Task 12814887
| Name | ParityModified-1645996922-31544-3-0_0 |
| Workunit | 9960600 |
| Created | 9 Mar 2022, 7:18:50 UTC |
| Sent | 10 Mar 2022, 3:30:15 UTC |
| Report deadline | 18 Mar 2022, 3:30:15 UTC |
| Received | 16 Mar 2022, 23:25:25 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 10690 |
| Run time | 1 hours 40 min 25 sec |
| CPU time | 1 hours 39 min 5 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 5,114.64 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.31 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> INFO : Epoch 1542 | loss: 0.031238 | val_loss: 0.0312339 | Time: 2889.15 ms [2022-03-17 01:00:49 main:574] : INFO : Epoch 1543 | loss: 0.0312376 | val_loss: 0.0312332 | Time: 2892.45 ms [2022-03-17 01:00:52 main:574] : INFO : Epoch 1544 | loss: 0.0312366 | val_loss: 0.0312315 | Time: 2890.28 ms [2022-03-17 01:00:55 main:574] : INFO : Epoch 1545 | loss: 0.0312371 | val_loss: 0.0312351 | Time: 2867.84 ms [2022-03-17 01:00:57 main:574] : INFO : Epoch 1546 | loss: 0.0312374 | val_loss: 0.0312349 | Time: 2899.44 ms [2022-03-17 01:01:00 main:574] : INFO : Epoch 1547 | loss: 0.0312372 | val_loss: 0.0312338 | Time: 2867.49 ms [2022-03-17 01:01:03 main:574] : INFO : Epoch 1548 | loss: 0.0312351 | val_loss: 0.0312341 | Time: 2863.58 ms [2022-03-17 01:01:06 main:574] : INFO : Epoch 1549 | loss: 0.0312346 | val_loss: 0.0312327 | Time: 2877.43 ms [2022-03-17 01:01:09 main:574] : INFO : Epoch 1550 | loss: 0.0312351 | val_loss: 0.0312328 | Time: 2856.16 ms [2022-03-17 01:01:12 main:574] : INFO : Epoch 1551 | loss: 0.0312353 | val_loss: 0.031234 | Time: 2864.49 ms [2022-03-17 01:01:15 main:574] : INFO : Epoch 1552 | loss: 0.0312363 | val_loss: 0.0312332 | Time: 2920.36 ms [2022-03-17 01:01:18 main:574] : INFO : Epoch 1553 | loss: 0.0312347 | val_loss: 0.0312315 | Time: 2861.42 ms [2022-03-17 01:01:20 main:574] : INFO : Epoch 1554 | loss: 0.0312344 | val_loss: 0.0312302 | Time: 2891.87 ms [2022-03-17 01:01:23 main:574] : INFO : Epoch 1555 | loss: 0.031234 | val_loss: 0.0312303 | Time: 2893.17 ms [2022-03-17 01:01:26 main:574] : INFO : Epoch 1556 | loss: 0.0312348 | val_loss: 0.0312363 | Time: 2854.02 ms [2022-03-17 01:01:29 main:574] : INFO : Epoch 1557 | loss: 0.0312359 | val_loss: 0.0312334 | Time: 2932.16 ms [2022-03-17 01:01:32 main:574] : INFO : Epoch 1558 | loss: 0.0312341 | val_loss: 0.031231 | Time: 2842.5 ms [2022-03-17 01:01:35 main:574] : INFO : Epoch 1559 | loss: 0.0312343 | val_loss: 0.0312313 | Time: 2912.57 ms [2022-03-17 01:01:38 main:574] : INFO : Epoch 1560 | loss: 0.0312344 | val_loss: 0.031232 | Time: 2938.97 ms [2022-03-17 01:01:41 main:574] : INFO : Epoch 1561 | loss: 0.0312338 | val_loss: 0.0312314 | Time: 2862.46 ms [2022-03-17 01:01:44 main:574] : INFO : Epoch 1562 | loss: 0.0312346 | val_loss: 0.0312312 | Time: 2879.97 ms [2022-03-17 01:01:47 main:574] : INFO : Epoch 1563 | loss: 0.0312344 | val_loss: 0.0312302 | Time: 2948.68 ms [2022-03-17 01:01:49 main:574] : INFO : Epoch 1564 | loss: 0.0312324 | val_loss: 0.0312298 | Time: 2877.46 ms [2022-03-17 01:01:52 main:574] : INFO : Epoch 1565 | loss: 0.031232 | val_loss: 0.0312305 | Time: 2886.84 ms [2022-03-17 01:01:55 main:574] : INFO : Epoch 1566 | loss: 0.0312329 | val_loss: 0.031233 | Time: 2872.52 ms [2022-03-17 01:01:58 main:574] : INFO : Epoch 1567 | loss: 0.0312323 | val_loss: 0.031232 | Time: 2854.73 ms [2022-03-17 01:02:01 main:574] : INFO : Epoch 1568 | loss: 0.0312321 | val_loss: 0.0312307 | Time: 2890.32 ms [2022-03-17 01:02:04 main:574] : INFO : Epoch 1569 | loss: 0.0312314 | val_loss: 0.0312303 | Time: 2883.85 ms [2022-03-17 01:02:07 main:574] : INFO : Epoch 1570 | loss: 0.0312343 | val_loss: 0.0312332 | Time: 2892.07 ms [2022-03-17 01:02:10 main:574] : INFO : Epoch 1571 | loss: 0.0312341 | val_loss: 0.0312316 | Time: 2953.52 ms [2022-03-17 01:02:13 main:574] : INFO : Epoch 1572 | loss: 0.0312316 | val_loss: 0.0312286 | Time: 2879.05 ms [2022-03-17 01:02:16 main:574] : INFO : Epoch 1573 | loss: 0.0312316 | val_loss: 0.0312319 | Time: 2942.92 ms [2022-03-17 01:02:18 main:574] : INFO : Epoch 1574 | loss: 0.0312316 | val_loss: 0.0312296 | Time: 2891.03 ms [2022-03-17 01:02:21 main:574] : INFO : Epoch 1575 | loss: 0.0312304 | val_loss: 0.0312282 | Time: 2895.63 ms [2022-03-17 01:02:24 main:574] : INFO : Epoch 1576 | loss: 0.0312298 | val_loss: 0.0312277 | Time: 2928.89 ms [2022-03-17 01:02:27 main:574] : INFO : Epoch 1577 | loss: 0.0312301 | val_loss: 0.0312301 | Time: 2883.23 ms [2022-03-17 01:02:30 main:574] : INFO : Epoch 1578 | loss: 0.0312301 | val_loss: 0.0312274 | Time: 2903.94 ms [2022-03-17 01:02:33 main:574] : INFO : Epoch 1579 | loss: 0.0312293 | val_loss: 0.0312269 | Time: 2865.28 ms [2022-03-17 01:02:36 main:574] : INFO : Epoch 1580 | loss: 0.0312297 | val_loss: 0.0312284 | Time: 2911.71 ms [2022-03-17 01:02:39 main:574] : INFO : Epoch 1581 | loss: 0.0312287 | val_loss: 0.0312277 | Time: 2901.44 ms [2022-03-17 01:02:42 main:574] : INFO : Epoch 1582 | loss: 0.0312287 | val_loss: 0.0312271 | Time: 2938 ms [2022-03-17 01:02:45 main:574] : INFO : Epoch 1583 | loss: 0.0312287 | val_loss: 0.0312293 | Time: 2857.48 ms [2022-03-17 01:02:47 main:574] : INFO : Epoch 1584 | loss: 0.0312294 | val_loss: 0.0312286 | Time: 2861.71 ms [2022-03-17 01:02:50 main:574] : INFO : Epoch 1585 | loss: 0.0312281 | val_loss: 0.0312276 | Time: 2839.24 ms [2022-03-17 01:02:53 main:574] : INFO : Epoch 1586 | loss: 0.0312305 | val_loss: 0.0312269 | Time: 2859.27 ms [2022-03-17 01:02:56 main:574] : INFO : Epoch 1587 | loss: 0.031229 | val_loss: 0.0312276 | Time: 2867.52 ms [2022-03-17 01:02:59 main:574] : INFO : Epoch 1588 | loss: 0.0312304 | val_loss: 0.0312282 | Time: 2959.24 ms [2022-03-17 01:03:02 main:574] : INFO : Epoch 1589 | loss: 0.0312287 | val_loss: 0.0312253 | Time: 2947.36 ms [2022-03-17 01:03:05 main:574] : INFO : Epoch 1590 | loss: 0.0312285 | val_loss: 0.0312286 | Time: 2883.76 ms [2022-03-17 01:03:08 main:574] : INFO : Epoch 1591 | loss: 0.031229 | val_loss: 0.0312311 | Time: 2855.25 ms [2022-03-17 01:03:11 main:574] : INFO : Epoch 1592 | loss: 0.0312298 | val_loss: 0.0312287 | Time: 2881.32 ms [2022-03-17 01:03:13 main:574] : INFO : Epoch 1593 | loss: 0.0312292 | val_loss: 0.0312279 | Time: 2851.61 ms [2022-03-17 01:03:16 main:574] : INFO : Epoch 1594 | loss: 0.0312302 | val_loss: 0.0312279 | Time: 2925.51 ms [2022-03-17 01:03:19 main:574] : INFO : Epoch 1595 | loss: 0.0312295 | val_loss: 0.0312267 | Time: 2901.1 ms [2022-03-17 01:03:22 main:574] : INFO : Epoch 1596 | loss: 0.0312294 | val_loss: 0.0312309 | Time: 2961.41 ms [2022-03-17 01:03:25 main:574] : INFO : Epoch 1597 | loss: 0.0312282 | val_loss: 0.0312276 | Time: 2905.84 ms [2022-03-17 01:03:28 main:574] : INFO : Epoch 1598 | loss: 0.0312289 | val_loss: 0.0312274 | Time: 2925.96 ms [2022-03-17 01:03:31 main:574] : INFO : Epoch 1599 | loss: 0.0312272 | val_loss: 0.0312264 | Time: 2878.3 ms [2022-03-17 01:03:34 main:574] : INFO : Epoch 1600 | loss: 0.0312273 | val_loss: 0.0312262 | Time: 2923.42 ms [2022-03-17 01:03:37 main:574] : INFO : Epoch 1601 | loss: 0.0312277 | val_loss: 0.0312262 | Time: 2808.39 ms [2022-03-17 01:03:40 main:574] : INFO : Epoch 1602 | loss: 0.0312286 | val_loss: 0.031226 | Time: 2860.51 ms [2022-03-17 01:03:42 main:574] : INFO : Epoch 1603 | loss: 0.0312271 | val_loss: 0.0312268 | Time: 2850.38 ms [2022-03-17 01:03:45 main:574] : INFO : Epoch 1604 | loss: 0.0312295 | val_loss: 0.0312277 | Time: 2976.81 ms [2022-03-17 01:03:48 main:574] : INFO : Epoch 1605 | loss: 0.0312272 | val_loss: 0.031225 | Time: 2844.87 ms [2022-03-17 01:03:51 main:574] : INFO : Epoch 1606 | loss: 0.0312262 | val_loss: 0.0312252 | Time: 2960.78 ms [2022-03-17 01:03:54 main:574] : INFO : Epoch 1607 | loss: 0.0312264 | val_loss: 0.0312257 | Time: 2885.26 ms [2022-03-17 01:03:57 main:574] : INFO : Epoch 1608 | loss: 0.0312274 | val_loss: 0.0312248 | Time: 2868.55 ms [2022-03-17 01:04:00 main:574] : INFO : Epoch 1609 | loss: 0.0312284 | val_loss: 0.0312264 | Time: 2925.74 ms [2022-03-17 01:04:03 main:574] : INFO : Epoch 1610 | loss: 0.0312287 | val_loss: 0.0312242 | Time: 2953.21 ms [2022-03-17 01:04:06 main:574] : INFO : Epoch 1611 | loss: 0.0312272 | val_loss: 0.0312261 | Time: 2832.01 ms [2022-03-17 01:04:09 main:574] : INFO : Epoch 1612 | loss: 0.0312287 | val_loss: 0.0312288 | Time: 2945.3 ms [2022-03-17 01:04:11 main:574] : INFO : Epoch 1613 | loss: 0.0312293 | val_loss: 0.031227 | Time: 2846.78 ms [2022-03-17 01:04:14 main:574] : INFO : Epoch 1614 | loss: 0.0312282 | val_loss: 0.0312265 | Time: 2961.27 ms [2022-03-17 01:04:17 main:574] : INFO : Epoch 1615 | loss: 0.0312277 | val_loss: 0.0312269 | Time: 2923.74 ms [2022-03-17 01:04:20 main:574] : INFO : Epoch 1616 | loss: 0.0312261 | val_loss: 0.0312265 | Time: 2896.94 ms [2022-03-17 01:04:23 main:574] : INFO : Epoch 1617 | loss: 0.0312261 | val_loss: 0.0312249 | Time: 2879.78 ms [2022-03-17 01:04:26 main:574] : INFO : Epoch 1618 | loss: 0.0312279 | val_loss: 0.0312254 | Time: 2954.2 ms [2022-03-17 01:04:29 main:574] : INFO : Epoch 1619 | loss: 0.0312285 | val_loss: 0.0312259 | Time: 2878.72 ms [2022-03-17 01:04:32 main:574] : INFO : Epoch 1620 | loss: 0.0312275 | val_loss: 0.0312292 | Time: 2932.88 ms [2022-03-17 01:04:35 main:574] : INFO : Epoch 1621 | loss: 0.0312272 | val_loss: 0.0312272 | Time: 2838.21 ms [2022-03-17 01:04:38 main:574] : INFO : Epoch 1622 | loss: 0.0312259 | val_loss: 0.0312256 | Time: 2918.19 ms [2022-03-17 01:04:41 main:574] : INFO : Epoch 1623 | loss: 0.0312265 | val_loss: 0.0312259 | Time: 2872.76 ms [2022-03-17 01:04:43 main:574] : INFO : Epoch 1624 | loss: 0.0312256 | val_loss: 0.0312242 | Time: 2919.95 ms [2022-03-17 01:04:46 main:574] : INFO : Epoch 1625 | loss: 0.0312261 | val_loss: 0.0312276 | Time: 2844.62 ms [2022-03-17 01:04:49 main:574] : INFO : Epoch 1626 | loss: 0.0312286 | val_loss: 0.0312259 | Time: 3013.55 ms [2022-03-17 01:04:52 main:574] : INFO : Epoch 1627 | loss: 0.0312285 | val_loss: 0.0312252 | Time: 2925.35 ms [2022-03-17 01:04:55 main:574] : INFO : Epoch 1628 | loss: 0.0312269 | val_loss: 0.0312246 | Time: 2848 ms [2022-03-17 01:04:58 main:574] : INFO : Epoch 1629 | loss: 0.0312262 | val_loss: 0.0312238 | Time: 2906.71 ms [2022-03-17 01:05:01 main:574] : INFO : Epoch 1630 | loss: 0.0312285 | val_loss: 0.0312262 | Time: 2889.45 ms [2022-03-17 01:05:04 main:574] : INFO : Epoch 1631 | loss: 0.031228 | val_loss: 0.0312255 | Time: 2901.97 ms [2022-03-17 01:05:07 main:574] : INFO : Epoch 1632 | loss: 0.0312272 | val_loss: 0.0312237 | Time: 2901.1 ms [2022-03-17 01:05:10 main:574] : INFO : Epoch 1633 | loss: 0.0312258 | val_loss: 0.0312277 | Time: 2850.4 ms [2022-03-17 01:05:12 main:574] : INFO : Epoch 1634 | loss: 0.0312302 | val_loss: 0.0312239 | Time: 2870.95 ms [2022-03-17 01:05:15 main:574] : INFO : Epoch 1635 | loss: 0.0312252 | val_loss: 0.0312211 | Time: 2879.88 ms [2022-03-17 01:05:18 main:574] : INFO : Epoch 1636 | loss: 0.0312277 | val_loss: 0.0312249 | Time: 3010.81 ms [2022-03-17 01:05:21 main:574] : INFO : Epoch 1637 | loss: 0.0312287 | val_loss: 0.0312243 | Time: 2857.53 ms [2022-03-17 01:05:24 main:574] : INFO : Epoch 1638 | loss: 0.0312282 | val_loss: 0.0312222 | Time: 2830.27 ms [2022-03-17 01:05:27 main:574] : INFO : Epoch 1639 | loss: 0.0312289 | val_loss: 0.0312294 | Time: 2995.73 ms [2022-03-17 01:05:30 main:574] : INFO : Epoch 1640 | loss: 0.031229 | val_loss: 0.0312247 | Time: 2856.22 ms [2022-03-17 01:05:33 main:574] : INFO : Epoch 1641 | loss: 0.0312263 | val_loss: 0.0312227 | Time: 2976.39 ms [2022-03-17 01:05:36 main:574] : INFO : Epoch 1642 | loss: 0.0312269 | val_loss: 0.0312236 | Time: 2955.31 ms [2022-03-17 01:05:39 main:574] : INFO : Epoch 1643 | loss: 0.0312264 | val_loss: 0.031224 | Time: 2918.09 ms [2022-03-17 01:05:42 main:574] : INFO : Epoch 1644 | loss: 0.0312249 | val_loss: 0.0312219 | Time: 2866.64 ms [2022-03-17 01:05:45 main:574] : INFO : Epoch 1645 | loss: 0.0312264 | val_loss: 0.0312299 | Time: 2915.37 ms [2022-03-17 01:05:47 main:574] : INFO : Epoch 1646 | loss: 0.0312257 | val_loss: 0.0312218 | Time: 2879.03 ms [2022-03-17 01:05:50 main:574] : INFO : Epoch 1647 | loss: 0.0312266 | val_loss: 0.0312272 | Time: 2874.84 ms [2022-03-17 01:05:53 main:574] : INFO : Epoch 1648 | loss: 0.0312252 | val_loss: 0.0312215 | Time: 2872.43 ms [2022-03-17 01:05:56 main:574] : INFO : Epoch 1649 | loss: 0.0312234 | val_loss: 0.0312239 | Time: 2875.26 ms [2022-03-17 01:05:59 main:574] : INFO : Epoch 1650 | loss: 0.0312255 | val_loss: 0.0312291 | Time: 2912.08 ms [2022-03-17 01:06:02 main:574] : INFO : Epoch 1651 | loss: 0.0312249 | val_loss: 0.0312268 | Time: 2863.59 ms [2022-03-17 01:06:05 main:574] : INFO : Epoch 1652 | loss: 0.0312263 | val_loss: 0.031221 | Time: 2956.94 ms [2022-03-17 01:06:08 main:574] : INFO : Epoch 1653 | loss: 0.0312253 | val_loss: 0.031224 | Time: 2839.06 ms [2022-03-17 01:06:11 main:574] : INFO : Epoch 1654 | loss: 0.0312251 | val_loss: 0.031223 | Time: 2876.27 ms [2022-03-17 01:06:13 main:574] : INFO : Epoch 1655 | loss: 0.0312256 | val_loss: 0.0312207 | Time: 2888.69 ms [2022-03-17 01:06:16 main:574] : INFO : Epoch 1656 | loss: 0.0312244 | val_loss: 0.0312219 | Time: 2953.64 ms [2022-03-17 01:06:19 main:574] : INFO : Epoch 1657 | loss: 0.0312265 | val_loss: 0.0312271 | Time: 2890.57 ms [2022-03-17 01:06:22 main:574] : INFO : Epoch 1658 | loss: 0.0312261 | val_loss: 0.0312204 | Time: 2899.35 ms [2022-03-17 01:06:25 main:574] : INFO : Epoch 1659 | loss: 0.0312257 | val_loss: 0.0312304 | Time: 2916.93 ms [2022-03-17 01:06:28 main:574] : INFO : Epoch 1660 | loss: 0.0312263 | val_loss: 0.0312205 | Time: 2915.42 ms [2022-03-17 01:06:31 main:574] : INFO : Epoch 1661 | loss: 0.0312256 | val_loss: 0.0312213 | Time: 2919.11 ms [2022-03-17 01:06:34 main:574] : INFO : Epoch 1662 | loss: 0.0312267 | val_loss: 0.0312253 | Time: 2827.68 ms [2022-03-17 01:06:37 main:574] : INFO : Epoch 1663 | loss: 0.0312241 | val_loss: 0.0312228 | Time: 2894.83 ms [2022-03-17 01:06:40 main:574] : INFO : Epoch 1664 | loss: 0.0312247 | val_loss: 0.0312242 | Time: 2958.95 ms [2022-03-17 01:06:43 main:574] : INFO : Epoch 1665 | loss: 0.0312246 | val_loss: 0.0312218 | Time: 2953.01 