246 | Time: 2997.69 ms
[2021-03-22 17:52:38 main:574] : INFO : Epoch 1946 | loss: 0.0312187 | val_loss: 0.0312196 | Time: 3214.25 ms
[2021-03-22 17:52:41 main:574] : INFO : Epoch 1947 | loss: 0.0312161 | val_loss: 0.0312196 | Time: 3136.87 ms
[2021-03-22 17:52:44 main:574] : INFO : Epoch 1948 | loss: 0.0312166 | val_loss: 0.0312231 | Time: 3110.97 ms
[2021-03-22 17:52:48 main:574] : INFO : Epoch 1949 | loss: 0.0312171 | val_loss: 0.0312203 | Time: 3013.41 ms
[2021-03-22 17:52:51 main:574] : INFO : Epoch 1950 | loss: 0.0312215 | val_loss: 0.0312188 | Time: 2957.66 ms
[2021-03-22 17:52:54 main:574] : INFO : Epoch 1951 | loss: 0.0312233 | val_loss: 0.031223 | Time: 3068.7 ms
[2021-03-22 17:52:57 main:574] : INFO : Epoch 1952 | loss: 0.0312195 | val_loss: 0.0312275 | Time: 3118.05 ms
[2021-03-22 17:53:00 main:574] : INFO : Epoch 1953 | loss: 0.031222 | val_loss: 0.031225 | Time: 3066.49 ms
[2021-03-22 17:53:03 main:574] : INFO : Epoch 1954 | loss: 0.0312213 | val_loss: 0.0312223 | Time: 3158.82 ms
[2021-03-22 17:53:06 main:574] : INFO : Epoch 1955 | loss: 0.0312209 | val_loss: 0.0312209 | Time: 3210.04 ms
[2021-03-22 17:53:10 main:574] : INFO : Epoch 1956 | loss: 0.0312208 | val_loss: 0.0312246 | Time: 3167.8 ms
[2021-03-22 17:53:13 main:574] : INFO : Epoch 1957 | loss: 0.0312196 | val_loss: 0.0312211 | Time: 3225.81 ms
[2021-03-22 17:53:16 main:574] : INFO : Epoch 1958 | loss: 0.0312239 | val_loss: 0.0312207 | Time: 3068.74 ms
[2021-03-22 17:53:19 main:574] : INFO : Epoch 1959 | loss: 0.0312227 | val_loss: 0.0312261 | Time: 3160.51 ms
[2021-03-22 17:53:22 main:574] : INFO : Epoch 1960 | loss: 0.0312202 | val_loss: 0.0312243 | Time: 3005.62 ms
[2021-03-22 17:53:25 main:574] : INFO : Epoch 1961 | loss: 0.031219 | val_loss: 0.0312199 | Time: 3081.86 ms
[2021-03-22 17:53:28 main:574] : INFO : Epoch 1962 | loss: 0.0312196 | val_loss: 0.031225 | Time: 3199.27 ms
[2021-03-22 17:53:32 main:574] : INFO : Epoch 1963 | loss: 0.0312223 | val_loss: 0.031223 | Time: 3087.55 ms
[2021-03-22 17:53:35 main:574] : INFO : Epoch 1964 | loss: 0.0312198 | val_loss: 0.0312214 | Time: 3079.17 ms
[2021-03-22 17:53:38 main:574] : INFO : Epoch 1965 | loss: 0.0312215 | val_loss: 0.0312276 | Time: 3264.72 ms
[2021-03-22 17:53:41 main:574] : INFO : Epoch 1966 | loss: 0.0312239 | val_loss: 0.0312247 | Time: 3072.3 ms
[2021-03-22 17:53:44 main:574] : INFO : Epoch 1967 | loss: 0.0312245 | val_loss: 0.0312266 | Time: 3113.36 ms
[2021-03-22 17:53:47 main:574] : INFO : Epoch 1968 | loss: 0.0312184 | val_loss: 0.0312209 | Time: 3053.05 ms
[2021-03-22 17:53:50 main:574] : INFO : Epoch 1969 | loss: 0.0312195 | val_loss: 0.0312222 | Time: 3148.38 ms
[2021-03-22 17:53:54 main:574] : INFO : Epoch 1970 | loss: 0.0312194 | val_loss: 0.0312207 | Time: 3210.98 ms
[2021-03-22 17:53:57 main:574] : INFO : Epoch 1971 | loss: 0.0312207 | val_loss: 0.0312205 | Time: 3043.23 ms
