Task 3362134
| Name | ParityModified-1608176104-7926-1_0 |
| Workunit | 1622118 |
| Created | 19 Dec 2020, 23:03:49 UTC |
| Sent | 21 Dec 2020, 20:45:52 UTC |
| Report deadline | 28 Dec 2020, 20:45:52 UTC |
| Received | 22 Dec 2020, 18:16:37 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5242 |
| Run time | 3 hours 35 min 16 sec |
| CPU time | 1 hours 7 min 39 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,508.42 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.56 GB |
| Peak swap size | 3.47 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.14.2</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0312311 | val_loss: 0.0312346 | Time: 2889.22 ms
[2020-12-22 09:36:13 main:574] : INFO : Epoch 1543 | loss: 0.0312312 | val_loss: 0.0312327 | Time: 2781.7 ms
[2020-12-22 09:36:15 main:574] : INFO : Epoch 1544 | loss: 0.0312325 | val_loss: 0.0312339 | Time: 2579.65 ms
[2020-12-22 09:36:18 main:574] : INFO : Epoch 1545 | loss: 0.0312315 | val_loss: 0.0312352 | Time: 2578.25 ms
[2020-12-22 09:36:21 main:574] : INFO : Epoch 1546 | loss: 0.0312314 | val_loss: 0.0312328 | Time: 2629.06 ms
[2020-12-22 09:36:23 main:574] : INFO : Epoch 1547 | loss: 0.0312307 | val_loss: 0.0312365 | Time: 2696.79 ms
[2020-12-22 09:36:26 main:574] : INFO : Epoch 1548 | loss: 0.0312308 | val_loss: 0.0312352 | Time: 2576.02 ms
[2020-12-22 09:36:30 main:574] : INFO : Epoch 1549 | loss: 0.0312324 | val_loss: 0.0312322 | Time: 4075.9 ms
[2020-12-22 09:36:33 main:574] : INFO : Epoch 1550 | loss: 0.0312325 | val_loss: 0.0312356 | Time: 3101.69 ms
[2020-12-22 09:36:36 main:574] : INFO : Epoch 1551 | loss: 0.0312345 | val_loss: 0.0312338 | Time: 2804.41 ms
[2020-12-22 09:36:38 main:574] : INFO : Epoch 1552 | loss: 0.0312312 | val_loss: 0.0312325 | Time: 2541.39 ms
[2020-12-22 09:36:41 main:574] : INFO : Epoch 1553 | loss: 0.0312328 | val_loss: 0.0312325 | Time: 2613.83 ms
[2020-12-22 09:36:44 main:574] : INFO : Epoch 1554 | loss: 0.0312315 | val_loss: 0.0312323 | Time: 2689.64 ms
[2020-12-22 09:36:46 main:574] : INFO : Epoch 1555 | loss: 0.0312302 | val_loss: 0.0312319 | Time: 2548.02 ms
[2020-12-22 09:36:49 main:574] : INFO : Epoch 1556 | loss: 0.0312312 | val_loss: 0.0312325 | Time: 2683.39 ms
[2020-12-22 09:36:52 main:574] : INFO : Epoch 1557 | loss: 0.03123 | val_loss: 0.0312315 | Time: 2707.14 ms
[2020-12-22 09:36:54 main:574] : INFO : Epoch 1558 | loss: 0.0312303 | val_loss: 0.0312314 | Time: 2603.11 ms
[2020-12-22 09:36:57 main:574] : INFO : Epoch 1559 | loss: 0.0312297 | val_loss: 0.0312329 | Time: 2589.4 ms
[2020-12-22 09:37:00 main:574] : INFO : Epoch 1560 | loss: 0.0312307 | val_loss: 0.0312323 | Time: 2610.95 ms
[2020-12-22 09:37:02 main:574] : INFO : Epoch 1561 | loss: 0.0312309 | val_loss: 0.031232 | Time: 2676.29 ms
[2020-12-22 09:37:05 main:574] : INFO : Epoch 1562 | loss: 0.0312309 | val_loss: 0.031234 | Time: 2588.03 ms
[2020-12-22 09:37:07 main:574] : INFO : Epoch 1563 | loss: 0.0312311 | val_loss: 0.0312315 | Time: 2536.12 ms
[2020-12-22 09:37:10 main:574] : INFO : Epoch 1564 | loss: 0.03123 | val_loss: 0.0312323 | Time: 2624.06 ms
[2020-12-22 09:37:13 main:574] : INFO : Epoch 1565 | loss: 0.0312298 | val_loss: 0.0312321 | Time: 2711.92 ms
[2020-12-22 09:37:16 main:574] : INFO : Epoch 1566 | loss: 0.0312346 | val_loss: 0.0312315 | Time: 2783.88 ms
[2020-12-22 09:37:18 main:574] : INFO : Epoch 1567 | loss: 0.0312299 | val_loss: 0.0312344 | Time: 2675.46 ms
[2020-12-22 09:37:21 main:574] : INFO : Epoch 1568 | loss: 0.0312318 | val_loss: 0.0312325 | Time: 2688.6 ms
[2020-12-22 09:37:24 main:574] : INFO : Epoch 1569 | loss: 0.0312296 | val_loss: 0.0312306 | Time: 2646.99 ms
[2020-12-22 09:37:26 main:574] : INFO : Epoch 1570 | loss: 0.0312286 | val_loss: 0.0312323 | Time: 2701.6 ms
[2020-12-22 09:37:29 main:574] : INFO : Epoch 1571 | loss: 0.0312301 | val_loss: 0.0312303 | Time: 2648.91 ms
[2020-12-22 09:37:31 main:574] : INFO : Epoch 1572 | loss: 0.03123 | val_loss: 0.0312308 | Time: 2518.06 ms
[2020-12-22 09:37:34 main:574] : INFO : Epoch 1573 | loss: 0.0312295 | val_loss: 0.0312327 | Time: 2818.08 ms
[2020-12-22 09:37:37 main:574] : INFO : Epoch 1574 | loss: 0.0312289 | val_loss: 0.0312305 | Time: 2641.56 ms
[2020-12-22 09:37:40 main:574] : INFO : Epoch 1575 | loss: 0.0312291 | val_loss: 0.0312298 | Time: 2577.54 ms
[2020-12-22 09:37:42 main:574] : INFO : Epoch 1576 | loss: 0.0312298 | val_loss: 0.0312348 | Time: 2903.58 ms
[2020-12-22 09:37:45 main:574] : INFO : Epoch 1577 | loss: 0.0312318 | val_loss: 0.0312332 | Time: 2601.67 ms
[2020-12-22 09:37:48 main:574] : INFO : Epoch 1578 | loss: 0.031231 | val_loss: 0.0312307 | Time: 2596.56 ms
[2020-12-22 09:37:50 main:574] : INFO : Epoch 1579 | loss: 0.0312292 | val_loss: 0.0312308 | Time: 2596.8 ms
[2020-12-22 09:37:53 main:574] : INFO : Epoch 1580 | loss: 0.0312307 | val_loss: 0.0312326 | Time: 2685.42 ms
[2020-12-22 09:37:56 main:574] : INFO : Epoch 1581 | loss: 0.0312287 | val_loss: 0.0312296 | Time: 2552.69 ms
[2020-12-22 09:37:58 main:574] : INFO : Epoch 1582 | loss: 0.0312278 | val_loss: 0.0312313 | Time: 2622.59 ms
[2020-12-22 09:38:01 main:574] : INFO : Epoch 1583 | loss: 0.0312283 | val_loss: 0.0312312 | Time: 2688.37 ms
[2020-12-22 09:38:04 main:574] : INFO : Epoch 1584 | loss: 0.0312291 | val_loss: 0.0312317 | Time: 2666.6 ms
[2020-12-22 09:38:06 main:574] : INFO : Epoch 1585 | loss: 0.0312283 | val_loss: 0.031232 | Time: 2591.44 ms
[2020-12-22 09:38:09 main:574] : INFO : Epoch 1586 | loss: 0.0312301 | val_loss: 0.0312293 | Time: 2592.21 ms
[2020-12-22 09:38:12 main:574] : INFO : Epoch 1587 | loss: 0.031229 | val_loss: 0.0312298 | Time: 2958.95 ms
[2020-12-22 09:38:14 main:574] : INFO : Epoch 1588 | loss: 0.0312286 | val_loss: 0.0312296 | Time: 2761.59 ms
[2020-12-22 09:38:17 main:574] : INFO : Epoch 1589 | loss: 0.0312279 | val_loss: 0.0312288 | Time: 2808.32 ms
[2020-12-22 09:38:20 main:574] : INFO : Epoch 1590 | loss: 0.0312335 | val_loss: 0.0312343 | Time: 2554 ms
[2020-12-22 09:38:22 main:574] : INFO : Epoch 1591 | loss: 0.0312297 | val_loss: 0.0312295 | Time: 2565.16 ms
[2020-12-22 09:38:25 main:574] : INFO : Epoch 1592 | loss: 0.0312274 | val_loss: 0.0312305 | Time: 2768.3 ms
[2020-12-22 09:38:28 main:574] : INFO : Epoch 1593 | loss: 0.0312267 | val_loss: 0.0312278 | Time: 2577.3 ms
[2020-12-22 09:38:30 main:574] : INFO : Epoch 1594 | loss: 0.0312292 | val_loss: 0.0312299 | Time: 2629 ms
[2020-12-22 09:38:33 main:574] : INFO : Epoch 1595 | loss: 0.0312289 | val_loss: 0.0312281 | Time: 2660.95 ms
[2020-12-22 09:38:36 main:574] : INFO : Epoch 1596 | loss: 0.031228 | val_loss: 0.0312281 | Time: 2559.66 ms
[2020-12-22 09:38:38 main:574] : INFO : Epoch 1597 | loss: 0.0312301 | val_loss: 0.0312292 | Time: 2729.42 ms
[2020-12-22 09:38:41 main:574] : INFO : Epoch 1598 | loss: 0.0312276 | val_loss: 0.0312272 | Time: 2806.19 ms
[2020-12-22 09:38:44 main:574] : INFO : Epoch 1599 | loss: 0.0312272 | val_loss: 0.0312267 | Time: 2823.1 ms
[2020-12-22 09:38:47 main:574] : INFO : Epoch 1600 | loss: 0.0312266 | val_loss: 0.0312271 | Time: 2601.95 ms