ms [2022-03-17 01:06:46 main:574] : INFO : Epoch 1666 | loss: 0.0312234 | val_loss: 0.0312209 | Time: 2912.04 ms [2022-03-17 01:06:48 main:574] : INFO : Epoch 1667 | loss: 0.031224 | val_loss: 0.0312197 | Time: 2881.51 ms [2022-03-17 01:06:51 main:574] : INFO : Epoch 1668 | loss: 0.0312253 | val_loss: 0.0312223 | Time: 2879.12 ms [2022-03-17 01:06:54 main:574] : INFO : Epoch 1669 | loss: 0.0312245 | val_loss: 0.031227 | Time: 2861.09 ms [2022-03-17 01:06:57 main:574] : INFO : Epoch 1670 | loss: 0.0312231 | val_loss: 0.031219 | Time: 2873.52 ms [2022-03-17 01:07:00 main:574] : INFO : Epoch 1671 | loss: 0.0312238 | val_loss: 0.0312188 | Time: 2828.08 ms [2022-03-17 01:07:03 main:574] : INFO : Epoch 1672 | loss: 0.0312241 | val_loss: 0.0312197 | Time: 2901.53 ms [2022-03-17 01:07:06 main:574] : INFO : Epoch 1673 | loss: 0.0312233 | val_loss: 0.0312193 | Time: 2908.5 ms [2022-03-17 01:07:09 main:574] : INFO : Epoch 1674 | loss: 0.0312241 | val_loss: 0.031221 | Time: 2911.26 ms [2022-03-17 01:07:12 main:574] : INFO : Epoch 1675 | loss: 0.0312239 | val_loss: 0.0312308 | Time: 2914.11 ms [2022-03-17 01:07:14 main:574] : INFO : Epoch 1676 | loss: 0.0312254 | val_loss: 0.0312196 | Time: 2918.33 ms [2022-03-17 01:07:17 main:574] : INFO : Epoch 1677 | loss: 0.0312242 | val_loss: 0.0312219 | Time: 2858.44 ms [2022-03-17 01:07:20 main:574] : INFO : Epoch 1678 | loss: 0.0312243 | val_loss: 0.0312213 | Time: 2863.32 ms [2022-03-17 01:07:23 main:574] : INFO : Epoch 1679 | loss: 0.031224 | val_loss: 0.0312219 | Time: 2813.83 ms [2022-03-17 01:07:26 main:574] : INFO : Epoch 1680 | loss: 0.031223 | val_loss: 0.0312192 | Time: 2861.95 ms [2022-03-17 01:07:29 main:574] : INFO : Epoch 1681 | loss: 0.0312223 | val_loss: 0.031219 | Time: 2905.4 ms [2022-03-17 01:07:32 main:574] : INFO : Epoch 1682 | loss: 0.0312246 | val_loss: 0.0312187 | Time: 2938.74 ms [2022-03-17 01:07:35 main:574] : INFO : Epoch 1683 | loss: 0.0312227 | val_loss: 0.0312211 | Time: 2868.08 ms [2022-03-17 01:07:37 main:574] : INFO : Epoch 1684 | loss: 0.0312228 | val_loss: 0.031218 | Time: 2895.98 ms [2022-03-17 01:07:40 main:574] : INFO : Epoch 1685 | loss: 0.0312215 | val_loss: 0.0312195 | Time: 2892.55 ms [2022-03-17 01:07:43 main:574] : INFO : Epoch 1686 | loss: 0.0312238 | val_loss: 0.0312231 | Time: 2919.78 ms [2022-03-17 01:07:46 main:574] : INFO : Epoch 1687 | loss: 0.031224 | val_loss: 0.031226 | Time: 2986.6 ms [2022-03-17 01:07:49 main:574] : INFO : Epoch 1688 | loss: 0.0312223 | val_loss: 0.0312183 | Time: 2978.37 ms [2022-03-17 01:07:52 main:574] : INFO : Epoch 1689 | loss: 0.0312233 | val_loss: 0.031225 | Time: 2899.94 ms [2022-03-17 01:07:55 main:574] : INFO : Epoch 1690 | loss: 0.031223 | val_loss: 0.0312202 | Time: 2864.39 ms [2022-03-17 01:07:58 main:574] : INFO : Epoch 1691 | loss: 0.0312215 | val_loss: 0.031218 | Time: 2895.39 ms [2022-03-17 01:08:01 main:574] : INFO : Epoch 1692 | loss: 0.031221 | val_loss: 0.0312201 | Time: 2827.49 ms [2022-03-17 01:08:04 main:574] : INFO : Epoch 1693 | loss: 0.0312224 | val_loss: 0.0312178 | Time: 2845.39 ms [2022-03-17 01:08:07 main:574] : INFO : Epoch 1694 | loss: 0.0312216 | val_loss: 0.0312178 | Time: 2924.66 ms [2022-03-17 01:08:09 main:574] : INFO : Epoch 1695 | loss: 0.0312212 | val_loss: 0.0312193 | Time: 2869.81 ms [2022-03-17 01:08:12 main:574] : INFO : Epoch 1696 | loss: 0.0312209 | val_loss: 0.031218 | Time: 2901.42 ms [2022-03-17 01:08:15 main:574] : INFO : Epoch 1697 | loss: 0.0312204 | val_loss: 0.0312173 | Time: 2881.14 ms [2022-03-17 01:08:18 main:574] : INFO : Epoch 1698 | loss: 0.0312209 | val_loss: 0.0312203 | Time: 2900.77 ms [2022-03-17 01:08:21 main:574] : INFO : Epoch 1699 | loss: 0.0312278 | val_loss: 0.0312287 | Time: 2897.47 ms [2022-03-17 01:08:24 main:574] : INFO : Epoch 1700 | loss: 0.0312251 | val_loss: 0.0312225 | Time: 2920.38 ms [2022-03-17 01:08:27 main:574] : INFO : Epoch 1701 | loss: 0.0312245 | val_loss: 0.0312265 | Time: 2911.72 ms [2022-03-17 01:08:30 main:574] : INFO : Epoch 1702 | loss: 0.0312268 | val_loss: 0.0312288 | Time: 2956.74 ms [2022-03-17 01:08:33 main:574] : INFO : Epoch 1703 | loss: 0.0312246 | val_loss: 0.0312204 | Time: 2857.02 ms [2022-03-17 01:08:36 main:574] : INFO : Epoch 1704 | loss: 0.0312265 | val_loss: 0.0312215 | Time: 2876.26 ms [2022-03-17 01:08:38 main:574] : INFO : Epoch 1705 | loss: 0.0312239 | val_loss: 0.0312234 | Time: 2905.07 ms [2022-03-17 01:08:41 main:574] : INFO : Epoch 1706 | loss: 0.0312233 | val_loss: 0.0312187 | Time: 2898.54 ms [2022-03-17 01:08:44 main:574] : INFO : Epoch 1707 | loss: 0.0312214 | val_loss: 0.0312182 | Time: 2873.53 ms [2022-03-17 01:08:47 main:574] : INFO : Epoch 1708 | loss: 0.0312204 | val_loss: 0.031219 | Time: 2896.66 ms [2022-03-17 01:08:50 main:574] : INFO : Epoch 1709 | loss: 0.0312229 | val_loss: 0.0312198 | Time: 2988.76 ms [2022-03-17 01:08:53 main:574] : INFO : Epoch 1710 | loss: 0.0312252 | val_loss: 0.0312206 | Time: 2948.41 ms [2022-03-17 01:08:56 main:574] : INFO : Epoch 1711 | loss: 0.0312214 | val_loss: 0.0312185 | Time: 2999.93 ms [2022-03-17 01:08:59 main:574] : INFO : Epoch 1712 | loss: 0.0312211 | val_loss: 0.0312175 | Time: 2900.72 ms [2022-03-17 01:09:02 main:574] : INFO : Epoch 1713 | loss: 0.0312223 | val_loss: 0.031234 | Time: 2909.99 ms [2022-03-17 01:09:05 main:574] : INFO : Epoch 1714 | loss: 0.0312272 | val_loss: 0.0312275 | Time: 2874.35 ms [2022-03-17 01:09:08 main:574] : INFO : Epoch 1715 | loss: 0.0312238 | val_loss: 0.0312171 | Time: 2880.41 ms [2022-03-17 01:09:11 main:574] : INFO : Epoch 1716 | loss: 0.0312214 | val_loss: 0.0312187 | Time: 2835.48 ms [2022-03-17 01:09:13 main:574] : INFO : Epoch 1717 | loss: 0.0312208 | val_loss: 0.0312171 | Time: 2887.53 ms [2022-03-17 01:09:16 main:574] : INFO : Epoch 1718 | loss: 0.0312227 | val_loss: 0.0312186 | Time: 2896.36 ms [2022-03-17 01:09:19 main:574] : INFO : Epoch 1719 | loss: 0.0312219 | val_loss: 0.0312173 | Time: 2845.35 ms [2022-03-17 01:09:22 main:574] : INFO : Epoch 1720 | loss: 0.0312226 | val_loss: 0.0312198 | Time: 2862.61 ms [2022-03-17 01:09:25 main:574] : INFO : Epoch 1721 | loss: 0.031222 | val_loss: 0.0312191 | Time: 2815.83 ms [2022-03-17 01:09:28 main:574] : INFO : Epoch 1722 | loss: 0.0312212 | val_loss: 0.0312186 | Time: 2813.85 ms [2022-03-17 01:09:30 main:574] : INFO : Epoch 1723 | loss: 0.0312207 | val_loss: 0.0312198 | Time: 2824.88 ms [2022-03-17 01:09:33 main:574] : INFO : Epoch 1724 | loss: 0.03122 | val_loss: 0.0312184 | Time: 2859.29 ms [2022-03-17 01:09:36 main:574] : INFO : Epoch 1725 | loss: 0.0312203 | val_loss: 0.0312209 | Time: 2916.53 ms [2022-03-17 01:09:39 main:574] : INFO : Epoch 1726 | loss: 0.0312226 | val_loss: 0.0312199 | Time: 2878.74 ms [2022-03-17 01:09:42 main:574] : INFO : Epoch 1727 | loss: 0.0312223 | val_loss: 0.0312209 | Time: 2898.5 ms [2022-03-17 01:09:45 main:574] : INFO : Epoch 1728 | loss: 0.0312226 | val_loss: 0.0312188 | Time: 2856.63 ms [2022-03-17 01:09:48 main:574] : INFO : Epoch 1729 | loss: 0.031222 | val_loss: 0.0312204 | Time: 2846.82 ms [2022-03-17 01:09:51 main:574] : INFO : Epoch 1730 | loss: 0.0312222 | val_loss: 0.0312206 | Time: 2921.02 ms [2022-03-17 01:09:54 main:574] : INFO : Epoch 1731 | loss: 0.0312218 | val_loss: 0.0312171 | Time: 2890.06 ms [2022-03-17 01:09:57 main:574] : INFO : Epoch 1732 | loss: 0.0312214 | val_loss: 0.0312186 | Time: 2962.77 ms [2022-03-17 01:09:59 main:574] : INFO : Epoch 1733 | loss: 0.0312209 | val_loss: 0.0312183 | Time: 2919.94 ms [2022-03-17 01:10:02 main:574] : INFO : Epoch 1734 | loss: 0.0312201 | val_loss: 0.0312189 | Time: 2882.26 ms [2022-03-17 01:10:05 main:574] : INFO : Epoch 1735 | loss: 0.0312197 | val_loss: 0.0312188 | Time: 2850.27 ms [2022-03-17 01:10:08 main:574] : INFO : Epoch 1736 | loss: 0.0312204 | val_loss: 0.0312178 | Time: 2833.53 ms [2022-03-17 01:10:11 main:574] : INFO : Epoch 1737 | loss: 0.0312193 | val_loss: 0.0312202 | Time: 2898.18 ms [2022-03-17 01:10:14 main:574] : INFO : Epoch 1738 | loss: 0.0312211 | val_loss: 0.0312203 | Time: 2891.54 ms [2022-03-17 01:10:17 main:574] : INFO : Epoch 1739 | loss: 0.0312214 | val_loss: 0.0312177 | Time: 2852.02 ms [2022-03-17 01:10:20 main:574] : INFO : Epoch 1740 | loss: 0.0312215 | val_loss: 0.0312191 | Time: 2908.68 ms [2022-03-17 01:10:22 main:574] : INFO : Epoch 1741 | loss: 0.0312208 | val_loss: 0.0312184 | Time: 2852.04 ms [2022-03-17 01:10:25 main:574] : INFO : Epoch 1742 | loss: 0.0312211 | val_loss: 0.0312181 | Time: 2872.92 ms [2022-03-17 01:10:28 main:574] : INFO : Epoch 1743 | loss: 0.0312228 | val_loss: 0.0312213 | Time: 2903.17 ms [2022-03-17 01:10:31 main:574] : INFO : Epoch 1744 | loss: 0.0312233 | val_loss: 0.0312205 | Time: 2862.62 ms [2022-03-17 01:10:34 main:574] : INFO : Epoch 1745 | loss: 0.0312223 | val_loss: 0.0312196 | Time: 2846.51 ms [2022-03-17 01:10:37 main:574] : INFO : Epoch 1746 | loss: 0.0312209 | val_loss: 0.0312188 | Time: 2847.3 ms [2022-03-17 01:10:40 main:574] : INFO : Epoch 1747 | loss: 0.0312202 | val_loss: 0.0312187 | Time: 2920.45 ms [2022-03-17 01:10:43 main:574] : INFO : Epoch 1748 | loss: 0.0312217 | val_loss: 0.0312184 | Time: 2913.04 ms [2022-03-17 01:10:46 main:574] : INFO : Epoch 1749 | loss: 0.0312236 | val_loss: 0.0312201 | Time: 2913.38 ms [2022-03-17 01:10:49 main:574] : INFO : Epoch 1750 | loss: 0.0312242 | val_loss: 0.0312197 | Time: 3004.28 ms [2022-03-17 01:10:51 main:574] : INFO : Epoch 1751 | loss: 0.0312241 | val_loss: 0.0312196 | Time: 2873.45 ms [2022-03-17 01:10:54 main:574] : INFO : Epoch 1752 | loss: 0.0312217 | val_loss: 0.0312178 | Time: 2839.51 ms [2022-03-17 01:10:57 main:574] : INFO : Epoch 1753 | loss: 0.0312255 | val_loss: 0.0312197 | Time: 2884.54 ms [2022-03-17 01:11:00 main:574] : INFO : Epoch 1754 | loss: 0.0312224 | val_loss: 0.0312247 | Time: 2881 ms [2022-03-17 01:11:03 main:574] : INFO : Epoch 1755 | loss: 0.0312233 | val_loss: 0.0312181 | Time: 2959.04 ms [2022-03-17 01:11:06 main:574] : INFO : Epoch 1756 | loss: 0.03122 | val_loss: 0.0312185 | Time: 2918.56 ms [2022-03-17 01:11:09 main:574] : INFO : Epoch 1757 | loss: 0.0312234 | val_loss: 0.0312197 | Time: 2896.1 ms [2022-03-17 01:11:12 main:574] : INFO : Epoch 1758 | loss: 0.0312218 | val_loss: 0.0312164 | Time: 2890.77 ms [2022-03-17 01:11:15 main:574] : INFO : Epoch 1759 | loss: 0.0312191 | val_loss: 0.0312167 | Time: 2861.78 ms [2022-03-17 01:11:17 main:574] : INFO : Epoch 1760 | loss: 0.0312212 | val_loss: 0.0312229 | Time: 2850.74 ms [2022-03-17 01:11:20 main:574] : INFO : Epoch 1761 | loss: 0.0312231 | val_loss: 0.0312246 | Time: 2884.6 ms [2022-03-17 01:11:23 main:574] : INFO : Epoch 1762 | loss: 0.0312216 | val_loss: 0.0312163 | Time: 2847.93 ms [2022-03-17 01:11:26 main:574] : INFO : Epoch 1763 | loss: 0.0312205 | val_loss: 0.031219 | Time: 2897.59 ms [2022-03-17 01:11:29 main:574] : INFO : Epoch 1764 | loss: 0.0312191 | val_loss: 0.0312173 | Time: 2872.23 ms [2022-03-17 01:11:32 main:574] : INFO : Epoch 1765 | loss: 0.0312208 | val_loss: 0.0312241 | Time: 2986.93 ms [2022-03-17 01:11:35 main:574] : INFO : Epoch 1766 | loss: 0.0312217 | val_loss: 0.0312175 | Time: 2825.76 ms [2022-03-17 01:11:38 main:574] : INFO : Epoch 1767 | loss: 0.0312202 | val_loss: 0.0312172 | Time: 2876.85 ms [2022-03-17 01:11:41 main:574] : INFO : Epoch 1768 | loss: 0.031219 | val_loss: 0.031216 | Time: 2902.89 ms [2022-03-17 01:11:43 main:574] : INFO : Epoch 1769 | loss: 0.0312185 | val_loss: 0.0312161 | Time: 2855.53 ms [2022-03-17 01:11:46 main:574] : INFO : Epoch 1770 | loss: 0.0312184 | val_loss: 0.0312173 | Time: 2873.34 ms [2022-03-17 01:11:49 main:574] : INFO : Epoch 1771 | loss: 0.0312188 | val_loss: 0.0312153 | Time: 2857.75 ms [2022-03-17 01:11:52 main:574] : INFO : Epoch 1772 | loss: 0.0312183 | val_loss: 0.031216 | Time: 2834.59 ms [2022-03-17 01:11:55 main:574] : INFO : Epoch 1773 | loss: 0.0312195 | val_loss: 0.0312166 | Time: 2876.96 ms [2022-03-17 01:11:58 main:574] : INFO : Epoch 1774 | loss: 0.0312182 | val_loss: 0.0312153 | Time: 2932.81 ms [2022-03-17 01:12:01 main:574] : INFO : Epoch 1775 | loss: 0.0312181 | val_loss: 0.0312164 | Time: 2905.93 ms [2022-03-17 01:12:04 main:574] : INFO : Epoch 1776 | loss: 0.0312203 | val_loss: 0.0312171 | Time: 3048.15 ms [2022-03-17 01:12:07 main:574] : INFO : Epoch 1777 | loss: 0.0312207 | val_loss: 0.0312186 | Time: 3045.54 ms [2022-03-17 01:12:10 main:574] : INFO : Epoch 1778 | loss: 0.0312219 | val_loss: 0.0312261 | Time: 3091.58 ms [2022-03-17 01:12:13 main:574] : INFO : Epoch 1779 | loss: 0.0312233 | val_loss: 0.0312194 | Time: 2916.33 ms [2022-03-17 01:12:16 main:574] : INFO : Epoch 1780 | loss: 0.0312203 | val_loss: 0.0312183 | Time: 2919.17 ms [2022-03-17 01:12:19 main:574] : INFO : Epoch 1781 | loss: 0.0312196 | val_loss: 0.031218 | Time: 2842.47 ms [2022-03-17 01:12:22 main:574] : INFO : Epoch 1782 | loss: 0.0312219 | val_loss: 0.0312212 | Time: 2913.17 ms [2022-03-17 01:12:24 main:574] : INFO : Epoch 1783 | loss: 0.0312192 | val_loss: 0.0312196 | Time: 2853.01 ms [2022-03-17 01:12:27 main:574] : INFO : Epoch 1784 | loss: 0.031219 | val_loss: 0.0312221 | Time: 2890.14 ms [2022-03-17 01:12:30 main:574] : INFO : Epoch 1785 | loss: 0.0312183 | val_loss: 0.0312188 | Time: 2992.09 ms [2022-03-17 01:12:33 main:574] : INFO : Epoch 1786 | loss: 0.0312208 | val_loss: 0.0312162 | Time: 2983.01 ms [2022-03-17 01:12:36 main:574] : INFO : Epoch 1787 | loss: 0.0312175 | val_loss: 0.031215 | Time: 2879.11 ms [2022-03-17 01:12:39 main:574] : INFO : Epoch 1788 | loss: 0.0312173 | val_loss: 0.0312146 | Time: 2885.24 ms [2022-03-17 01:12:42 main:574] : INFO : Epoch 1789 | loss: 0.0312177 | val_loss: 0.0312154 | Time: 2901.76 ms [2022-03-17 01:12:45 main:574] : INFO : Epoch 1790 | loss: 0.0312198 | val_loss: 0.0312178 | Time: 2947.04 ms [2022-03-17 01:12:48 main:574] : INFO : Epoch 1791 | loss: 0.0312188 | val_loss: 0.031215 | Time: 2871.99 ms [2022-03-17 01:12:51 main:574] : INFO : Epoch 1792 | loss: 0.0312177 | val_loss: 0.0312157 | Time: 2889.27 ms [2022-03-17 01:12:54 main:574] : INFO : Epoch 1793 | loss: 0.0312232 | val_loss: 0.0312182 | Time: 2911.98 ms [2022-03-17 01:12:56 main:574] : INFO : Epoch 1794 | loss: 0.0312187 | val_loss: 0.0312149 | Time: 2869.97 ms [2022-03-17 01:12:59 main:574] : INFO : Epoch 1795 | loss: 0.0312209 | val_loss: 0.0312229 | Time: 2938.89 ms [2022-03-17 01:13:02 main:574] : INFO : Epoch 1796 | loss: 0.0312224 | val_loss: 0.0312182 | Time: 2875.31 ms [2022-03-17 01:13:05 main:574] : INFO : Epoch 1797 | loss: 0.0312183 | val_loss: 0.0312148 | Time: 2920.92 ms [2022-03-17 01:13:08 main:574] : INFO : Epoch 1798 | loss: 0.0312181 | val_loss: 0.0312144 | Time: 2906.29 ms [2022-03-17 01:13:11 main:574] : INFO : Epoch 1799 | loss: 0.0312171 | val_loss: 0.0312171 | Time: 2876.29 ms [2022-03-17 01:13:14 main:574] : INFO : Epoch 1800 | loss: 0.0312167 | val_loss: 0.0312139 | Time: 2925.38 ms [2022-03-17 01:13:17 main:574] : INFO : Epoch 1801 | loss: 0.0312185 | val_loss: 0.0312233 | Time: 2884.15 ms [2022-03-17 01:13:20 main:574] : INFO : Epoch 1802 | loss: 0.0312188 | val_loss: 0.0312142 | Time: 2917.26 ms [2022-03-17 01:13:23 main:574] : INFO : Epoch 1803 | loss: 0.0312173 | val_loss: 0.0312146 | Time: 2822.77 ms [2022-03-17 01:13:25 main:574] : INFO : Epoch 1804 | loss: 0.0312163 | val_loss: 0.031218 | Time: 2807.83 ms [2022-03-17 01:13:28 main:574] : INFO : Epoch 1805 | loss: 0.0312165 | val_loss: 0.0312135 | Time: 2901.84 ms [2022-03-17 01:13:31 main:574] : INFO : Epoch 1806 | loss: 0.0312186 | val_loss: 0.0312186 | Time: 3087.4 ms [2022-03-17 01:13:34 main:574] : INFO : Epoch 1807 | loss: 0.031221 | val_loss: 0.0312218 | Time: 2870.99 ms [2022-03-17 01:13:37 main:574] : INFO : Epoch 1808 | loss: 0.0312189 | val_loss: 0.0312166 | Time: 2954.46 ms [2022-03-17 01:13:40 main:574] : INFO : Epoch 1809 | loss: 0.0312163 | val_loss: 0.0312131 | Time: 2913.08 ms [2022-03-17 01:13:43 main:574] : INFO : Epoch 1810 | loss: 0.0312165 | val_loss: 0.0312196 | Time: 2951.52 ms [2022-03-17 01:13:46 main:574] : INFO : Epoch 1811 | loss: 0.0312185 | val_loss: 0.0312196 | Time: 2836.83 ms [2022-03-17 01:13:49 main:574] : INFO : Epoch 1812 | loss: 0.0312178 | val_loss: 0.0312196 | Time: 2864.12 ms [2022-03-17 01:13:52 main:574] : INFO : Epoch 1813 | loss: 0.0312181 | val_loss: 0.0312145 | Time: 2861.53 ms [2022-03-17 01:13:55 main:574] : INFO : Epoch 1814 | loss: 0.0312171 | val_loss: 0.0312152 | Time: 2881.14 ms [2022-03-17 01:13:57 main:574] : INFO : Epoch 1815 | loss: 0.0312164 | val_loss: 0.031217 | Time: 2870.03 ms [2022-03-17 01:14:00 main:574] : INFO : Epoch 1816 | loss: 0.0312173 | val_loss: 0.0312162 | Time: 2862.24 ms [2022-03-17 01:14:03 main:574] : INFO : Epoch 1817 | loss: 0.031219 | val_loss: 0.0312161 | Time: 2952.49 ms [2022-03-17 01:14:06 main:574] : INFO : Epoch 1818 | loss: 0.0312179 | val_loss: 0.0312143 | Time: 2973.09 ms [2022-03-17 01:14:09 main:574] : INFO : Epoch 1819 | loss: 0.0312163 | val_loss: 0.031215 | Time: 2968.46 ms [2022-03-17 01:14:12 main:574] : INFO : Epoch 1820 | loss: 0.0312175 | val_loss: 0.0312184 | Time: 2902.51 ms [2022-03-17 01:14:15 main:574] : INFO : Epoch 1821 | loss: 0.0312179 | val_loss: 0.0312153 | Time: 2876.77 ms [2022-03-17 01:14:18 main:574] : INFO : Epoch 1822 | loss: 0.0312166 | val_loss: 0.0312164 | Time: 2877.15 ms [2022-03-17 01:14:21 main:574] : INFO : Epoch 1823 | loss: 0.0312177 | val_loss: 0.0312132 | Time: 2985.33 ms [2022-03-17 01:14:24 main:574] : INFO : Epoch 1824 | loss: 0.0312158 | val_loss: 0.0312143 | Time: 2917.5 ms [2022-03-17 01:14:27 main:574] : INFO : Epoch 1825 | loss: 0.0312156 | val_loss: 0.0312248 | Time: 2831.5 ms [2022-03-17 01:14:30 main:574] : INFO : Epoch 1826 | loss: 0.0312188 | val_loss: 0.0312182 | Time: 2928.25 ms [2022-03-17 01:14:32 main:574] : INFO : Epoch 1827 | loss: 0.0312154 | val_loss: 0.031214 | Time: 2900.45 ms [2022-03-17 01:14:35 main:574] : INFO : Epoch 1828 | loss: 0.0312165 | val_loss: 0.0312154 | Time: 2899.37 ms [2022-03-17 01:14:38 main:574] : INFO : Epoch 1829 | loss: 0.0312179 | val_loss: 0.0312159 | Time: 2886.16 ms [2022-03-17 01:14:41 main:574] : INFO : Epoch 1830 | loss: 0.0312182 | val_loss: 0.0312261 | Time: 2903.59 ms [2022-03-17 01:14:44 main:574] : INFO : Epoch 1831 | loss: 0.0312219 | val_loss: 0.0312147 | Time: 2870.98 ms [2022-03-17 01:14:47 main:574] : INFO : Epoch 1832 | loss: 0.0312163 | val_loss: 0.0312142 | Time: 2917.23 ms [2022-03-17 01:14:50 main:574] : INFO : Epoch 1833 | loss: 0.0312153 | val_loss: 0.0312133 | Time: 2944.26 ms [2022-03-17 01:14:53 main:574] : INFO : Epoch 1834 | loss: 0.0312147 | val_loss: 0.0312135 | Time: 2880.67 ms [2022-03-17 01:14:56 main:574] : INFO : Epoch 1835 | loss: 0.0312189 | val_loss: 0.0312224 | Time: 2893.18 ms [2022-03-17 01:14:59 main:574] : INFO : Epoch 1836 | loss: 0.0312182 | val_loss: 0.0312133 | Time: 2918.87 ms [2022-03-17 01:15:01 main:574] : INFO : Epoch 1837 | loss: 0.0312151 | val_loss: 0.0312133 | Time: 2879.96 ms [2022-03-17 01:15:04 main:574] : INFO : Epoch 1838 | loss: 0.0312153 | val_loss: 0.0312144 | Time: 2886.39 ms [2022-03-17 01:15:07 main:574] : INFO : Epoch 1839 | loss: 0.0312152 | val_loss: 0.0312204 | Time: 2905.66 ms [2022-03-17 01:15:10 main:574] : INFO : Epoch 1840 | loss: 0.0312155 | val_loss: 0.031213 | Time: 2870.12 ms [2022-03-17 01:15:13 main:574] : INFO : Epoch 1841 | loss: 0.0312137 | val_loss: 0.031215 | Time: 2898.23 ms [2022-03-17 01:15:16 main:574] : INFO : Epoch 1842 | loss: 0.0312141 | val_loss: 0.031213 | Time: 2858.59 ms [2022-03-17 01:15:19 main:574] : INFO : Epoch 1843 | loss: 0.0312134 | val_loss: 0.031212 | Time: 2872.28 ms [2022-03-17 01:15:22 main:574] : INFO : Epoch 1844 | loss: 0.0312147 | val_loss: 0.0312145 | Time: 2914.64 ms [2022-03-17 01:15:25 main:574] : INFO : Epoch 1845 | loss: 0.0312159 | val_loss: 0.0312149 | Time: 2891.23 ms [2022-03-17 01:15:28 main:574] : INFO : Epoch 1846 | loss: 0.031214 | val_loss: 0.0312131 | Time: 2967.44 ms [2022-03-17 01:15:31 main:574] : INFO : Epoch 1847 | loss: 0.0312134 | val_loss: 0.031213 | Time: 3042.1 ms [2022-03-17 01:15:34 main:574] : INFO : Epoch 1848 | loss: 0.0312161 | val_loss: 0.0312141 | Time: 3039.94 ms [2022-03-17 01:15:37 main:574] : INFO : Epoch 1849 | loss: 0.0312133 | val_loss: 0.0312113 | Time: 2892.74 ms [2022-03-17 01:15:40 main:574] : INFO : Epoch 1850 | loss: 0.0312121 | val_loss: 0.0312139 | Time: 2934.78 ms [2022-03-17 01:15:42 main:574] : INFO : Epoch 1851 | loss: 0.0312157 | val_loss: 0.0312124 | Time: 2879.05 ms [2022-03-17 01:15:45 main:574] : INFO : Epoch 1852 | loss: 0.0312125 | val_loss: 0.0312123 | Time: 2866.45 ms [2022-03-17 01:15:48 main:574] : INFO : Epoch 1853 | loss: 0.0312128 | val_loss: 0.0312126 | Time: 2956.65 ms [2022-03-17 01:15:51 main:574] : INFO : Epoch 1854 | loss: 0.0312133 | val_loss: 0.0312127 | Time: 2920.73 ms [2022-03-17 01:15:54 main:574] : INFO : Epoch 1855 | loss: 0.0312124 | val_loss: 0.0312132 | Time: 2966.35 ms [2022-03-17 01:15:57 main:574] : INFO : Epoch 1856 | loss: 0.0312136 | val_loss: 0.0312152 | Time: 2870.93 ms [2022-03-17 01:16:00 main:574] : INFO : Epoch 1857 | loss: 0.031215 | val_loss: 0.0312188 | Time: 2847.8 ms [2022-03-17 01:16:03 main:574] : INFO : Epoch 1858 | loss: 0.0312176 | val_loss: 0.0312118 | Time: 2907.15 