[2021-03-22 17:54:00 main:574] : INFO : Epoch 1972 | loss: 0.0312239 | val_loss: 0.0312287 | Time: 3177.7 ms
[2021-03-22 17:54:03 main:574] : INFO : Epoch 1973 | loss: 0.0312215 | val_loss: 0.0312197 | Time: 3054.08 ms
[2021-03-22 17:54:06 main:574] : INFO : Epoch 1974 | loss: 0.0312245 | val_loss: 0.0312225 | Time: 3087.57 ms
[2021-03-22 17:54:09 main:574] : INFO : Epoch 1975 | loss: 0.0312325 | val_loss: 0.0312388 | Time: 3163.01 ms
[2021-03-22 17:54:13 main:574] : INFO : Epoch 1976 | loss: 0.0312269 | val_loss: 0.0312291 | Time: 3047.39 ms
[2021-03-22 17:54:16 main:574] : INFO : Epoch 1977 | loss: 0.0312209 | val_loss: 0.0312212 | Time: 3137.96 ms
[2021-03-22 17:54:19 main:574] : INFO : Epoch 1978 | loss: 0.0312202 | val_loss: 0.0312201 | Time: 3022.98 ms
[2021-03-22 17:54:22 main:574] : INFO : Epoch 1979 | loss: 0.0312188 | val_loss: 0.0312251 | Time: 3048.31 ms
[2021-03-22 17:54:25 main:574] : INFO : Epoch 1980 | loss: 0.0312231 | val_loss: 0.0312236 | Time: 3172.24 ms
[2021-03-22 17:54:28 main:574] : INFO : Epoch 1981 | loss: 0.0312229 | val_loss: 0.0312207 | Time: 3223.55 ms
[2021-03-22 17:54:31 main:574] : INFO : Epoch 1982 | loss: 0.0312252 | val_loss: 0.0312289 | Time: 3123.29 ms
[2021-03-22 17:54:35 main:574] : INFO : Epoch 1983 | loss: 0.0312198 | val_loss: 0.0312195 | Time: 3044.39 ms
[2021-03-22 17:54:38 main:574] : INFO : Epoch 1984 | loss: 0.0312185 | val_loss: 0.0312209 | Time: 3187.63 ms
[2021-03-22 17:54:41 main:574] : INFO : Epoch 1985 | loss: 0.0312193 | val_loss: 0.0312268 | Time: 3222.41 ms
[2021-03-22 17:54:44 main:574] : INFO : Epoch 1986 | loss: 0.0312206 | val_loss: 0.0312194 | Time: 3060.77 ms
[2021-03-22 17:54:47 main:574] : INFO : Epoch 1987 | loss: 0.0312214 | val_loss: 0.031224 | Time: 3123.92 ms
[2021-03-22 17:54:50 main:574] : INFO : Epoch 1988 | loss: 0.0312222 | val_loss: 0.0312231 | Time: 3095.21 ms
[2021-03-22 17:54:54 main:574] : INFO : Epoch 1989 | loss: 0.0312189 | val_loss: 0.0312198 | Time: 3128.29 ms
[2021-03-22 17:54:57 main:574] : INFO : Epoch 1990 | loss: 0.0312221 | val_loss: 0.031227 | Time: 3148.3 ms
[2021-03-22 17:55:00 main:574] : INFO : Epoch 1991 | loss: 0.031221 | val_loss: 0.0312193 | Time: 3164.2 ms
[2021-03-22 17:55:03 main:574] : INFO : Epoch 1992 | loss: 0.03122 | val_loss: 0.0312235 | Time: 3201.12 ms
[2021-03-22 17:55:06 main:574] : INFO : Epoch 1993 | loss: 0.031222 | val_loss: 0.0312224 | Time: 3203.58 ms
[2021-03-22 17:55:10 main:574] : INFO : Epoch 1994 | loss: 0.0312192 | val_loss: 0.0312199 | Time: 3170.62 ms
[2021-03-22 17:55:13 main:574] : INFO : Epoch 1995 | loss: 0.0312179 | val_loss: 0.0312185 | Time: 3103.1 ms
[2021-03-22 17:55:16 main:574] : INFO : Epoch 1996 | loss: 0.0312188 | val_loss: 0.0312294 | Time: 3189.09 ms
[2021-03-22 17:55:19 main:574] : INFO : Epoch 1997 | loss: 0.0312208 | val_loss: 0.0312199 | Time: 3147.07 ms
[2021-03-22 17:55:22 main:574] : INFO : Epoch 1998 | loss: 0.0312182 | val_loss: 0.0312261 | Time: 3141.89 ms