[2020-12-22 09:38:49 main:574] : INFO : Epoch 1601 | loss: 0.0312319 | val_loss: 0.0312358 | Time: 2590.66 ms
[2020-12-22 09:38:52 main:574] : INFO : Epoch 1602 | loss: 0.0312327 | val_loss: 0.0312291 | Time: 2661.29 ms
[2020-12-22 09:38:55 main:574] : INFO : Epoch 1603 | loss: 0.0312295 | val_loss: 0.031229 | Time: 2695.05 ms
[2020-12-22 09:38:57 main:574] : INFO : Epoch 1604 | loss: 0.0312263 | val_loss: 0.0312277 | Time: 2649.25 ms
[2020-12-22 09:39:00 main:574] : INFO : Epoch 1605 | loss: 0.0312274 | val_loss: 0.0312306 | Time: 2705.43 ms
[2020-12-22 09:39:03 main:574] : INFO : Epoch 1606 | loss: 0.0312266 | val_loss: 0.0312265 | Time: 2606.41 ms
[2020-12-22 09:39:05 main:574] : INFO : Epoch 1607 | loss: 0.0312262 | val_loss: 0.0312258 | Time: 2758.02 ms
[2020-12-22 09:39:08 main:574] : INFO : Epoch 1608 | loss: 0.031226 | val_loss: 0.031227 | Time: 2572.4 ms
[2020-12-22 09:39:11 main:574] : INFO : Epoch 1609 | loss: 0.0312258 | val_loss: 0.0312261 | Time: 2613.09 ms
[2020-12-22 09:39:13 main:574] : INFO : Epoch 1610 | loss: 0.0312245 | val_loss: 0.0312272 | Time: 2686.9 ms
[2020-12-22 09:39:16 main:574] : INFO : Epoch 1611 | loss: 0.0312267 | val_loss: 0.031226 | Time: 2617.15 ms
[2020-12-22 09:39:19 main:574] : INFO : Epoch 1612 | loss: 0.0312277 | val_loss: 0.0312266 | Time: 2730.9 ms
[2020-12-22 09:39:21 main:574] : INFO : Epoch 1613 | loss: 0.0312274 | val_loss: 0.0312282 | Time: 2647.65 ms
[2020-12-22 09:39:24 main:574] : INFO : Epoch 1614 | loss: 0.0312273 | val_loss: 0.0312264 | Time: 2815.11 ms
[2020-12-22 09:39:27 main:574] : INFO : Epoch 1615 | loss: 0.0312249 | val_loss: 0.0312284 | Time: 2602.94 ms
[2020-12-22 09:39:29 main:574] : INFO : Epoch 1616 | loss: 0.0312253 | val_loss: 0.0312255 | Time: 2583.73 ms
[2020-12-22 09:39:32 main:574] : INFO : Epoch 1617 | loss: 0.0312276 | val_loss: 0.0312277 | Time: 2607.87 ms
[2020-12-22 09:39:35 main:574] : INFO : Epoch 1618 | loss: 0.0312253 | val_loss: 0.0312326 | Time: 3188.88 ms
[2020-12-22 09:39:38 main:574] : INFO : Epoch 1619 | loss: 0.0312294 | val_loss: 0.0312254 | Time: 2609.11 ms
[2020-12-22 09:39:40 main:574] : INFO : Epoch 1620 | loss: 0.0312261 | val_loss: 0.031226 | Time: 2607.68 ms
[2020-12-22 09:39:43 main:574] : INFO : Epoch 1621 | loss: 0.0312277 | val_loss: 0.0312261 | Time: 2559.62 ms
[2020-12-22 09:39:45 main:574] : INFO : Epoch 1622 | loss: 0.0312308 | val_loss: 0.0312275 | Time: 2642.77 ms
[2020-12-22 09:39:48 main:574] : INFO : Epoch 1623 | loss: 0.0312254 | val_loss: 0.0312299 | Time: 2580.4 ms
[2020-12-22 09:39:51 main:574] : INFO : Epoch 1624 | loss: 0.0312286 | val_loss: 0.0312305 | Time: 2590.41 ms
[2020-12-22 09:39:53 main:574] : INFO : Epoch 1625 | loss: 0.031227 | val_loss: 0.0312308 | Time: 2612.09 ms
[2020-12-22 09:39:56 main:574] : INFO : Epoch 1626 | loss: 0.0312282 | val_loss: 0.0312335 | Time: 2720.51 ms
[2020-12-22 09:39:59 main:574] : INFO : Epoch 1627 | loss: 0.0312261 | val_loss: 0.0312257 | Time: 2589.35 ms
[2020-12-22 09:40:01 main:574] : INFO : Epoch 1628 | loss: 0.0312237 | val_loss: 0.0312253 | Time: 2687.29 ms
[2020-12-22 09:40:04 main:574] : INFO : Epoch 1629 | loss: 0.0312232 | val_loss: 0.0312244 | Time: 2701 ms
[2020-12-22 09:40:07 main:574] : INFO : Epoch 1630 | loss: 0.0312232 | val_loss: 0.0312315 | Time: 2628.34 ms
[2020-12-22 09:40:09 main:574] : INFO : Epoch 1631 | loss: 0.0312249 | val_loss: 0.0312288 | Time: 2588.28 ms
[2020-12-22 09:40:12 main:574] : INFO : Epoch 1632 | loss: 0.0312242 | val_loss: 0.0312238 | Time: 2829.09 ms
[2020-12-22 09:40:15 main:574] : INFO : Epoch 1633 | loss: 0.0312243 | val_loss: 0.0312231 | Time: 2721.41 ms
[2020-12-22 09:40:17 main:574] : INFO : Epoch 1634 | loss: 0.0312246 | val_loss: 0.0312376 | Time: 2639.7 ms
[2020-12-22 09:40:20 main:574] : INFO : Epoch 1635 | loss: 0.031226 | val_loss: 0.0312245 | Time: 2630.22 ms
[2020-12-22 09:40:23 main:574] : INFO : Epoch 1636 | loss: 0.0312253 | val_loss: 0.031228 | Time: 3340.23 ms
[2020-12-22 09:40:26 main:574] : INFO : Epoch 1637 | loss: 0.0312242 | val_loss: 0.0312241 | Time: 2691.04 ms
[2020-12-22 09:40:29 main:574] : INFO : Epoch 1638 | loss: 0.0312236 | val_loss: 0.0312258 | Time: 2903.41 ms
[2020-12-22 09:40:33 main:574] : INFO : Epoch 1639 | loss: 0.0312318 | val_loss: 0.0312314 | Time: 3949.24 ms
[2020-12-22 09:40:37 main:574] : INFO : Epoch 1640 | loss: 0.0312261 | val_loss: 0.0312275 | Time: 3659.3 ms
[2020-12-22 09:40:40 main:574] : INFO : Epoch 1641 | loss: 0.0312266 | val_loss: 0.0312307 | Time: 3352.19 ms
[2020-12-22 09:40:45 main:574] : INFO : Epoch 1642 | loss: 0.0312256 | val_loss: 0.0312246 | Time: 4693.54 ms
[2020-12-22 09:40:52 main:574] : INFO : Epoch 1643 | loss: 0.0312222 | val_loss: 0.0312236 | Time: 7074.38 ms
[2020-12-22 09:40:56 main:574] : INFO : Epoch 1644 | loss: 0.0312225 | val_loss: 0.0312256 | Time: 3651.97 ms
[2020-12-22 09:40:58 main:574] : INFO : Epoch 1645 | loss: 0.0312251 | val_loss: 0.0312329 | Time: 2762.87 ms
[2020-12-22 09:41:01 main:574] : INFO : Epoch 1646 | loss: 0.0312256 | val_loss: 0.0312243 | Time: 2536.78 ms
[2020-12-22 09:41:03 main:574] : INFO : Epoch 1647 | loss: 0.0312233 | val_loss: 0.0312264 | Time: 2474.02 ms
[2020-12-22 09:41:06 main:574] : INFO : Epoch 1648 | loss: 0.0312228 | val_loss: 0.0312233 | Time: 2472.79 ms
[2020-12-22 09:41:08 main:574] : INFO : Epoch 1649 | loss: 0.0312221 | val_loss: 0.0312222 | Time: 2482.57 ms
[2020-12-22 09:41:11 main:574] : INFO : Epoch 1650 | loss: 0.0312214 | val_loss: 0.0312259 | Time: 2495.46 ms
[2020-12-22 09:41:14 main:574] : INFO : Epoch 1651 | loss: 0.0312241 | val_loss: 0.0312234 | Time: 2668.53 ms
[2020-12-22 09:41:16 main:574] : INFO : Epoch 1652 | loss: 0.0312223 | val_loss: 0.031221 | Time: 2782.45 ms
[2020-12-22 09:41:19 main:574] : INFO : Epoch 1653 | loss: 0.0312215 | val_loss: 0.0312221 | Time: 2641.21 ms
[2020-12-22 09:41:22 main:574] : INFO : Epoch 1654 | loss: 0.0312212 | val_loss: 0.0312217 | Time: 2502.22 ms
[2020-12-22 09:41:24 main:574] : INFO : Epoch 1655 | loss: 0.0312247 | val_loss: 0.0312227 | Time: 2708.28 ms
[2020-12-22 09:41:27 main:574] : INFO : Epoch 1656 | loss: 0.0312222 | val_loss: 0.0312302 | Time: 2677.88 ms
[2020-12-22 09:41:30 main:574] : INFO : Epoch 1657 | loss: 0.0312248 | val_loss: 0.0312236 | Time: 2725.71 ms
[2020-12-22 09:41:32 main:574] : INFO : Epoch 1658 | loss: 0.0312254 | val_loss: 0.0312262 | Time: 2474.08 ms
[2020-12-22 09:41:35 main:574] : INFO : Epoch 1659 | loss: 0.0312219 | val_loss: 0.0312253 | Time: 2690.44 ms
[2020-12-22 09:41:37 main:574] : INFO : Epoch 1660 | loss: 0.0312218 | val_loss: 0.031223 | Time: 2594.53 ms
[2020-12-22 09:41:40 main:574] : INFO : Epoch 1661 | loss: 0.0312221 | val_loss: 0.0312262 | Time: 2482.17 ms
[2020-12-22 09:41:42 main:574] : INFO : Epoch 1662 | loss: 0.0312232 | val_loss: 0.0312211 | Time: 2489.86 ms
[2020-12-22 09:41:45 main:574] : INFO : Epoch 1663 | loss: 0.0312218 | val_loss: 0.031227 | Time: 2670.76 ms
[2020-12-22 09:41:48 main:574] : INFO : Epoch 1664 | loss: 0.0312246 | val_loss: 0.0312216 | Time: 2937.33 ms
[2020-12-22 09:41:51 main:574] : INFO : Epoch 1665 | loss: 0.0312218 | val_loss: 0.031223 | Time: 3370.26 ms