ms [2022-03-17 01:16:06 main:574] : INFO : Epoch 1859 | loss: 0.0312124 | val_loss: 0.0312108 | Time: 2812.59 ms [2022-03-17 01:16:09 main:574] : INFO : Epoch 1860 | loss: 0.0312112 | val_loss: 0.0312114 | Time: 2923.88 ms [2022-03-17 01:16:11 main:574] : INFO : Epoch 1861 | loss: 0.0312138 | val_loss: 0.0312121 | Time: 2876.1 ms [2022-03-17 01:16:14 main:574] : INFO : Epoch 1862 | loss: 0.0312122 | val_loss: 0.0312121 | Time: 2936.2 ms [2022-03-17 01:16:17 main:574] : INFO : Epoch 1863 | loss: 0.0312122 | val_loss: 0.0312092 | Time: 2953.67 ms [2022-03-17 01:16:20 main:574] : INFO : Epoch 1864 | loss: 0.0312116 | val_loss: 0.0312088 | Time: 2872.88 ms [2022-03-17 01:16:23 main:574] : INFO : Epoch 1865 | loss: 0.0312114 | val_loss: 0.0312099 | Time: 2903.25 ms [2022-03-17 01:16:26 main:574] : INFO : Epoch 1866 | loss: 0.0312144 | val_loss: 0.0312138 | Time: 2890.84 ms [2022-03-17 01:16:29 main:574] : INFO : Epoch 1867 | loss: 0.0312112 | val_loss: 0.0312104 | Time: 2882.52 ms [2022-03-17 01:16:32 main:574] : INFO : Epoch 1868 | loss: 0.0312124 | val_loss: 0.0312092 | Time: 2947.57 ms [2022-03-17 01:16:35 main:574] : INFO : Epoch 1869 | loss: 0.0312097 | val_loss: 0.0312089 | Time: 2947.45 ms [2022-03-17 01:16:38 main:574] : INFO : Epoch 1870 | loss: 0.0312129 | val_loss: 0.0312104 | Time: 2999.1 ms [2022-03-17 01:16:41 main:574] : INFO : Epoch 1871 | loss: 0.0312125 | val_loss: 0.0312138 | Time: 2887.08 ms [2022-03-17 01:16:44 main:574] : INFO : Epoch 1872 | loss: 0.0312161 | val_loss: 0.0312104 | Time: 2929.54 ms [2022-03-17 01:16:46 main:574] : INFO : Epoch 1873 | loss: 0.0312116 | val_loss: 0.0312095 | Time: 2902.71 ms [2022-03-17 01:16:49 main:574] : INFO : Epoch 1874 | loss: 0.0312102 | val_loss: 0.0312102 | Time: 2895.18 ms [2022-03-17 01:16:52 main:574] : INFO : Epoch 1875 | loss: 0.031211 | val_loss: 0.031214 | Time: 2923.31 ms [2022-03-17 01:16:55 main:574] : INFO : Epoch 1876 | loss: 0.0312127 | val_loss: 0.0312088 | Time: 2927.71 ms [2022-03-17 01:16:58 main:574] : INFO : Epoch 1877 | loss: 0.0312099 | val_loss: 0.0312098 | Time: 2893.25 ms [2022-03-17 01:17:01 main:574] : INFO : Epoch 1878 | loss: 0.0312107 | val_loss: 0.031209 | Time: 2935.72 ms [2022-03-17 01:17:04 main:574] : INFO : Epoch 1879 | loss: 0.0312116 | val_loss: 0.03121 | Time: 2898.36 ms [2022-03-17 01:17:07 main:574] : INFO : Epoch 1880 | loss: 0.0312117 | val_loss: 0.0312103 | Time: 2866.81 ms [2022-03-17 01:17:10 main:574] : INFO : Epoch 1881 | loss: 0.0312114 | val_loss: 0.0312089 | Time: 2854.29 ms [2022-03-17 01:17:13 main:574] : INFO : Epoch 1882 | loss: 0.031211 | val_loss: 0.0312131 | Time: 2833.84 ms [2022-03-17 01:17:16 main:574] : INFO : Epoch 1883 | loss: 0.0312102 | val_loss: 0.0312096 | Time: 2962.97 ms [2022-03-17 01:17:18 main:574] : INFO : Epoch 1884 | loss: 0.0312086 | val_loss: 0.0312072 | Time: 2877.59 ms [2022-03-17 01:17:21 main:574] : INFO : Epoch 1885 | loss: 0.0312109 | val_loss: 0.0312139 | Time: 2898.36 ms [2022-03-17 01:17:24 main:574] : INFO : Epoch 1886 | loss: 0.0312101 | val_loss: 0.0312112 | Time: 2851.01 ms [2022-03-17 01:17:27 main:574] : INFO : Epoch 1887 | loss: 0.03121 | val_loss: 0.0312069 | Time: 2873.59 ms [2022-03-17 01:17:30 main:574] : INFO : Epoch 1888 | loss: 0.0312095 | val_loss: 0.0312068 | Time: 2882.77 ms [2022-03-17 01:17:33 main:574] : INFO : Epoch 1889 | loss: 0.0312113 | val_loss: 0.0312145 | Time: 2916.31 ms [2022-03-17 01:17:36 main:574] : INFO : Epoch 1890 | loss: 0.031212 | val_loss: 0.0312096 | Time: 2824.2 ms [2022-03-17 01:17:39 main:574] : INFO : Epoch 1891 | loss: 0.0312109 | val_loss: 0.0312076 | Time: 2950.19 ms [2022-03-17 01:17:42 main:574] : INFO : Epoch 1892 | loss: 0.0312087 | val_loss: 0.031207 | Time: 2968.78 ms [2022-03-17 01:17:44 main:574] : INFO : Epoch 1893 | loss: 0.0312098 | val_loss: 0.0312064 | Time: 2852.86 ms [2022-03-17 01:17:47 main:574] : INFO : Epoch 1894 | loss: 0.0312113 | val_loss: 0.0312107 | Time: 2920.31 ms [2022-03-17 01:17:50 main:574] : INFO : Epoch 1895 | loss: 0.031212 | val_loss: 0.0312114 | Time: 2883.3 ms [2022-03-17 01:17:53 main:574] : INFO : Epoch 1896 | loss: 0.0312117 | val_loss: 0.0312077 | Time: 2855.43 ms [2022-03-17 01:17:56 main:574] : INFO : Epoch 1897 | loss: 0.0312094 | val_loss: 0.0312068 | Time: 2870.34 ms [2022-03-17 01:17:59 main:574] : INFO : Epoch 1898 | loss: 0.0312088 | val_loss: 0.031207 | Time: 2835.69 ms [2022-03-17 01:18:02 main:574] : INFO : Epoch 1899 | loss: 0.0312088 | val_loss: 0.0312098 | Time: 2875.42 ms [2022-03-17 01:18:05 main:574] : INFO : Epoch 1900 | loss: 0.0312088 | val_loss: 0.0312066 | Time: 2859.82 ms [2022-03-17 01:18:07 main:574] : INFO : Epoch 1901 | loss: 0.0312078 | val_loss: 0.0312064 | Time: 2818.65 ms [2022-03-17 01:18:10 main:574] : INFO : Epoch 1902 | loss: 0.0312085 | val_loss: 0.0312068 | Time: 2940.94 ms [2022-03-17 01:18:13 main:574] : INFO : Epoch 1903 | loss: 0.0312109 | val_loss: 0.031208 | Time: 2880.42 ms [2022-03-17 01:18:16 main:574] : INFO : Epoch 1904 | loss: 0.031209 | val_loss: 0.0312067 | Time: 2882.31 ms [2022-03-17 01:18:19 main:574] : INFO : Epoch 1905 | loss: 0.0312096 | val_loss: 0.0312069 | Time: 2894.72 ms [2022-03-17 01:18:22 main:574] : INFO : Epoch 1906 | loss: 0.0312087 | val_loss: 0.0312075 | Time: 2947.48 ms [2022-03-17 01:18:25 main:574] : INFO : Epoch 1907 | loss: 0.0312096 | val_loss: 0.0312083 | Time: 2821.6 ms [2022-03-17 01:18:28 main:574] : INFO : Epoch 1908 | loss: 0.0312086 | val_loss: 0.0312085 | Time: 2913.99 ms [2022-03-17 01:18:31 main:574] : INFO : Epoch 1909 | loss: 0.0312091 | val_loss: 0.0312082 | Time: 2898.91 ms [2022-03-17 01:18:34 main:574] : INFO : Epoch 1910 | loss: 0.031209 | val_loss: 0.0312101 | Time: 2924.96 ms [2022-03-17 01:18:36 main:574] : INFO : Epoch 1911 | loss: 0.0312086 | val_loss: 0.031208 | Time: 2889.81 ms [2022-03-17 01:18:39 main:574] : INFO : Epoch 1912 | loss: 0.0312087 | val_loss: 0.0312117 | Time: 2857.97 ms [2022-03-17 01:18:42 main:574] : INFO : Epoch 1913 | loss: 0.0312104 | val_loss: 0.0312101 | Time: 2962.05 ms [2022-03-17 01:18:45 main:574] : INFO : Epoch 1914 | loss: 0.0312087 | val_loss: 0.0312101 | Time: 2954.91 ms [2022-03-17 01:18:48 main:574] : INFO : Epoch 1915 | loss: 0.0312093 | val_loss: 0.0312147 | Time: 2895.54 ms [2022-03-17 01:18:51 main:574] : INFO : Epoch 1916 | loss: 0.0312102 | val_loss: 0.0312133 | Time: 2866.04 ms [2022-03-17 01:18:54 main:574] : INFO : Epoch 1917 | loss: 0.0312097 | val_loss: 0.0312074 | Time: 2886.65 ms [2022-03-17 01:18:57 main:574] : INFO : Epoch 1918 | loss: 0.031208 | val_loss: 0.0312072 | Time: 3089.22 ms [2022-03-17 01:19:00 main:574] : INFO : Epoch 1919 | loss: 0.0312098 | val_loss: 0.0312064 | Time: 2859.49 ms [2022-03-17 01:19:03 main:574] : INFO : Epoch 1920 | loss: 0.0312084 | val_loss: 0.0312137 | Time: 2877.2 ms [2022-03-17 01:19:06 main:574] : INFO : Epoch 1921 | loss: 0.0312096 | val_loss: 0.0312095 | Time: 2834.06 ms [2022-03-17 01:19:08 main:574] : INFO : Epoch 1922 | loss: 0.0312099 | val_loss: 0.0312149 | Time: 2854.15 ms [2022-03-17 01:19:11 main:574] : INFO : Epoch 1923 | loss: 0.0312089 | val_loss: 0.0312062 | Time: 2887.78 ms [2022-03-17 01:19:14 main:574] : INFO : Epoch 1924 | loss: 0.0312121 | val_loss: 0.0312073 | Time: 2945.82 ms [2022-03-17 01:19:17 main:574] : INFO : Epoch 1925 | loss: 0.0312095 | val_loss: 0.0312062 | Time: 2878.02 ms [2022-03-17 01:19:20 main:574] : INFO : Epoch 1926 | loss: 0.0312082 | val_loss: 0.0312064 | Time: 2849.42 ms [2022-03-17 01:19:23 main:574] : INFO : Epoch 1927 | loss: 0.0312096 | val_loss: 0.0312081 | Time: 2880.11 ms [2022-03-17 01:19:26 main:574] : INFO : Epoch 1928 | loss: 0.0312085 | val_loss: 0.0312136 | Time: 2903.58 ms [2022-03-17 01:19:29 main:574] : INFO : Epoch 1929 | loss: 0.0312108 | val_loss: 0.031206 | Time: 2892.23 ms [2022-03-17 01:19:32 main:574] : INFO : Epoch 1930 | loss: 0.031211 | val_loss: 0.0312069 | Time: 3014.68 ms [2022-03-17 01:19:35 main:574] : INFO : Epoch 1931 | loss: 0.0312095 | val_loss: 0.0312065 | Time: 2898.07 ms [2022-03-17 01:19:37 main:574] : INFO : Epoch 1932 | loss: 0.031208 | val_loss: 0.0312073 | Time: 2841 ms [2022-03-17 01:19:40 main:574] : INFO : Epoch 1933 | loss: 0.0312067 | val_loss: 0.0312056 | Time: 2872.66 ms [2022-03-17 01:19:43 main:574] : INFO : Epoch 1934 | loss: 0.0312066 | val_loss: 0.0312113 | Time: 2920.9 ms [2022-03-17 01:19:46 main:574] : INFO : Epoch 1935 | loss: 0.0312081 | val_loss: 0.0312088 | Time: 2922.09 ms [2022-03-17 01:19:49 main:574] : INFO : Epoch 1936 | loss: 0.0312116 | val_loss: 0.0312185 | Time: 2997 ms [2022-03-17 01:19:52 main:574] : INFO : Epoch 1937 | loss: 0.0312093 | val_loss: 0.031207 | Time: 2960.82 ms [2022-03-17 01:19:55 main:574] : INFO : Epoch 1938 | loss: 0.0312077 | val_loss: 0.0312062 | Time: 2911.92 ms [2022-03-17 01:19:58 main:574] : INFO : Epoch 1939 | loss: 0.0312087 | val_loss: 0.0312058 | Time: 2892.58 ms [2022-03-17 01:20:01 main:574] : INFO : Epoch 1940 | loss: 0.0312072 | val_loss: 0.031206 | Time: 2905.49 ms [2022-03-17 01:20:04 main:574] : INFO : Epoch 1941 | loss: 0.031208 | val_loss: 0.0312053 | Time: 2871.72 ms [2022-03-17 01:20:07 main:574] : INFO : Epoch 1942 | loss: 0.0312078 | val_loss: 0.0312096 | Time: 2838.96 ms [2022-03-17 01:20:09 main:574] : INFO : Epoch 1943 | loss: 0.0312088 | val_loss: 0.0312144 | Time: 2900.76 ms [2022-03-17 01:20:12 main:574] : INFO : Epoch 1944 | loss: 0.0312117 | val_loss: 0.0312112 | Time: 2901.65 ms [2022-03-17 01:20:15 main:574] : INFO : Epoch 1945 | loss: 0.0312077 | val_loss: 0.0312079 | Time: 2891.96 ms [2022-03-17 01:20:18 main:574] : INFO : Epoch 1946 | loss: 0.0312081 | val_loss: 0.0312066 | Time: 2836.71 ms [2022-03-17 01:20:21 main:574] : INFO : Epoch 1947 | loss: 0.0312066 | val_loss: 0.031207 | Time: 2875.63 ms [2022-03-17 01:20:24 main:574] : INFO : Epoch 1948 | loss: 0.0312065 | val_loss: 0.0312072 | Time: 2837.68 ms [2022-03-17 01:20:27 main:574] : INFO : Epoch 1949 | loss: 0.0312065 | val_loss: 0.031206 | Time: 2935.11 ms [2022-03-17 01:20:30 main:574] : INFO : Epoch 1950 | loss: 0.0312078 | val_loss: 0.0312063 | Time: 2863.04 ms [2022-03-17 01:20:33 main:574] : INFO : Epoch 1951 | loss: 0.0312076 | val_loss: 0.0312064 | Time: 2871.78 ms [2022-03-17 01:20:35 main:574] : INFO : Epoch 1952 | loss: 0.0312073 | val_loss: 0.0312057 | Time: 2915.27 ms [2022-03-17 01:20:38 main:574] : INFO : Epoch 1953 | loss: 0.0312067 | val_loss: 0.031205 | Time: 2823.08 ms [2022-03-17 01:20:41 main:574] : INFO : Epoch 1954 | loss: 0.031207 | val_loss: 0.0312064 | Time: 2836.3 ms [2022-03-17 01:20:44 main:574] : INFO : Epoch 1955 | loss: 0.0312079 | val_loss: 0.0312057 | Time: 2889.78 ms [2022-03-17 01:20:47 main:574] : INFO : Epoch 1956 | loss: 0.0312073 | val_loss: 0.0312053 | Time: 2997.03 ms [2022-03-17 01:20:50 main:574] : INFO : Epoch 1957 | loss: 0.0312117 | val_loss: 0.0312119 | Time: 2870.65 ms [2022-03-17 01:20:53 main:574] : INFO : Epoch 1958 | loss: 0.0312078 | val_loss: 0.0312173 | Time: 2881.4 ms [2022-03-17 01:20:56 main:574] : INFO : Epoch 1959 | loss: 0.0312088 | val_loss: 0.0312077 | Time: 3005.81 ms [2022-03-17 01:20:59 main:574] : INFO : Epoch 1960 | loss: 0.0312103 | val_loss: 0.0312247 | Time: 3000.43 ms [2022-03-17 01:21:02 main:574] : INFO : Epoch 1961 | loss: 0.0312119 | val_loss: 0.0312079 | Time: 2950.04 ms [2022-03-17 01:21:05 main:574] : INFO : Epoch 1962 | loss: 0.0312076 | val_loss: 0.0312077 | Time: 2903.23 ms [2022-03-17 01:21:08 main:574] : INFO : Epoch 1963 | loss: 0.0312086 | val_loss: 0.0312057 | Time: 2878.03 ms [2022-03-17 01:21:10 main:574] : INFO : Epoch 1964 | loss: 0.0312071 | val_loss: 0.0312052 | Time: 2909.44 ms [2022-03-17 01:21:13 main:574] : INFO : Epoch 1965 | loss: 0.0312067 | val_loss: 0.0312118 | Time: 2806.17 ms [2022-03-17 01:21:16 main:574] : INFO : Epoch 1966 | loss: 0.0312081 | val_loss: 0.0312055 | Time: 2857.87 ms [2022-03-17 01:21:19 main:574] : INFO : Epoch 1967 | loss: 0.0312061 | val_loss: 0.0312079 | Time: 2943.55 ms [2022-03-17 01:21:22 main:574] : INFO : Epoch 1968 | loss: 0.0312086 | val_loss: 0.0312118 | Time: 2952.35 ms [2022-03-17 01:21:25 main:574] : INFO : Epoch 1969 | loss: 0.0312075 | val_loss: 0.0312038 | Time: 2921.99 ms [2022-03-17 01:21:28 main:574] : INFO : Epoch 1970 | loss: 0.0312078 | val_loss: 0.0312054 | Time: 2905.78 ms [2022-03-17 01:21:31 main:574] : INFO : Epoch 1971 | loss: 0.0312068 | val_loss: 0.0312055 | Time: 2894.3 ms [2022-03-17 01:21:34 main:574] : INFO : Epoch 1972 | loss: 0.031206 | val_loss: 0.0312056 | Time: 2894.1 ms [2022-03-17 01:21:36 main:574] : INFO : Epoch 1973 | loss: 0.0312078 | val_loss: 0.0312066 | Time: 2870.27 ms [2022-03-17 01:21:39 main:574] : INFO : Epoch 1974 | loss: 0.0312073 | val_loss: 0.0312078 | Time: 2880.6 ms [2022-03-17 01:21:42 main:574] : INFO : Epoch 1975 | loss: 0.0312061 | val_loss: 0.0312044 | Time: 2940.34 ms [2022-03-17 01:21:45 main:574] : INFO : Epoch 1976 | loss: 0.0312083 | val_loss: 0.0312049 | Time: 2852.88 ms [2022-03-17 01:21:48 main:574] : INFO : Epoch 1977 | loss: 0.0312077 | val_loss: 0.0312037 | Time: 2874.48 ms [2022-03-17 01:21:51 main:574] : INFO : Epoch 1978 | loss: 0.031207 | val_loss: 0.0312037 | Time: 2893.03 ms [2022-03-17 01:21:54 main:574] : INFO : Epoch 1979 | loss: 0.0312058 | val_loss: 0.0312036 | Time: 2924.46 ms [2022-03-17 01:21:57 main:574] : INFO : Epoch 1980 | loss: 0.0312055 | val_loss: 0.0312039 | Time: 2905.04 ms [2022-03-17 01:22:00 main:574] : INFO : Epoch 1981 | loss: 0.0312057 | val_loss: 0.0312041 | Time: 2958.87 ms [2022-03-17 01:22:03 main:574] : INFO : Epoch 1982 | loss: 0.0312064 | val_loss: 0.0312034 | Time: 2916.44 ms [2022-03-17 01:22:06 main:574] : INFO : Epoch 1983 | loss: 0.0312043 | val_loss: 0.0312031 | Time: 2840.35 ms [2022-03-17 01:22:08 main:574] : INFO : Epoch 1984 | loss: 0.0312052 | val_loss: 0.0312035 | Time: 2874.83 ms [2022-03-17 01:22:11 main:574] : INFO : Epoch 1985 | loss: 0.0312068 | val_loss: 0.0312094 | Time: 2819.34 ms [2022-03-17 01:22:14 main:574] : INFO : Epoch 1986 | loss: 0.0312069 | val_loss: 0.0312038 | Time: 2910.67 ms [2022-03-17 01:22:17 main:574] : INFO : Epoch 1987 | loss: 0.0312055 | val_loss: 