[2021-03-22 17:55:25 main:574] : INFO : Epoch 1999 | loss: 0.0312179 | val_loss: 0.0312214 | Time: 3115.52 ms
[2021-03-22 17:55:29 main:574] : INFO : Epoch 2000 | loss: 0.0312198 | val_loss: 0.0312188 | Time: 3208.89 ms
[2021-03-22 17:55:32 main:574] : INFO : Epoch 2001 | loss: 0.0312183 | val_loss: 0.0312216 | Time: 3290.61 ms
[2021-03-22 17:55:35 main:574] : INFO : Epoch 2002 | loss: 0.0312184 | val_loss: 0.0312195 | Time: 3100.59 ms
[2021-03-22 17:55:38 main:574] : INFO : Epoch 2003 | loss: 0.0312187 | val_loss: 0.0312194 | Time: 3196.81 ms
[2021-03-22 17:55:42 main:574] : INFO : Epoch 2004 | loss: 0.0312192 | val_loss: 0.0312185 | Time: 3223.22 ms
[2021-03-22 17:55:45 main:574] : INFO : Epoch 2005 | loss: 0.0312199 | val_loss: 0.031227 | Time: 3032.05 ms
[2021-03-22 17:55:48 main:574] : INFO : Epoch 2006 | loss: 0.0312219 | val_loss: 0.0312193 | Time: 3112.26 ms
[2021-03-22 17:55:51 main:574] : INFO : Epoch 2007 | loss: 0.0312167 | val_loss: 0.0312204 | Time: 3106.3 ms
[2021-03-22 17:55:54 main:574] : INFO : Epoch 2008 | loss: 0.031217 | val_loss: 0.0312213 | Time: 3225.96 ms
[2021-03-22 17:55:57 main:574] : INFO : Epoch 2009 | loss: 0.0312166 | val_loss: 0.0312208 | Time: 3107.99 ms
[2021-03-22 17:56:01 main:574] : INFO : Epoch 2010 | loss: 0.0312195 | val_loss: 0.0312204 | Time: 3088.72 ms
[2021-03-22 17:56:04 main:574] : INFO : Epoch 2011 | loss: 0.0312167 | val_loss: 0.0312196 | Time: 3140.4 ms
[2021-03-22 17:56:07 main:574] : INFO : Epoch 2012 | loss: 0.0312167 | val_loss: 0.0312177 | Time: 3081.74 ms
[2021-03-22 17:56:10 main:574] : INFO : Epoch 2013 | loss: 0.0312173 | val_loss: 0.0312201 | Time: 3200.99 ms
[2021-03-22 17:56:13 main:574] : INFO : Epoch 2014 | loss: 0.0312169 | val_loss: 0.031218 | Time: 3019.97 ms
[2021-03-22 17:56:16 main:574] : INFO : Epoch 2015 | loss: 0.0312173 | val_loss: 0.0312206 | Time: 3089.04 ms
[2021-03-22 17:56:19 main:574] : INFO : Epoch 2016 | loss: 0.0312165 | val_loss: 0.0312188 | Time: 3119.04 ms
[2021-03-22 17:56:23 main:574] : INFO : Epoch 2017 | loss: 0.0312166 | val_loss: 0.0312212 | Time: 3131.25 ms
[2021-03-22 17:56:26 main:574] : INFO : Epoch 2018 | loss: 0.031218 | val_loss: 0.0312177 | Time: 3085.6 ms
[2021-03-22 17:56:29 main:574] : INFO : Epoch 2019 | loss: 0.031218 | val_loss: 0.0312203 | Time: 3112.11 ms
[2021-03-22 17:56:32 main:574] : INFO : Epoch 2020 | loss: 0.0312161 | val_loss: 0.0312176 | Time: 2976.83 ms
[2021-03-22 17:56:35 main:574] : INFO : Epoch 2021 | loss: 0.0312156 | val_loss: 0.0312175 | Time: 3058.88 ms
[2021-03-22 17:56:38 main:574] : INFO : Epoch 2022 | loss: 0.031216 | val_loss: 0.0312173 | Time: 3144.7 ms
[2021-03-22 17:56:41 main:574] : INFO : Epoch 2023 | loss: 0.0312153 | val_loss: 0.0312176 | Time: 3022.71 ms
[2021-03-22 17:56:44 main:574] : INFO : Epoch 2024 | loss: 0.0312157 | val_loss: 0.0312192 | Time: 3124.33 ms