[2020-12-22 09:41:59 main:574] : INFO : Epoch 1666 | loss: 0.0312228 | val_loss: 0.0312206 | Time: 7807.86 ms
[2020-12-22 09:42:02 main:574] : INFO : Epoch 1667 | loss: 0.031221 | val_loss: 0.0312222 | Time: 2898.07 ms
[2020-12-22 09:42:05 main:574] : INFO : Epoch 1668 | loss: 0.0312202 | val_loss: 0.0312208 | Time: 2978.85 ms
[2020-12-22 09:42:08 main:574] : INFO : Epoch 1669 | loss: 0.0312194 | val_loss: 0.0312204 | Time: 2604.3 ms
[2020-12-22 09:42:10 main:574] : INFO : Epoch 1670 | loss: 0.0312191 | val_loss: 0.0312204 | Time: 2528.18 ms
[2020-12-22 09:42:13 main:574] : INFO : Epoch 1671 | loss: 0.0312208 | val_loss: 0.031222 | Time: 2545.5 ms
[2020-12-22 09:42:15 main:574] : INFO : Epoch 1672 | loss: 0.0312219 | val_loss: 0.0312214 | Time: 2561.52 ms
[2020-12-22 09:42:19 main:574] : INFO : Epoch 1673 | loss: 0.0312224 | val_loss: 0.0312207 | Time: 3158.22 ms
[2020-12-22 09:42:21 main:574] : INFO : Epoch 1674 | loss: 0.0312212 | val_loss: 0.0312222 | Time: 2692.77 ms
[2020-12-22 09:42:24 main:574] : INFO : Epoch 1675 | loss: 0.0312254 | val_loss: 0.031233 | Time: 2567.59 ms
[2020-12-22 09:42:26 main:574] : INFO : Epoch 1676 | loss: 0.0312244 | val_loss: 0.0312292 | Time: 2584.34 ms
[2020-12-22 09:42:29 main:574] : INFO : Epoch 1677 | loss: 0.0312212 | val_loss: 0.0312204 | Time: 2561.37 ms
[2020-12-22 09:42:32 main:574] : INFO : Epoch 1678 | loss: 0.0312197 | val_loss: 0.0312202 | Time: 3201.02 ms
[2020-12-22 09:42:35 main:574] : INFO : Epoch 1679 | loss: 0.0312203 | val_loss: 0.0312236 | Time: 2729.22 ms
[2020-12-22 09:42:37 main:574] : INFO : Epoch 1680 | loss: 0.0312209 | val_loss: 0.0312261 | Time: 2536.99 ms
[2020-12-22 09:42:40 main:574] : INFO : Epoch 1681 | loss: 0.0312218 | val_loss: 0.03122 | Time: 2550.95 ms
[2020-12-22 09:42:44 main:574] : INFO : Epoch 1682 | loss: 0.031224 | val_loss: 0.0312243 | Time: 3555.92 ms
[2020-12-22 09:42:46 main:574] : INFO : Epoch 1683 | loss: 0.0312208 | val_loss: 0.0312224 | Time: 2651.2 ms
[2020-12-22 09:42:49 main:574] : INFO : Epoch 1684 | loss: 0.0312203 | val_loss: 0.0312213 | Time: 2657.13 ms
[2020-12-22 09:42:52 main:574] : INFO : Epoch 1685 | loss: 0.0312194 | val_loss: 0.0312234 | Time: 2610 ms
[2020-12-22 09:42:54 main:574] : INFO : Epoch 1686 | loss: 0.0312195 | val_loss: 0.0312246 | Time: 2618.16 ms
[2020-12-22 09:42:57 main:574] : INFO : Epoch 1687 | loss: 0.0312195 | val_loss: 0.0312189 | Time: 2959.96 ms
[2020-12-22 09:43:00 main:574] : INFO : Epoch 1688 | loss: 0.0312266 | val_loss: 0.0312406 | Time: 2539.41 ms
[2020-12-22 09:43:03 main:574] : INFO : Epoch 1689 | loss: 0.031227 | val_loss: 0.0312232 | Time: 3112.43 ms
[2020-12-22 09:43:05 main:574] : INFO : Epoch 1690 | loss: 0.0312218 | val_loss: 0.0312227 | Time: 2513.22 ms
[2020-12-22 09:43:08 main:574] : INFO : Epoch 1691 | loss: 0.0312214 | val_loss: 0.0312218 | Time: 2539.55 ms
[2020-12-22 09:43:11 main:574] : INFO : Epoch 1692 | loss: 0.0312187 | val_loss: 0.0312213 | Time: 3249.52 ms
[2020-12-22 09:43:14 main:574] : INFO : Epoch 1693 | loss: 0.0312236 | val_loss: 0.0312253 | Time: 2626.73 ms
[2020-12-22 09:43:16 main:574] : INFO : Epoch 1694 | loss: 0.0312191 | val_loss: 0.0312189 | Time: 2545.83 ms
[2020-12-22 09:43:19 main:574] : INFO : Epoch 1695 | loss: 0.031218 | val_loss: 0.0312189 | Time: 2546.71 ms
[2020-12-22 09:43:22 main:574] : INFO : Epoch 1696 | loss: 0.0312214 | val_loss: 0.0312363 | Time: 2663.42 ms
[2020-12-22 09:43:24 main:574] : INFO : Epoch 1697 | loss: 0.0312243 | val_loss: 0.031221 | Time: 2741.89 ms
[2020-12-22 09:43:27 main:574] : INFO : Epoch 1698 | loss: 0.0312203 | val_loss: 0.0312242 | Time: 3088.68 ms
[2020-12-22 09:43:30 main:574] : INFO : Epoch 1699 | loss: 0.031221 | val_loss: 0.031221 | Time: 2989.85 ms
[2020-12-22 09:43:35 main:574] : INFO : Epoch 1700 | loss: 0.0312212 | val_loss: 0.0312192 | Time: 4332.85 ms
[2020-12-22 09:43:37 main:574] : INFO : Epoch 1701 | loss: 0.0312195 | val_loss: 0.0312276 | Time: 2681.93 ms
[2020-12-22 09:43:41 main:574] : INFO : Epoch 1702 | loss: 0.0312229 | val_loss: 0.0312196 | Time: 3141.73 ms
[2020-12-22 09:43:43 main:574] : INFO : Epoch 1703 | loss: 0.0312204 | val_loss: 0.0312195 | Time: 2629.84 ms
[2020-12-22 09:43:46 main:574] : INFO : Epoch 1704 | loss: 0.0312172 | val_loss: 0.0312202 | Time: 2603.5 ms
[2020-12-22 09:43:48 main:574] : INFO : Epoch 1705 | loss: 0.0312178 | val_loss: 0.0312215 | Time: 2516.89 ms
[2020-12-22 09:43:51 main:574] : INFO : Epoch 1706 | loss: 0.0312189 | val_loss: 0.0312272 | Time: 2563.28 ms
[2020-12-22 09:43:54 main:574] : INFO : Epoch 1707 | loss: 0.0312214 | val_loss: 0.0312242 | Time: 2630.06 ms
[2020-12-22 09:43:56 main:574] : INFO : Epoch 1708 | loss: 0.0312194 | val_loss: 0.0312264 | Time: 2549.09 ms
[2020-12-22 09:43:59 main:574] : INFO : Epoch 1709 | loss: 0.0312175 | val_loss: 0.0312185 | Time: 2517.83 ms
[2020-12-22 09:44:01 main:574] : INFO : Epoch 1710 | loss: 0.0312176 | val_loss: 0.0312185 | Time: 2572.71 ms
[2020-12-22 09:44:04 main:574] : INFO : Epoch 1711 | loss: 0.0312209 | val_loss: 0.0312187 | Time: 2531.83 ms
[2020-12-22 09:44:06 main:574] : INFO : Epoch 1712 | loss: 0.0312168 | val_loss: 0.0312177 | Time: 2520.7 ms
[2020-12-22 09:44:09 main:574] : INFO : Epoch 1713 | loss: 0.0312155 | val_loss: 0.0312182 | Time: 2872.58 ms
[2020-12-22 09:44:12 main:574] : INFO : Epoch 1714 | loss: 0.0312178 | val_loss: 0.0312195 | Time: 2894.01 ms
[2020-12-22 09:44:15 main:574] : INFO : Epoch 1715 | loss: 0.0312226 | val_loss: 0.0312189 | Time: 2672.85 ms
[2020-12-22 09:44:17 main:574] : INFO : Epoch 1716 | loss: 0.0312168 | val_loss: 0.0312183 | Time: 2548.9 ms
[2020-12-22 09:44:20 main:574] : INFO : Epoch 1717 | loss: 0.0312163 | val_loss: 0.0312183 | Time: 2543.11 ms
[2020-12-22 09:44:22 main:574] : INFO : Epoch 1718 | loss: 0.0312175 | val_loss: 0.0312201 | Time: 2527.99 ms
[2020-12-22 09:44:25 main:574] : INFO : Epoch 1719 | loss: 0.0312207 | val_loss: 0.0312174 | Time: 2510.73 ms
[2020-12-22 09:44:27 main:574] : INFO : Epoch 1720 | loss: 0.0312158 | val_loss: 0.0312187 | Time: 2512.22 ms
[2020-12-22 09:44:30 main:574] : INFO : Epoch 1721 | loss: 0.0312192 | val_loss: 0.0312169 | Time: 2523.59 ms
[2020-12-22 09:44:32 main:574] : INFO : Epoch 1722 | loss: 0.0312198 | val_loss: 0.0312259 | Time: 2491.97 ms
[2020-12-22 09:44:35 main:574] : INFO : Epoch 1723 | loss: 0.0312207 | val_loss: 0.0312178 | Time: 3049.47 ms
[2020-12-22 09:44:38 main:574] : INFO : Epoch 1724 | loss: 0.0312177 | val_loss: 0.0312228 | Time: 2539.83 ms
[2020-12-22 09:44:41 main:574] : INFO : Epoch 1725 | loss: 0.0312182 | val_loss: 0.0312162 | Time: 2527.08 ms
[2020-12-22 09:44:43 main:574] : INFO : Epoch 1726 | loss: 0.0312182 | val_loss: 0.0312346 | Time: 2800.04 ms
[2020-12-22 09:44:46 main:574] : INFO : Epoch 1727 | loss: 0.0312184 | val_loss: 0.0312171 | Time: 2805.05 ms
[2020-12-22 09:44:49 main:574] : INFO : Epoch 1728 | loss: 0.0312165 | val_loss: 0.0312181 | Time: 2843.58 ms
[2020-12-22 09:44:52 main:574] : INFO : Epoch 1729 | loss: 0.0312161 | val_loss: 0.0312174 | Time: 2921.45 ms