0.0312029 | Time: 2912.72 ms [2022-03-17 01:22:20 main:574] : INFO : Epoch 1988 | loss: 0.0312059 | val_loss: 0.0312042 | Time: 2898.55 ms [2022-03-17 01:22:23 main:574] : INFO : Epoch 1989 | loss: 0.0312053 | val_loss: 0.0312036 | Time: 2981.92 ms [2022-03-17 01:22:26 main:574] : INFO : Epoch 1990 | loss: 0.0312046 | val_loss: 0.0312028 | Time: 2878.67 ms [2022-03-17 01:22:29 main:574] : INFO : Epoch 1991 | loss: 0.0312039 | val_loss: 0.0312023 | Time: 2878.76 ms [2022-03-17 01:22:32 main:574] : INFO : Epoch 1992 | loss: 0.0312046 | val_loss: 0.0312023 | Time: 2832.74 ms [2022-03-17 01:22:35 main:574] : INFO : Epoch 1993 | loss: 0.0312064 | val_loss: 0.0312074 | Time: 2951.9 ms [2022-03-17 01:22:37 main:574] : INFO : Epoch 1994 | loss: 0.0312051 | val_loss: 0.0312019 | Time: 2924.27 ms [2022-03-17 01:22:40 main:574] : INFO : Epoch 1995 | loss: 0.0312043 | val_loss: 0.0312033 | Time: 2918.97 ms [2022-03-17 01:22:43 main:574] : INFO : Epoch 1996 | loss: 0.0312056 | val_loss: 0.0312047 | Time: 2851.49 ms [2022-03-17 01:22:46 main:574] : INFO : Epoch 1997 | loss: 0.0312062 | val_loss: 0.0312035 | Time: 2911.91 ms [2022-03-17 01:22:49 main:574] : INFO : Epoch 1998 | loss: 0.0312105 | val_loss: 0.0312067 | Time: 2925.63 ms [2022-03-17 01:22:52 main:574] : INFO : Epoch 1999 | loss: 0.0312065 | val_loss: 0.0312047 | Time: 2938.06 ms [2022-03-17 01:22:55 main:574] : INFO : Epoch 2000 | loss: 0.0312053 | val_loss: 0.0312024 | Time: 2894.42 ms [2022-03-17 01:22:58 main:574] : INFO : Epoch 2001 | loss: 0.0312052 | val_loss: 0.0312027 | Time: 2934.95 ms [2022-03-17 01:23:01 main:574] : INFO : Epoch 2002 | loss: 0.0312049 | val_loss: 0.0312017 | Time: 2867.9 ms [2022-03-17 01:23:04 main:574] : INFO : Epoch 2003 | loss: 0.0312031 | val_loss: 0.0312013 | Time: 2919.72 ms [2022-03-17 01:23:07 main:574] : INFO : Epoch 2004 | loss: 0.031203 | val_loss: 0.0312007 | Time: 2949.06 ms [2022-03-17 01:23:10 main:574] : INFO : Epoch 2005 | loss: 0.0312029 | val_loss: 0.0312041 | Time: 2987.41 ms [2022-03-17 01:23:13 main:574] : INFO : Epoch 2006 | loss: 0.0312054 | val_loss: 0.0312049 | Time: 2931.77 ms [2022-03-17 01:23:15 main:574] : INFO : Epoch 2007 | loss: 0.0312071 | val_loss: 0.0312045 | Time: 2889.78 ms [2022-03-17 01:23:18 main:574] : INFO : Epoch 2008 | loss: 0.0312034 | val_loss: 0.0312014 | Time: 2946.45 ms [2022-03-17 01:23:21 main:574] : INFO : Epoch 2009 | loss: 0.0312054 | val_loss: 0.0312028 | Time: 2949.4 ms [2022-03-17 01:23:24 main:574] : INFO : Epoch 2010 | loss: 0.0312066 | val_loss: 0.0312011 | Time: 2864.75 ms [2022-03-17 01:23:27 main:574] : INFO : Epoch 2011 | loss: 0.031204 | val_loss: 0.0312029 | Time: 2921.87 ms [2022-03-17 01:23:30 main:574] : INFO : Epoch 2012 | loss: 0.0312037 | val_loss: 0.0312013 | Time: 2977.68 ms [2022-03-17 01:23:33 main:574] : INFO : Epoch 2013 | loss: 0.0312031 | val_loss: 0.0312002 | Time: 2858.88 ms [2022-03-17 01:23:36 main:574] : INFO : Epoch 2014 | loss: 0.0312063 | val_loss: 0.0312019 | Time: 2893.89 ms [2022-03-17 01:23:39 main:574] : INFO : Epoch 2015 | loss: 0.0312042 | val_loss: 0.0312186 | Time: 3042.79 ms [2022-03-17 01:23:42 main:574] : INFO : Epoch 2016 | loss: 0.0312093 | val_loss: 0.0312068 | Time: 2901.26 ms [2022-03-17 01:23:45 main:574] : INFO : Epoch 2017 | loss: 0.0312035 | val_loss: 0.031201 | Time: 2863.13 ms [2022-03-17 01:23:48 main:574] : INFO : Epoch 2018 | loss: 0.0312061 | val_loss: 0.0312001 | Time: 2920.86 ms [2022-03-17 01:23:50 main:574] : INFO : Epoch 2019 | loss: 0.0312042 | val_loss: 0.0312013 | Time: 2864.45 ms [2022-03-17 01:23:53 main:574] : INFO : Epoch 2020 | loss: 0.0312023 | val_loss: 0.031201 | Time: 2917.26 ms [2022-03-17 01:23:56 main:574] : INFO : Epoch 2021 | loss: 0.0312021 | val_loss: 0.0312001 | Time: 2848.93 ms [2022-03-17 01:23:59 main:574] : INFO : Epoch 2022 | loss: 0.0312015 | val_loss: 0.0312006 | Time: 2906.35 ms [2022-03-17 01:24:02 main:574] : INFO : Epoch 2023 | loss: 0.0312022 | val_loss: 0.0312035 | Time: 2859.68 ms [2022-03-17 01:24:05 main:574] : INFO : Epoch 2024 | loss: 0.0312028 | val_loss: 0.0312014 | Time: 2904.82 ms [2022-03-17 01:24:08 main:574] : INFO : Epoch 2025 | loss: 0.031202 | val_loss: 0.0312033 | Time: 2921.71 ms [2022-03-17 01:24:11 main:574] : INFO : Epoch 2026 | loss: 0.0312048 | val_loss: 0.0312045 | Time: 2834.46 ms [2022-03-17 01:24:14 main:574] : INFO : Epoch 2027 | loss: 0.031206 | val_loss: 0.0312138 | Time: 3025.16 ms [2022-03-17 01:24:17 main:574] : INFO : Epoch 2028 | loss: 0.0312057 | val_loss: 0.0312045 | Time: 2918.75 ms [2022-03-17 01:24:20 main:574] : INFO : Epoch 2029 | loss: 0.0312039 | val_loss: 0.0312003 | Time: 2916.14 ms [2022-03-17 01:24:22 main:574] : INFO : Epoch 2030 | loss: 0.0312041 | val_loss: 0.031203 | Time: 2887.69 ms [2022-03-17 01:24:25 main:574] : INFO : Epoch 2031 | loss: 0.031205 | val_loss: 0.0312146 | Time: 2894.88 ms [2022-03-17 01:24:28 main:574] : INFO : Epoch 2032 | loss: 0.0312048 | val_loss: 0.0312044 | Time: 2896.72 ms [2022-03-17 01:24:31 main:574] : INFO : Epoch 2033 | loss: 0.0312036 | val_loss: 0.0312001 | Time: 2908.6 ms [2022-03-17 01:24:34 main:574] : INFO : Epoch 2034 | loss: 0.0312019 | val_loss: 0.0312007 | Time: 2879.39 ms [2022-03-17 01:24:37 main:574] : INFO : Epoch 2035 | loss: 0.0312021 | val_loss: 0.0311997 | Time: 2857.36 ms [2022-03-17 01:24:40 main:574] : INFO : Epoch 2036 | loss: 0.0312029 | val_loss: 0.0312095 | Time: 2921.91 ms [2022-03-17 01:24:43 main:574] : INFO : Epoch 2037 | loss: 0.0312018 | val_loss: 0.0311994 | Time: 2943.95 ms [2022-03-17 01:24:46 main:574] : INFO : Epoch 2038 | loss: 0.0312014 | val_loss: 0.0312011 | Time: 2963.09 ms [2022-03-17 01:24:49 main:574] : INFO : Epoch 2039 | loss: 0.0312037 | val_loss: 0.0312048 | Time: 2848.37 ms [2022-03-17 01:24:51 main:574] : INFO : Epoch 2040 | loss: 0.0312067 | val_loss: 0.0312086 | Time: 2918.57 ms [2022-03-17 01:24:54 main:574] : INFO : Epoch 2041 | loss: 0.0312019 | val_loss: 0.0312001 | Time: 2889.17 ms [2022-03-17 01:24:57 main:574] : INFO : Epoch 2042 | loss: 0.0312022 | val_loss: 0.031204 | Time: 2900.23 ms [2022-03-17 01:25:00 main:574] : INFO : Epoch 2043 | loss: 0.0312048 | val_loss: 0.0312004 | Time: 2870.43 ms [2022-03-17 01:25:03 main:574] : INFO : Epoch 2044 | loss: 0.031202 | val_loss: 0.0312014 | Time: 2837.09 ms [2022-03-17 01:25:06 main:574] : INFO : Epoch 2045 | loss: 0.0312016 | val_loss: 0.0312003 | Time: 2872.1 ms [2022-03-17 01:25:09 main:574] : INFO : Epoch 2046 | loss: 0.0312018 | val_loss: 0.0311989 | Time: 2904.1 ms [2022-03-17 01:25:12 main:574] : INFO : Epoch 2047 | loss: 0.0312028 | val_loss: 0.0311986 | Time: 2849.73 ms [2022-03-17 01:25:14 main:574] : INFO : Epoch 2048 | loss: 0.0312022 | val_loss: 0.0311988 | Time: 2823.79 ms [2022-03-17 01:25:14 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311988 [2022-03-17 01:25:14 main:603] : INFO : Saving end state to config to file [2022-03-17 01:25:14 main:608] : INFO : Success, exiting.. 01:25:15 (10592): called boinc_finish(0) </stderr_txt> ]]>
©2022 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)