[2021-03-22 17:56:47 main:574] : INFO : Epoch 2025 | loss: 0.031216 | val_loss: 0.0312199 | Time: 3142.58 ms
[2021-03-22 17:56:51 main:574] : INFO : Epoch 2026 | loss: 0.0312158 | val_loss: 0.0312184 | Time: 3151.6 ms
[2021-03-22 17:56:54 main:574] : INFO : Epoch 2027 | loss: 0.0312157 | val_loss: 0.0312178 | Time: 3123.06 ms
[2021-03-22 17:56:57 main:574] : INFO : Epoch 2028 | loss: 0.0312152 | val_loss: 0.0312182 | Time: 3193.55 ms
[2021-03-22 17:57:00 main:574] : INFO : Epoch 2029 | loss: 0.0312154 | val_loss: 0.0312196 | Time: 3032.8 ms
[2021-03-22 17:57:03 main:574] : INFO : Epoch 2030 | loss: 0.0312164 | val_loss: 0.0312174 | Time: 3110.07 ms
[2021-03-22 17:57:06 main:574] : INFO : Epoch 2031 | loss: 0.0312186 | val_loss: 0.0312195 | Time: 3103.46 ms
[2021-03-22 17:57:10 main:574] : INFO : Epoch 2032 | loss: 0.0312161 | val_loss: 0.0312223 | Time: 3171.8 ms
[2021-03-22 17:57:13 main:574] : INFO : Epoch 2033 | loss: 0.0312163 | val_loss: 0.0312176 | Time: 3123.28 ms
[2021-03-22 17:57:16 main:574] : INFO : Epoch 2034 | loss: 0.0312173 | val_loss: 0.0312205 | Time: 3202.94 ms
[2021-03-22 17:57:19 main:574] : INFO : Epoch 2035 | loss: 0.0312179 | val_loss: 0.0312179 | Time: 3239.81 ms
[2021-03-22 17:57:22 main:574] : INFO : Epoch 2036 | loss: 0.0312149 | val_loss: 0.0312188 | Time: 3189.93 ms
[2021-03-22 17:57:26 main:574] : INFO : Epoch 2037 | loss: 0.0312151 | val_loss: 0.0312171 | Time: 3162.78 ms
[2021-03-22 17:57:29 main:574] : INFO : Epoch 2038 | loss: 0.0312153 | val_loss: 0.0312175 | Time: 3110.73 ms
[2021-03-22 17:57:32 main:574] : INFO : Epoch 2039 | loss: 0.0312151 | val_loss: 0.0312167 | Time: 3129.53 ms
[2021-03-22 17:57:35 main:574] : INFO : Epoch 2040 | loss: 0.031215 | val_loss: 0.0312167 | Time: 3131.62 ms
[2021-03-22 17:57:38 main:574] : INFO : Epoch 2041 | loss: 0.0312147 | val_loss: 0.0312168 | Time: 3246.73 ms
[2021-03-22 17:57:41 main:574] : INFO : Epoch 2042 | loss: 0.0312171 | val_loss: 0.0312201 | Time: 3008.9 ms
[2021-03-22 17:57:45 main:574] : INFO : Epoch 2043 | loss: 0.0312159 | val_loss: 0.0312176 | Time: 3021.29 ms
[2021-03-22 17:57:48 main:574] : INFO : Epoch 2044 | loss: 0.0312155 | val_loss: 0.0312175 | Time: 3090.97 ms
[2021-03-22 17:57:51 main:574] : INFO : Epoch 2045 | loss: 0.0312159 | val_loss: 0.0312191 | Time: 3083.18 ms
[2021-03-22 17:57:54 main:574] : INFO : Epoch 2046 | loss: 0.0312167 | val_loss: 0.0312188 | Time: 3006.49 ms
[2021-03-22 17:57:57 main:574] : INFO : Epoch 2047 | loss: 0.0312153 | val_loss: 0.0312188 | Time: 3085.74 ms
[2021-03-22 17:58:00 main:574] : INFO : Epoch 2048 | loss: 0.0312151 | val_loss: 0.0312181 | Time: 3206.7 ms
[2021-03-22 17:58:00 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312181
[2021-03-22 17:58:00 main:603] : INFO : Saving end state to config to file
[2021-03-22 17:58:00 main:608] : INFO : Success, exiting..
17:58:00 (1604): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)