[2020-12-22 09:44:55 main:574] : INFO : Epoch 1730 | loss: 0.0312156 | val_loss: 0.0312158 | Time: 2797.88 ms
[2020-12-22 09:44:58 main:574] : INFO : Epoch 1731 | loss: 0.031224 | val_loss: 0.0312216 | Time: 2905.74 ms
[2020-12-22 09:45:00 main:574] : INFO : Epoch 1732 | loss: 0.0312183 | val_loss: 0.0312165 | Time: 2796.49 ms
[2020-12-22 09:45:03 main:574] : INFO : Epoch 1733 | loss: 0.0312173 | val_loss: 0.0312159 | Time: 2871.99 ms
[2020-12-22 09:45:06 main:574] : INFO : Epoch 1734 | loss: 0.0312154 | val_loss: 0.0312173 | Time: 2688.75 ms
[2020-12-22 09:45:09 main:574] : INFO : Epoch 1735 | loss: 0.0312181 | val_loss: 0.0312152 | Time: 2597.05 ms
[2020-12-22 09:45:11 main:574] : INFO : Epoch 1736 | loss: 0.0312182 | val_loss: 0.0312156 | Time: 2588.13 ms
[2020-12-22 09:45:14 main:574] : INFO : Epoch 1737 | loss: 0.031217 | val_loss: 0.0312168 | Time: 2830.33 ms
[2020-12-22 09:45:17 main:574] : INFO : Epoch 1738 | loss: 0.031215 | val_loss: 0.0312169 | Time: 2620.65 ms
[2020-12-22 09:45:19 main:574] : INFO : Epoch 1739 | loss: 0.0312142 | val_loss: 0.0312204 | Time: 2568.89 ms
[2020-12-22 09:45:22 main:574] : INFO : Epoch 1740 | loss: 0.0312151 | val_loss: 0.031215 | Time: 2671.57 ms
[2020-12-22 09:45:25 main:574] : INFO : Epoch 1741 | loss: 0.0312171 | val_loss: 0.0312199 | Time: 2778.81 ms
[2020-12-22 09:45:27 main:574] : INFO : Epoch 1742 | loss: 0.0312203 | val_loss: 0.0312162 | Time: 2545.64 ms
[2020-12-22 09:45:30 main:574] : INFO : Epoch 1743 | loss: 0.031215 | val_loss: 0.031215 | Time: 2620.1 ms
[2020-12-22 09:45:32 main:574] : INFO : Epoch 1744 | loss: 0.031219 | val_loss: 0.0312149 | Time: 2537.79 ms
[2020-12-22 09:45:35 main:574] : INFO : Epoch 1745 | loss: 0.0312182 | val_loss: 0.0312219 | Time: 2718.4 ms
[2020-12-22 09:45:38 main:574] : INFO : Epoch 1746 | loss: 0.0312184 | val_loss: 0.0312184 | Time: 2598.55 ms
[2020-12-22 09:45:40 main:574] : INFO : Epoch 1747 | loss: 0.0312158 | val_loss: 0.0312146 | Time: 2586.72 ms
[2020-12-22 09:45:43 main:574] : INFO : Epoch 1748 | loss: 0.0312149 | val_loss: 0.0312159 | Time: 2574.93 ms
[2020-12-22 09:45:46 main:574] : INFO : Epoch 1749 | loss: 0.0312139 | val_loss: 0.0312153 | Time: 2725.27 ms
[2020-12-22 09:45:48 main:574] : INFO : Epoch 1750 | loss: 0.0312144 | val_loss: 0.0312144 | Time: 2539.79 ms
[2020-12-22 09:45:51 main:574] : INFO : Epoch 1751 | loss: 0.0312138 | val_loss: 0.0312208 | Time: 2575.96 ms
[2020-12-22 09:45:53 main:574] : INFO : Epoch 1752 | loss: 0.031219 | val_loss: 0.0312258 | Time: 2520.27 ms
[2020-12-22 09:45:56 main:574] : INFO : Epoch 1753 | loss: 0.0312177 | val_loss: 0.0312154 | Time: 2680.79 ms
[2020-12-22 09:45:59 main:574] : INFO : Epoch 1754 | loss: 0.0312142 | val_loss: 0.0312139 | Time: 3000.45 ms
[2020-12-22 09:46:02 main:574] : INFO : Epoch 1755 | loss: 0.031215 | val_loss: 0.0312146 | Time: 2640.74 ms
[2020-12-22 09:46:04 main:574] : INFO : Epoch 1756 | loss: 0.0312138 | val_loss: 0.0312138 | Time: 2562.59 ms
[2020-12-22 09:46:08 main:574] : INFO : Epoch 1757 | loss: 0.0312158 | val_loss: 0.0312182 | Time: 3939.06 ms
[2020-12-22 09:46:12 main:574] : INFO : Epoch 1758 | loss: 0.0312217 | val_loss: 0.0312323 | Time: 3402.74 ms
[2020-12-22 09:46:15 main:574] : INFO : Epoch 1759 | loss: 0.0312217 | val_loss: 0.0312206 | Time: 3605.07 ms
[2020-12-22 09:46:19 main:574] : INFO : Epoch 1760 | loss: 0.0312143 | val_loss: 0.0312147 | Time: 3425.11 ms
[2020-12-22 09:46:26 main:574] : INFO : Epoch 1761 | loss: 0.0312132 | val_loss: 0.0312144 | Time: 6783.88 ms
[2020-12-22 09:46:29 main:574] : INFO : Epoch 1762 | loss: 0.0312139 | val_loss: 0.0312166 | Time: 3022.62 ms
[2020-12-22 09:46:34 main:574] : INFO : Epoch 1763 | loss: 0.0312145 | val_loss: 0.0312143 | Time: 5831.73 ms
[2020-12-22 09:46:37 main:574] : INFO : Epoch 1764 | loss: 0.0312161 | val_loss: 0.0312194 | Time: 2784.81 ms
[2020-12-22 09:46:40 main:574] : INFO : Epoch 1765 | loss: 0.0312165 | val_loss: 0.0312146 | Time: 2965.61 ms
[2020-12-22 09:46:43 main:574] : INFO : Epoch 1766 | loss: 0.0312196 | val_loss: 0.0312154 | Time: 2979.15 ms
[2020-12-22 09:46:53 main:574] : INFO : Epoch 1767 | loss: 0.0312181 | val_loss: 0.0312181 | Time: 10117.2 ms
[2020-12-22 09:47:03 main:574] : INFO : Epoch 1768 | loss: 0.0312149 | val_loss: 0.0312149 | Time: 9920.77 ms
[2020-12-22 09:47:07 main:574] : INFO : Epoch 1769 | loss: 0.0312139 | val_loss: 0.0312134 | Time: 3219.01 ms
[2020-12-22 09:47:09 main:574] : INFO : Epoch 1770 | loss: 0.0312143 | val_loss: 0.0312145 | Time: 2736.92 ms
[2020-12-22 09:47:12 main:574] : INFO : Epoch 1771 | loss: 0.0312138 | val_loss: 0.0312127 | Time: 2920.91 ms
[2020-12-22 09:47:16 main:574] : INFO : Epoch 1772 | loss: 0.031216 | val_loss: 0.0312205 | Time: 3934.68 ms
[2020-12-22 09:47:34 main:574] : INFO : Epoch 1773 | loss: 0.0312151 | val_loss: 0.0312143 | Time: 17474.3 ms
[2020-12-22 09:47:37 main:574] : INFO : Epoch 1774 | loss: 0.0312127 | val_loss: 0.0312142 | Time: 3831.44 ms
[2020-12-22 09:47:42 main:574] : INFO : Epoch 1775 | loss: 0.0312151 | val_loss: 0.0312197 | Time: 4285.9 ms
[2020-12-22 09:47:46 main:574] : INFO : Epoch 1776 | loss: 0.0312183 | val_loss: 0.031215 | Time: 3885.06 ms
[2020-12-22 09:47:49 main:574] : INFO : Epoch 1777 | loss: 0.0312144 | val_loss: 0.0312122 | Time: 3289.59 ms
[2020-12-22 09:47:52 main:574] : INFO : Epoch 1778 | loss: 0.0312168 | val_loss: 0.0312223 | Time: 3238.54 ms
[2020-12-22 09:47:56 main:574] : INFO : Epoch 1779 | loss: 0.0312177 | val_loss: 0.0312137 | Time: 3865.26 ms
[2020-12-22 09:47:59 main:574] : INFO : Epoch 1780 | loss: 0.0312138 | val_loss: 0.0312135 | Time: 3341.58 ms
[2020-12-22 09:48:03 main:574] : INFO : Epoch 1781 | loss: 0.0312128 | val_loss: 0.0312125 | Time: 3472.69 ms
[2020-12-22 09:48:06 main:574] : INFO : Epoch 1782 | loss: 0.0312161 | val_loss: 0.0312264 | Time: 3159.49 ms
[2020-12-22 09:48:10 main:574] : INFO : Epoch 1783 | loss: 0.0312156 | val_loss: 0.0312152 | Time: 4311.21 ms
[2020-12-22 09:48:14 main:574] : INFO : Epoch 1784 | loss: 0.0312142 | val_loss: 0.0312117 | Time: 3520.8 ms
[2020-12-22 09:48:17 main:574] : INFO : Epoch 1785 | loss: 0.0312158 | val_loss: 0.0312176 | Time: 3249.44 ms
[2020-12-22 09:48:22 main:574] : INFO : Epoch 1786 | loss: 0.0312155 | val_loss: 0.0312136 | Time: 4459.28 ms
[2020-12-22 09:48:26 main:574] : INFO : Epoch 1787 | loss: 0.031215 | val_loss: 0.0312135 | Time: 3744.46 ms
[2020-12-22 09:48:29 main:574] : INFO : Epoch 1788 | loss: 0.0312127 | val_loss: 0.0312221 | Time: 3373 ms
[2020-12-22 09:48:32 main:574] : INFO : Epoch 1789 | loss: 0.0312158 | val_loss: 0.0312128 | Time: 3445.97 ms
[2020-12-22 09:48:37 main:574] : INFO : Epoch 1790 | loss: 0.0312147 | val_loss: 0.0312158 | Time: 4391.2 ms
[2020-12-22 09:48:41 main:574] : INFO : Epoch 1791 | loss: 0.0312143 | val_loss: 0.0312134 | Time: 3746.79 ms
[2020-12-22 09:48:45 main:574] : INFO : Epoch 1792 | loss: 0.0312138 | val_loss: 0.0312124 | Time: 4479.13 ms
[2020-12-22 09:48:48 main:574] : INFO : Epoch 1793 | loss: 0.0312113 | val_loss: 0.0312124 | Time: 3208.57 ms
[2020-12-22 09:48:55 main:574] : INFO : Epoch 1794 | loss: 0.0312119 | val_loss: 0.0312131 | Time: 6266.12 ms
[2020-12-22 09:49:00 main:574] : INFO : Epoch 1795 | loss: 0.0312137 | val_loss: 0.0312131 | Time: 5612.33 ms
[2020-12-22 09:49:04 main:574] : INFO : Epoch 1796 | loss: 0.0312125 | val_loss: 0.0312119 | Time: 3731.62 ms
[2020-12-22 09:49:10 main:574] : INFO : Epoch 1797 | loss: 0.0312123 | val_loss: 0.0312107 | Time: 5919.35 ms
[2020-12-22 09:49:20 main:574] : INFO : Epoch 1798 | loss: 0.031212 | val_loss: 0.0312159 | Time: 9812 ms
[2020-12-22 09:49:24 main:574] : INFO : Epoch 1799 | loss: 0.0312143 | val_loss: 0.0312158 | Time: 4688.87 ms
[2020-12-22 09:49:28 main:574] : INFO : Epoch 1800 | loss: 0.0312137 | val_loss: 0.0312129 | Time: 3634.19 ms
[2020-12-22 09:49:32 main:574] : INFO : Epoch 1801 | loss: 0.031216 | val_loss: 0.0312115 | Time: 3787.6 ms
[2020-12-22 09:49:35 main:574] : INFO : Epoch 1802 | loss: 0.0312156 | val_loss: 0.0312144 | Time: 3359.36 ms
[2020-12-22 09:49:39 main:574] : INFO : Epoch 1803 | loss: 0.0312156 | val_loss: 0.0312166 | Time: 3245.46 ms
[2020-12-22 09:49:42 main:574] : INFO : Epoch 1804 | loss: 0.0312149 | val_loss: 0.0312129 | Time: 3190.43 ms
[2020-12-22 09:49:45 main:574] : INFO : Epoch 1805 | loss: 0.0312138 | val_loss: 0.0312122 | Time: 3337.14 ms
[2020-12-22 09:49:48 main:574] : INFO : Epoch 1806 | loss: 0.0312157 | val_loss: 0.0312153 | Time: 2982.51 ms
[2020-12-22 09:49:51 main:574] : INFO : Epoch 1807 | loss: 0.0312141 | val_loss: 0.0312162 | Time: 3165.94 ms
[2020-12-22 09:53:03 main:574] : INFO : Epoch 1808 | loss: 0.0312118 | val_loss: 0.031211 | Time: 191259 ms
[2020-12-22 09:56:53 main:574] : INFO : Epoch 1809 | loss: 0.0312116 | val_loss: 0.0312102 | Time: 230286 ms
[2020-12-22 10:00:40 main:574] : INFO : Epoch 1810 | loss: 0.0312114 | val_loss: 0.0312108 | Time: 226758 ms
[2020-12-22 10:03:52 main:574] : INFO : Epoch 1811 | loss: 0.0312116 | val_loss: 0.0312104 | Time: 191983 ms
[2020-12-22 10:03:54 main:574] : INFO : Epoch 1812 | loss: 0.0312135 | val_loss: 0.0312155 | Time: 2597.15 ms
[2020-12-22 10:04:01 main:574] : INFO : Epoch 1813 | loss: 0.031216 | val_loss: 0.0312122 | Time: 6220.67 ms
[2020-12-22 10:04:03 main:574] : INFO : Epoch 1814 | loss: 0.0312153 | val_loss: 0.0312128 | Time: 2582.95 ms
[2020-12-22 10:04:06 main:574] : INFO : Epoch 1815 | loss: 0.0312119 | val_loss: 0.0312107 | Time: 2572.98 ms
[2020-12-22 10:04:08 main:574] : INFO : Epoch 1816 | loss: 0.031214 | val_loss: 0.0312111 | Time: 2623.69 ms
[2020-12-22 10:04:11 main:574] : INFO : Epoch 1817 | loss: 0.0312129 | val_loss: 0.0312106 | Time: 2617.09 ms
[2020-12-22 10:04:14 main:574] : INFO : Epoch 1818 | loss: 0.0312111 | val_loss: 0.0312094 | Time: 2682.48 ms
[2020-12-22 10:04:16 main:574] : INFO : Epoch 1819 | loss: 0.0312118 | val_loss: 0.0312155 | Time: 2622.15 ms
[2020-12-22 10:04:19 main:574] : INFO : Epoch 1820 | loss: 0.0312117 | val_loss: 0.03121 | Time: 2703.51 ms
[2020-12-22 10:04:22 main:574] : INFO : Epoch 1821 | loss: 0.0312119 | val_loss: 0.0312112 | Time: 2628.91 ms
[2020-12-22 10:04:24 main:574] : INFO : Epoch 1822 | loss: 0.0312103 | val_loss: 0.0312157 | Time: 2595.74 ms
[2020-12-22 10:04:27 main:574] : INFO : Epoch 1823 | loss: 0.0312125 | val_loss: 0.0312128 | Time: 2526.24 ms
[2020-12-22 10:04:30 main:574] : INFO : Epoch 1824 | loss: 0.031214 | val_loss: 0.0312118 | Time: 2748.91 ms
[2020-12-22 10:04:32 main:574] : INFO : Epoch 1825 | loss: 0.0312113 | val_loss: 0.0312151 | Time: 2581.78 ms
[2020-12-22 10:04:35 main:574] : INFO : Epoch 1826 | loss: 0.0312123 | val_loss: 0.0312096 | Time: 2608.49 ms
[2020-12-22 10:04:38 main:574] : INFO : Epoch 1827 | loss: 0.0312116 | val_loss: 0.0312129 | Time: 2731.57 ms
[2020-12-22 10:04:40 main:574] : INFO : Epoch 1828 | loss: 0.0312132 | val_loss: 0.031212 | Time: 2548.59 ms
[2020-12-22 10:04:43 main:574] : INFO : Epoch 1829 | loss: 0.0312119 | val_loss: 0.0312145 | Time: 2567.01 ms
[2020-12-22 10:04:45 main:574] : INFO : Epoch 1830 | loss: 0.0312111 | val_loss: 0.03121 | Time: 2599.63 ms
[2020-12-22 10:04:48 main:574] : INFO : Epoch 1831 | loss: 0.0312122 | val_loss: 0.0312193 | Time: 2663.38 ms
[2020-12-22 10:04:51 main:574] : INFO : Epoch 1832 | loss: 0.0312126 | val_loss: 0.0312135 | Time: 2558.49 ms
[2020-12-22 10:04:53 main:574] : INFO : Epoch 1833 | loss: 0.031211 | val_loss: 0.0312096 | Time: 2582.18 ms
[2020-12-22 10:04:56 main:574] : INFO : Epoch 1834 | loss: 0.0312132 | val_loss: 0.0312131 | Time: 2581.29 ms
[2020-12-22 10:04:58 main:574] : INFO : Epoch 1835 | loss: 0.0312109 | val_loss: 0.0312102 | Time: 2690.68 ms
[2020-12-22 10:05:01 main:574] : INFO : Epoch 1836 | loss: 0.0312134 | val_loss: 0.0312241 | Time: 2633.42 ms
[2020-12-22 10:05:04 main:574] : INFO : Epoch 1837 | loss: 0.0312191 | val_loss: 0.0312124 | Time: 2593.84 ms
[2020-12-22 10:05:06 main:574] : INFO : Epoch 1838 | loss: 0.0312104 | val_loss: 0.0312121 | Time: 2538.14 ms
[2020-12-22 10:05:09 main:574] : INFO : Epoch 1839 | loss: 0.0312124 | val_loss: 0.0312108 | Time: 2667.38 ms
[2020-12-22 10:05:12 main:574] : INFO : Epoch 1840 | loss: 0.031212 | val_loss: 0.0312139 | Time: 2623.87 ms
[2020-12-22 10:05:14 main:574] : INFO : Epoch 1841 | loss: 0.0312095 | val_loss: 0.0312091 | Time: 2647.56 ms
[2020-12-22 10:05:17 main:574] : INFO : Epoch 1842 | loss: 0.0312089 | val_loss: 0.0312131 | Time: 2598.38 ms
[2020-12-22 10:05:20 main:574] : INFO : Epoch 1843 | loss: 0.0312112 | val_loss: 0.0312228 | Time: 2672.12 ms
[2020-12-22 10:05:22 main:574] : INFO : Epoch 1844 | loss: 0.0312121 | val_loss: 0.0312109 | Time: 2615.14 ms
[2020-12-22 10:05:25 main:574] : INFO : Epoch 1845 | loss: 0.0312103 | val_loss: 0.0312086 | Time: 2573.06 ms
[2020-12-22 10:05:27 main:574] : INFO : Epoch 1846 | loss: 0.0312125 | val_loss: 0.0312095 | Time: 2508.42 ms
[2020-12-22 10:05:30 main:574] : INFO : Epoch 1847 | loss: 0.0312101 | val_loss: 0.0312204 | Time: 2691.91 ms
[2020-12-22 10:05:33 main:574] : INFO : Epoch 1848 | loss: 0.0312114 | val_loss: 0.0312105 | Time: 2549.97 ms
[2020-12-22 10:05:35 main:574] : INFO : Epoch 1849 | loss: 0.031212 | val_loss: 0.0312134 | Time: 2538.84 ms
[2020-12-22 10:05:38 main:574] : INFO : Epoch 1850 | loss: 0.0312099 | val_loss: 0.031209 | Time: 2561.08 ms
[2020-12-22 10:05:40 main:574] : INFO : Epoch 1851 | loss: 0.0312093 | val_loss: 0.0312075 | Time: 2707.79 ms
[2020-12-22 10:05:43 main:574] : INFO : Epoch 1852 | loss: 0.0312118 | val_loss: 0.0312087 | Time: 2553.3 ms
[2020-12-22 10:05:46 main:574] : INFO : Epoch 1853 | loss: 0.0312118 | val_loss: 0.0312138 | Time: 2557.25 ms
[2020-12-22 10:05:48 main:574] : INFO : Epoch 1854 | loss: 0.0312096 | val_loss: 0.0312101 | Time: 2546.43 ms
[2020-12-22 10:05:51 main:574] : INFO : Epoch 1855 | loss: 0.0312089 | val_loss: 0.0312073 | Time: 2639.99 ms
[2020-12-22 10:05:53 main:574] : INFO : Epoch 1856 | loss: 0.0312085 | val_loss: 0.0312113 | Time: 2529.3 ms
[2020-12-22 10:05:56 main:574] : INFO : Epoch 1857 | loss: 0.0312171 | val_loss: 0.0312189 | Time: 2640.12 ms
[2020-12-22 10:05:59 main:574] : INFO : Epoch 1858 | loss: 0.0312177 | val_loss: 0.0312105 | Time: 2691.9 ms
[2020-12-22 10:06:01 main:574] : INFO : Epoch 1859 | loss: 0.0312096 | val_loss: 0.03121 | Time: 2703.38 ms
[2020-12-22 10:06:04 main:574] : INFO : Epoch 1860 | loss: 0.0312108 | val_loss: 0.031208 | Time: 2592.95 ms
[2020-12-22 10:06:07 main:574] : INFO : Epoch 1861 | loss: 0.0312096 | val_loss: 0.0312089 | Time: 2895.17 ms
[2020-12-22 10:06:10 main:574] : INFO : Epoch 1862 | loss: 0.0312092 | val_loss: 0.031214 | Time: 2679.75 ms
[2020-12-22 10:06:12 main:574] : INFO : Epoch 1863 | loss: 0.0312098 | val_loss: 0.0312075 | Time: 2574.62 ms
[2020-12-22 10:06:15 main:574] : INFO : Epoch 1864 | loss: 0.0312091 | val_loss: 0.0312097 | Time: 2574.1 ms
[2020-12-22 10:06:17 main:574] : INFO : Epoch 1865 | loss: 0.0312087 | val_loss: 0.0312104 | Time: 2593.86 ms
[2020-12-22 10:06:20 main:574] : INFO : Epoch 1866 | loss: 0.0312089 | val_loss: 0.0312126 | Time: 2728.78 ms
[2020-12-22 10:06:23 main:574] : INFO : Epoch 1867 | loss: 0.0312094 | val_loss: 0.0312068 | Time: 2629.85 ms
[2020-12-22 10:06:25 main:574] : INFO : Epoch 1868 | loss: 0.0312093 | val_loss: 0.0312078 | Time: 2646.85 ms
[2020-12-22 10:06:28 main:574] : INFO : Epoch 1869 | loss: 0.031209 | val_loss: 0.0312087 | Time: 2615.86 ms
[2020-12-22 10:06:32 main:574] : INFO : Epoch 1870 | loss: 0.0312082 | val_loss: 0.0312069 | Time: 4460.04 ms
[2020-12-22 10:06:35 main:574] : INFO : Epoch 1871 | loss: 0.0312083 | val_loss: 0.0312085 | Time: 2738.23 ms
[2020-12-22 10:06:38 main:574] : INFO : Epoch 1872 | loss: 0.0312137 | val_loss: 0.0312174 | Time: 2625.02 ms
[2020-12-22 10:06:40 main:574] : INFO : Epoch 1873 | loss: 0.0312153 | val_loss: 0.0312099 | Time: 2701.16 ms
[2020-12-22 10:06:43 main:574] : INFO : Epoch 1874 | loss: 0.031209 | val_loss: 0.0312096 | Time: 2613.99 ms
[2020-12-22 10:06:46 main:574] : INFO : Epoch 1875 | loss: 0.0312096 | val_loss: 0.0312074 | Time: 2605.64 ms
[2020-12-22 10:06:48 main:574] : INFO : Epoch 1876 | loss: 0.0312093 | val_loss: 0.031207 | Time: 2604.69 ms
[2020-12-22 10:06:51 main:574] : INFO : Epoch 1877 | loss: 0.0312089 | val_loss: 0.0312108 | Time: 2676.56 ms
[2020-12-22 10:06:54 main:574] : INFO : Epoch 1878 | loss: 0.031211 | val_loss: 0.0312121 | Time: 2570.2 ms
[2020-12-22 10:06:56 main:574] : INFO : Epoch 1879 | loss: 0.0312127 | val_loss: 0.0312108 | Time: 2624.78 ms
[2020-12-22 10:06:59 main:574] : INFO : Epoch 1880 | loss: 0.0312082 | val_loss: 0.0312074 | Time: 2559.77 ms
[2020-12-22 10:07:02 main:574] : INFO : Epoch 1881 | loss: 0.0312081 | val_loss: 0.0312108 | Time: 2769.76 ms
[2020-12-22 10:07:04 main:574] : INFO : Epoch 1882 | loss: 0.0312077 | val_loss: 0.0312065 | Time: 2640.43 ms
[2020-12-22 10:07:07 main:574] : INFO : Epoch 1883 | loss: 0.0312075 | val_loss: 0.0312072 | Time: 2622.91 ms
[2020-12-22 10:07:10 main:574] : INFO : Epoch 1884 | loss: 0.0312081 | val_loss: 0.031208 | Time: 2645.79 ms
[2020-12-22 10:07:12 main:574] : INFO : Epoch 1885 | loss: 0.0312079 | val_loss: 0.0312073 | Time: 2578.68 ms
[2020-12-22 10:07:15 main:574] : INFO : Epoch 1886 | loss: 0.031209 | val_loss: 0.0312171 | Time: 2850.38 ms
[2020-12-22 10:07:18 main:574] : INFO : Epoch 1887 | loss: 0.0312084 | val_loss: 0.0312065 | Time: 2686.68 ms
[2020-12-22 10:07:20 main:574] : INFO : Epoch 1888 | loss: 0.0312067 | val_loss: 0.0312057 | Time: 2720.53 ms
[2020-12-22 10:07:23 main:574] : INFO : Epoch 1889 | loss: 0.031207 | val_loss: 0.031206 | Time: 2582.91 ms
[2020-12-22 10:07:26 main:574] : INFO : Epoch 1890 | loss: 0.0312075 | val_loss: 0.0312067 | Time: 2606.16 ms
[2020-12-22 10:07:28 main:574] : INFO : Epoch 1891 | loss: 0.0312073 | val_loss: 0.0312084 | Time: 2606.03 ms
[2020-12-22 10:07:31 main:574] : INFO : Epoch 1892 | loss: 0.0312076 | val_loss: 0.031214 | Time: 2669.59 ms
[2020-12-22 10:07:33 main:574] : INFO : Epoch 1893 | loss: 0.0312065 | val_loss: 0.0312055 | Time: 2571.99 ms
[2020-12-22 10:07:36 main:574] : INFO : Epoch 1894 | loss: 0.0312082 | val_loss: 0.0312064 | Time: 2613.36 ms
[2020-12-22 10:07:39 main:574] : INFO : Epoch 1895 | loss: 0.0312099 | val_loss: 0.0312123 | Time: 2553.44 ms
[2020-12-22 10:07:41 main:574] : INFO : Epoch 1896 | loss: 0.031209 | val_loss: 0.0312085 | Time: 2674.66 ms
[2020-12-22 10:07:44 main:574] : INFO : Epoch 1897 | loss: 0.0312062 | val_loss: 0.0312101 | Time: 2578.98 ms
[2020-12-22 10:07:47 main:574] : INFO : Epoch 1898 | loss: 0.0312094 | val_loss: 0.0312081 | Time: 2806.41 ms
[2020-12-22 10:07:49 main:574] : INFO : Epoch 1899 | loss: 0.0312195 | val_loss: 0.0312141 | Time: 2549.4 ms
[2020-12-22 10:07:52 main:574] : INFO : Epoch 1900 | loss: 0.0312087 | val_loss: 0.0312081 | Time: 2731.6 ms
[2020-12-22 10:07:55 main:574] : INFO : Epoch 1901 | loss: 0.0312079 | val_loss: 0.0312078 | Time: 2568.93 ms
[2020-12-22 10:07:57 main:574] : INFO : Epoch 1902 | loss: 0.031209 | val_loss: 0.0312061 | Time: 2605.76 ms
[2020-12-22 10:08:00 main:574] : INFO : Epoch 1903 | loss: 0.0312053 | val_loss: 0.0312089 | Time: 2777.64 ms
[2020-12-22 10:08:03 main:574] : INFO : Epoch 1904 | loss: 0.0312055 | val_loss: 0.0312047 | Time: 2588.12 ms
[2020-12-22 10:08:05 main:574] : INFO : Epoch 1905 | loss: 0.0312042 | val_loss: 0.0312058 | Time: 2671.77 ms
[2020-12-22 10:08:08 main:574] : INFO : Epoch 1906 | loss: 0.0312052 | val_loss: 0.0312045 | Time: 2522.49 ms
[2020-12-22 10:08:11 main:574] : INFO : Epoch 1907 | loss: 0.0312047 | val_loss: 0.0312051 | Time: 2665.83 ms
[2020-12-22 10:08:14 main:574] : INFO : Epoch 1908 | loss: 0.0312069 | val_loss: 0.0312124 | Time: 3417.74 ms
[2020-12-22 10:08:17 main:574] : INFO : Epoch 1909 | loss: 0.0312086 | val_loss: 0.0312073 | Time: 2600.54 ms
[2020-12-22 10:08:19 main:574] : INFO : Epoch 1910 | loss: 0.0312071 | val_loss: 0.0312096 | Time: 2567.99 ms
[2020-12-22 10:08:22 main:574] : INFO : Epoch 1911 | loss: 0.0312093 | val_loss: 0.0312124 | Time: 2766.19 ms
[2020-12-22 10:08:24 main:574] : INFO : Epoch 1912 | loss: 0.0312095 | val_loss: 0.0312141 | Time: 2538.03 ms
[2020-12-22 10:08:28 main:574] : INFO : Epoch 1913 | loss: 0.0312079 | val_loss: 0.0312091 | Time: 3229.08 ms
[2020-12-22 10:08:31 main:574] : INFO : Epoch 1914 | loss: 0.0312057 | val_loss: 0.0312055 | Time: 2772.32 ms
[2020-12-22 10:08:33 main:574] : INFO : Epoch 1915 | loss: 0.0312054 | val_loss: 0.0312074 | Time: 2577.39 ms
[2020-12-22 10:08:36 main:574] : INFO : Epoch 1916 | loss: 0.0312064 | val_loss: 0.0312121 | Time: 2601.21 ms
[2020-12-22 10:08:38 main:574] : INFO : Epoch 1917 | loss: 0.0312064 | val_loss: 0.0312085 | Time: 2550.77 ms
[2020-12-22 10:08:41 main:574] : INFO : Epoch 1918 | loss: 0.0312089 | val_loss: 0.0312084 | Time: 2682.9 ms
[2020-12-22 10:08:44 main:574] : INFO : Epoch 1919 | loss: 0.0312119 | val_loss: 0.0312111 | Time: 2545.37 ms
[2020-12-22 10:08:46 main:574] : INFO : Epoch 1920 | loss: 0.0312068 | val_loss: 0.0312081 | Time: 2599.14 ms
[2020-12-22 10:08:50 main:574] : INFO : Epoch 1921 | loss: 0.031207 | val_loss: 0.0312061 | Time: 3498.62 ms
[2020-12-22 10:08:52 main:574] : INFO : Epoch 1922 | loss: 0.0312068 | val_loss: 0.0312057 | Time: 2709.72 ms
[2020-12-22 10:08:55 main:574] : INFO : Epoch 1923 | loss: 0.0312069 | val_loss: 0.031205 | Time: 2632.85 ms
[2020-12-22 10:08:58 main:574] : INFO : Epoch 1924 | loss: 0.0312041 | val_loss: 0.0312045 | Time: 2580.27 ms
[2020-12-22 10:09:00 main:574] : INFO : Epoch 1925 | loss: 0.0312043 | val_loss: 0.0312075 | Time: 2827.2 ms
[2020-12-22 10:09:03 main:574] : INFO : Epoch 1926 | loss: 0.0312052 | val_loss: 0.0312055 | Time: 2894.13 ms
[2020-12-22 10:09:06 main:574] : INFO : Epoch 1927 | loss: 0.0312036 | val_loss: 0.0312084 | Time: 2685.03 ms
[2020-12-22 10:09:09 main:574] : INFO : Epoch 1928 | loss: 0.0312037 | val_loss: 0.0312042 | Time: 2584.56 ms
[2020-12-22 10:09:12 main:574] : INFO : Epoch 1929 | loss: 0.0312086 | val_loss: 0.0312091 | Time: 3474.3 ms
[2020-12-22 10:09:16 main:574] : INFO : Epoch 1930 | loss: 0.0312072 | val_loss: 0.0312048 | Time: 3573.01 ms
[2020-12-22 10:09:19 main:574] : INFO : Epoch 1931 | loss: 0.0312069 | val_loss: 0.0312059 | Time: 3550.77 ms
[2020-12-22 10:09:23 main:574] : INFO : Epoch 1932 | loss: 0.0312051 | val_loss: 0.0312063 | Time: 3764.04 ms
[2020-12-22 10:09:27 main:574] : INFO : Epoch 1933 | loss: 0.0312029 | val_loss: 0.0312037 | Time: 3596.93 ms
[2020-12-22 10:09:30 main:574] : INFO : Epoch 1934 | loss: 0.0312021 | val_loss: 0.0312032 | Time: 3330.95 ms
[2020-12-22 10:09:34 main:574] : INFO : Epoch 1935 | loss: 0.0312044 | val_loss: 0.0312054 | Time: 3443.79 ms
[2020-12-22 10:09:37 main:574] : INFO : Epoch 1936 | loss: 0.0312036 | val_loss: 0.0312033 | Time: 3466.62 ms
[2020-12-22 10:09:41 main:574] : INFO : Epoch 1937 | loss: 0.0312024 | val_loss: 0.0312043 | Time: 3529.78 ms
[2020-12-22 10:09:44 main:574] : INFO : Epoch 1938 | loss: 0.0312054 | val_loss: 0.0312097 | Time: 3829.56 ms
[2020-12-22 10:09:48 main:574] : INFO : Epoch 1939 | loss: 0.0312079 | val_loss: 0.0312044 | Time: 3438.6 ms
[2020-12-22 10:09:52 main:574] : INFO : Epoch 1940 | loss: 0.0312052 | val_loss: 0.0312164 | Time: 3733.58 ms
[2020-12-22 10:09:55 main:574] : INFO : Epoch 1941 | loss: 0.0312067 | val_loss: 0.0312093 | Time: 3569.81 ms
[2020-12-22 10:09:59 main:574] : INFO : Epoch 1942 | loss: 0.0312086 | val_loss: 0.031206 | Time: 3504.52 ms
[2020-12-22 10:10:03 main:574] : INFO : Epoch 1943 | loss: 0.0312047 | val_loss: 0.0312038 | Time: 3858.34 ms
[2020-12-22 10:10:06 main:574] : INFO : Epoch 1944 | loss: 0.0312031 | val_loss: 0.0312041 | Time: 3593.36 ms
[2020-12-22 10:10:09 main:574] : INFO : Epoch 1945 | loss: 0.031205 | val_loss: 0.0312075 | Time: 3341.18 ms
[2020-12-22 10:10:13 main:574] : INFO : Epoch 1946 | loss: 0.0312041 | val_loss: 0.0312062 | Time: 3870.12 ms
[2020-12-22 10:10:17 main:574] : INFO : Epoch 1947 | loss: 0.031202 | val_loss: 0.0312035 | Time: 3304.61 ms
[2020-12-22 10:10:20 main:574] : INFO : Epoch 1948 | loss: 0.0312051 | val_loss: 0.0312036 | Time: 3418.91 ms
[2020-12-22 10:10:24 main:574] : INFO : Epoch 1949 | loss: 0.0312016 | val_loss: 0.0312061 | Time: 3629.01 ms
[2020-12-22 10:10:27 main:574] : INFO : Epoch 1950 | loss: 0.0312021 | val_loss: 0.0312023 | Time: 3343.15 ms
[2020-12-22 10:10:31 main:574] : INFO : Epoch 1951 | loss: 0.0312048 | val_loss: 0.0312073 | Time: 3525.84 ms
[2020-12-22 10:10:34 main:574] : INFO : Epoch 1952 | loss: 0.031203 | val_loss: 0.0312058 | Time: 3607.54 ms
[2020-12-22 10:10:38 main:574] : INFO : Epoch 1953 | loss: 0.031202 | val_loss: 0.0312038 | Time: 3484.22 ms
[2020-12-22 10:10:41 main:574] : INFO : Epoch 1954 | loss: 0.0312016 | val_loss: 0.0312073 | Time: 3613.44 ms
[2020-12-22 10:10:45 main:574] : INFO : Epoch 1955 | loss: 0.0312018 | val_loss: 0.0312031 | Time: 3292.99 ms
[2020-12-22 10:10:48 main:574] : INFO : Epoch 1956 | loss: 0.0312038 | val_loss: 0.0312032 | Time: 3564.91 ms
[2020-12-22 10:10:52 main:574] : INFO : Epoch 1957 | loss: 0.0312021 | val_loss: 0.0312036 | Time: 3518.11 ms
[2020-12-22 10:10:55 main:574] : INFO : Epoch 1958 | loss: 0.0312014 | val_loss: 0.0312036 | Time: 3465 ms
[2020-12-22 10:10:59 main:574] : INFO : Epoch 1959 | loss: 0.0312019 | val_loss: 0.0312034 | Time: 3268.73 ms
[2020-12-22 10:11:03 main:574] : INFO : Epoch 1960 | loss: 0.0312039 | val_loss: 0.0312032 | Time: 4211.29 ms
[2020-12-22 10:11:06 main:574] : INFO : Epoch 1961 | loss: 0.0312038 | val_loss: 0.0312035 | Time: 3474.42 ms
[2020-12-22 10:11:10 main:574] : INFO : Epoch 1962 | loss: 0.031203 | val_loss: 0.0312032 | Time: 3577.67 ms
[2020-12-22 10:11:14 main:574] : INFO : Epoch 1963 | loss: 0.0312009 | val_loss: 0.0312022 | Time: 3680.83 ms
[2020-12-22 10:11:17 main:574] : INFO : Epoch 1964 | loss: 0.0312023 | val_loss: 0.0312104 | Time: 3671.15 ms
[2020-12-22 10:11:21 main:574] : INFO : Epoch 1965 | loss: 0.0312018 | val_loss: 0.0312054 | Time: 3533.92 ms
[2020-12-22 10:11:24 main:574] : INFO : Epoch 1966 | loss: 0.0312035 | val_loss: 0.0312016 | Time: 3511.91 ms
[2020-12-22 10:11:28 main:574] : INFO : Epoch 1967 | loss: 0.0312018 | val_loss: 0.0312025 | Time: 3327.75 ms
[2020-12-22 10:11:31 main:574] : INFO : Epoch 1968 | loss: 0.0312018 | val_loss: 0.0312025 | Time: 3569.96 ms
[2020-12-22 10:11:35 main:574] : INFO : Epoch 1969 | loss: 0.0312002 | val_loss: 0.031201 | Time: 3623.2 ms
[2020-12-22 10:11:39 main:574] : INFO : Epoch 1970 | loss: 0.0312065 | val_loss: 0.0312062 | Time: 3658.69 ms
[2020-12-22 10:11:42 main:574] : INFO : Epoch 1971 | loss: 0.0312027 | val_loss: 0.0312029 | Time: 3619.12 ms
[2020-12-22 10:11:46 main:574] : INFO : Epoch 1972 | loss: 0.0311996 | val_loss: 0.0312021 | Time: 3328.8 ms
[2020-12-22 10:11:49 main:574] : INFO : Epoch 1973 | loss: 0.0312045 | val_loss: 0.031203 | Time: 3313.91 ms
[2020-12-22 10:11:53 main:574] : INFO : Epoch 1974 | loss: 0.0312005 | val_loss: 0.031206 | Time: 3693.87 ms
[2020-12-22 10:11:56 main:574] : INFO : Epoch 1975 | loss: 0.0312023 | val_loss: 0.031204 | Time: 3592.59 ms
[2020-12-22 10:12:00 main:574] : INFO : Epoch 1976 | loss: 0.0312014 | val_loss: 0.0312085 | Time: 3657.06 ms
[2020-12-22 10:12:03 main:574] : INFO : Epoch 1977 | loss: 0.0312018 | val_loss: 0.0312041 | Time: 3521.54 ms
[2020-12-22 10:12:07 main:574] : INFO : Epoch 1978 | loss: 0.0312003 | val_loss: 0.0312119 | Time: 3448.99 ms
[2020-12-22 10:12:10 main:574] : INFO : Epoch 1979 | loss: 0.0312051 | val_loss: 0.031206 | Time: 3509.48 ms
[2020-12-22 10:12:14 main:574] : INFO : Epoch 1980 | loss: 0.0312011 | val_loss: 0.0312019 | Time: 3692.69 ms
[2020-12-22 10:12:18 main:574] : INFO : Epoch 1981 | loss: 0.0312012 | val_loss: 0.0312059 | Time: 3445.82 ms
[2020-12-22 10:12:21 main:574] : INFO : Epoch 1982 | loss: 0.0312009 | val_loss: 0.031204 | Time: 3786.93 ms
[2020-12-22 10:12:25 main:574] : INFO : Epoch 1983 | loss: 0.0312013 | val_loss: 0.0312105 | Time: 3611.1 ms
[2020-12-22 10:12:28 main:574] : INFO : Epoch 1984 | loss: 0.0312051 | val_loss: 0.0312072 | Time: 3337.2 ms
[2020-12-22 10:12:32 main:574] : INFO : Epoch 1985 | loss: 0.0312006 | val_loss: 0.0312013 | Time: 3465.63 ms
[2020-12-22 10:12:35 main:574] : INFO : Epoch 1986 | loss: 0.0312 | val_loss: 0.0312039 | Time: 3680.92 ms
[2020-12-22 10:12:39 main:574] : INFO : Epoch 1987 | loss: 0.0312001 | val_loss: 0.0312051 | Time: 3221.86 ms
[2020-12-22 10:12:42 main:574] : INFO : Epoch 1988 | loss: 0.0312051 | val_loss: 0.0312064 | Time: 3670.28 ms
[2020-12-22 10:12:46 main:574] : INFO : Epoch 1989 | loss: 0.0312026 | val_loss: 0.0312013 | Time: 3777.03 ms
[2020-12-22 10:12:50 main:574] : INFO : Epoch 1990 | loss: 0.0312002 | val_loss: 0.0312017 | Time: 3351.65 ms
[2020-12-22 10:12:53 main:574] : INFO : Epoch 1991 | loss: 0.0311989 | val_loss: 0.0312017 | Time: 3566.59 ms
[2020-12-22 10:12:57 main:574] : INFO : Epoch 1992 | loss: 0.0311985 | val_loss: 0.0312006 | Time: 3439.65 ms
[2020-12-22 10:13:00 main:574] : INFO : Epoch 1993 | loss: 0.0311996 | val_loss: 0.0312071 | Time: 3527.37 ms
[2020-12-22 10:13:04 main:574] : INFO : Epoch 1994 | loss: 0.0312042 | val_loss: 0.0312023 | Time: 3846.52 ms
[2020-12-22 10:13:07 main:574] : INFO : Epoch 1995 | loss: 0.0312028 | val_loss: 0.0312003 | Time: 3234.31 ms
[2020-12-22 10:13:11 main:574] : INFO : Epoch 1996 | loss: 0.0311998 | val_loss: 0.0312016 | Time: 3373.77 ms
[2020-12-22 10:13:15 main:574] : INFO : Epoch 1997 | loss: 0.0312005 | val_loss: 0.0312004 | Time: 3824.66 ms
[2020-12-22 10:13:18 main:574] : INFO : Epoch 1998 | loss: 0.0312016 | val_loss: 0.0312087 | Time: 3484.39 ms
[2020-12-22 10:13:22 main:574] : INFO : Epoch 1999 | loss: 0.0312028 | val_loss: 0.0312067 | Time: 3446.61 ms
[2020-12-22 10:13:25 main:574] : INFO : Epoch 2000 | loss: 0.0311998 | val_loss: 0.0312009 | Time: 3401.07 ms
[2020-12-22 10:13:28 main:574] : INFO : Epoch 2001 | loss: 0.0311984 | val_loss: 0.0312003 | Time: 3474.31 ms
[2020-12-22 10:13:32 main:574] : INFO : Epoch 2002 | loss: 0.0311989 | val_loss: 0.0312 | Time: 3439.56 ms
[2020-12-22 10:13:36 main:574] : INFO : Epoch 2003 | loss: 0.0311992 | val_loss: 0.0312008 | Time: 3613.25 ms
[2020-12-22 10:13:39 main:574] : INFO : Epoch 2004 | loss: 0.0311984 | val_loss: 0.0312002 | Time: 3373.99 ms
[2020-12-22 10:13:43 main:574] : INFO : Epoch 2005 | loss: 0.0311987 | val_loss: 0.0312044 | Time: 3554.01 ms
[2020-12-22 10:13:46 main:574] : INFO : Epoch 2006 | loss: 0.0312005 | val_loss: 0.0312015 | Time: 3336.85 ms
[2020-12-22 10:13:49 main:574] : INFO : Epoch 2007 | loss: 0.0311971 | val_loss: 0.0311991 | Time: 3456.04 ms
[2020-12-22 10:13:53 main:574] : INFO : Epoch 2008 | loss: 0.0312008 | val_loss: 0.031202 | Time: 3560.45 ms
[2020-12-22 10:13:57 main:574] : INFO : Epoch 2009 | loss: 0.0311978 | val_loss: 0.0312003 | Time: 3547.71 ms
[2020-12-22 10:14:00 main:574] : INFO : Epoch 2010 | loss: 0.0311969 | val_loss: 0.0311994 | Time: 3673.52 ms
[2020-12-22 10:14:04 main:574] : INFO : Epoch 2011 | loss: 0.0311993 | val_loss: 0.0312118 | Time: 3596.1 ms
[2020-12-22 10:14:07 main:574] : INFO : Epoch 2012 | loss: 0.0312022 | val_loss: 0.0312009 | Time: 3482.89 ms
[2020-12-22 10:14:11 main:574] : INFO : Epoch 2013 | loss: 0.0312008 | val_loss: 0.0312027 | Time: 3504.36 ms
[2020-12-22 10:14:14 main:574] : INFO : Epoch 2014 | loss: 0.0312056 | val_loss: 0.0312079 | Time: 3436.53 ms
[2020-12-22 10:14:18 main:574] : INFO : Epoch 2015 | loss: 0.031198 | val_loss: 0.0312001 | Time: 3298.17 ms
[2020-12-22 10:14:21 main:574] : INFO : Epoch 2016 | loss: 0.0311969 | val_loss: 0.0312048 | Time: 3404.01 ms
[2020-12-22 10:14:25 main:574] : INFO : Epoch 2017 | loss: 0.0311998 | val_loss: 0.0312011 | Time: 3683.1 ms
[2020-12-22 10:14:28 main:574] : INFO : Epoch 2018 | loss: 0.0311973 | val_loss: 0.0311991 | Time: 3418.06 ms
[2020-12-22 10:14:31 main:574] : INFO : Epoch 2019 | loss: 0.0311996 | val_loss: 0.0312008 | Time: 3239.13 ms
[2020-12-22 10:14:35 main:574] : INFO : Epoch 2020 | loss: 0.0311972 | val_loss: 0.0312006 | Time: 3665.96 ms
[2020-12-22 10:14:39 main:574] : INFO : Epoch 2021 | loss: 0.0311974 | val_loss: 0.0311992 | Time: 3447.82 ms
[2020-12-22 10:14:42 main:574] : INFO : Epoch 2022 | loss: 0.0312014 | val_loss: 0.0312012 | Time: 3475.11 ms
[2020-12-22 10:14:46 main:574] : INFO : Epoch 2023 | loss: 0.0311992 | val_loss: 0.0312034 | Time: 3914.12 ms
[2020-12-22 10:14:50 main:574] : INFO : Epoch 2024 | loss: 0.0311979 | val_loss: 0.0312006 | Time: 4391.85 ms
[2020-12-22 10:14:54 main:574] : INFO : Epoch 2025 | loss: 0.0311971 | val_loss: 0.0311999 | Time: 3480.26 ms
[2020-12-22 10:14:57 main:574] : INFO : Epoch 2026 | loss: 0.0311959 | val_loss: 0.0311997 | Time: 3396.74 ms
[2020-12-22 10:15:01 main:574] : INFO : Epoch 2027 | loss: 0.0311975 | val_loss: 0.0312012 | Time: 3505.33 ms
[2020-12-22 10:15:04 main:574] : INFO : Epoch 2028 | loss: 0.0311978 | val_loss: 0.0312031 | Time: 3452.17 ms
[2020-12-22 10:15:08 main:574] : INFO : Epoch 2029 | loss: 0.0311962 | val_loss: 0.0312042 | Time: 3344.8 ms
[2020-12-22 10:15:11 main:574] : INFO : Epoch 2030 | loss: 0.0311994 | val_loss: 0.0312009 | Time: 3626.42 ms
[2020-12-22 10:15:15 main:574] : INFO : Epoch 2031 | loss: 0.0311957 | val_loss: 0.0311998 | Time: 3468.93 ms
[2020-12-22 10:15:18 main:574] : INFO : Epoch 2032 | loss: 0.0311961 | val_loss: 0.0311987 | Time: 3440.37 ms
[2020-12-22 10:15:22 main:574] : INFO : Epoch 2033 | loss: 0.031195 | val_loss: 0.0311989 | Time: 3542.24 ms
[2020-12-22 10:15:25 main:574] : INFO : Epoch 2034 | loss: 0.0311957 | val_loss: 0.031201 | Time: 3537.86 ms
[2020-12-22 10:15:29 main:574] : INFO : Epoch 2035 | loss: 0.0311976 | val_loss: 0.031201 | Time: 3422.81 ms
[2020-12-22 10:15:32 main:574] : INFO : Epoch 2036 | loss: 0.0311966 | val_loss: 0.0311992 | Time: 3653.86 ms
[2020-12-22 10:15:36 main:574] : INFO : Epoch 2037 | loss: 0.0311963 | val_loss: 0.0311999 | Time: 3524.16 ms
[2020-12-22 10:15:39 main:574] : INFO : Epoch 2038 | loss: 0.0311994 | val_loss: 0.0312095 | Time: 3360.88 ms
[2020-12-22 10:15:43 main:574] : INFO : Epoch 2039 | loss: 0.0311987 | val_loss: 0.0312111 | Time: 3553.94 ms
[2020-12-22 10:15:47 main:574] : INFO : Epoch 2040 | loss: 0.0311988 | val_loss: 0.0311995 | Time: 3726.85 ms
[2020-12-22 10:15:50 main:574] : INFO : Epoch 2041 | loss: 0.031198 | val_loss: 0.0312134 | Time: 3454.2 ms
[2020-12-22 10:15:54 main:574] : INFO : Epoch 2042 | loss: 0.0312022 | val_loss: 0.0312027 | Time: 3593.17 ms
[2020-12-22 10:15:57 main:574] : INFO : Epoch 2043 | loss: 0.0311993 | val_loss: 0.0312071 | Time: 3668.59 ms
[2020-12-22 10:16:01 main:574] : INFO : Epoch 2044 | loss: 0.0311973 | val_loss: 0.0311992 | Time: 3416.04 ms
[2020-12-22 10:16:04 main:574] : INFO : Epoch 2045 | loss: 0.0311949 | val_loss: 0.0311995 | Time: 3481.64 ms
[2020-12-22 10:16:08 main:574] : INFO : Epoch 2046 | loss: 0.0311975 | val_loss: 0.0312013 | Time: 3610.92 ms
[2020-12-22 10:16:12 main:574] : INFO : Epoch 2047 | loss: 0.0311961 | val_loss: 0.0312 | Time: 3644.05 ms
[2020-12-22 10:16:15 main:574] : INFO : Epoch 2048 | loss: 0.0311956 | val_loss: 0.0311983 | Time: 3664.37 ms
[2020-12-22 10:16:15 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311983
[2020-12-22 10:16:15 main:603] : INFO : Saving end state to config to file
[2020-12-22 10:16:15 main:608] : INFO : Success, exiting..
10:16:15 (21220): 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)