Task 13967891
| Name | ParityModified-1647048702-26368-2-0_0 |
| Workunit | 11040019 |
| Created | 29 Mar 2022, 11:26:52 UTC |
| Sent | 2 Apr 2022, 6:05:27 UTC |
| Report deadline | 10 Apr 2022, 6:05:27 UTC |
| Received | 4 Apr 2022, 18:32:23 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 14331 |
| Run time | 1 hours 37 min 41 sec |
| CPU time | 1 hours 33 min 5 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 7,469.75 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.35 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> ain:574] : INFO : Epoch 1542 | loss: 0.0312238 | val_loss: 0.0312273 | Time: 2926.07 ms [2022-04-04 11:07:28 main:574] : INFO : Epoch 1543 | loss: 0.0312223 | val_loss: 0.0312321 | Time: 2871.21 ms [2022-04-04 11:07:31 main:574] : INFO : Epoch 1544 | loss: 0.0312242 | val_loss: 0.0312263 | Time: 2949.83 ms [2022-04-04 11:07:34 main:574] : INFO : Epoch 1545 | loss: 0.0312225 | val_loss: 0.0312289 | Time: 2913.74 ms [2022-04-04 11:07:37 main:574] : INFO : Epoch 1546 | loss: 0.0312218 | val_loss: 0.0312262 | Time: 2877.95 ms [2022-04-04 11:07:40 main:574] : INFO : Epoch 1547 | loss: 0.031222 | val_loss: 0.0312284 | Time: 2989.53 ms [2022-04-04 11:07:43 main:574] : INFO : Epoch 1548 | loss: 0.0312226 | val_loss: 0.0312282 | Time: 2886.95 ms [2022-04-04 11:07:46 main:574] : INFO : Epoch 1549 | loss: 0.031223 | val_loss: 0.0312259 | Time: 2934.41 ms [2022-04-04 11:07:49 main:574] : INFO : Epoch 1550 | loss: 0.0312207 | val_loss: 0.0312266 | Time: 2939.28 ms [2022-04-04 11:07:52 main:574] : INFO : Epoch 1551 | loss: 0.031222 | val_loss: 0.031227 | Time: 2972.44 ms [2022-04-04 11:07:55 main:574] : INFO : Epoch 1552 | loss: 0.0312242 | val_loss: 0.0312298 | Time: 3036.14 ms [2022-04-04 11:07:58 main:574] : INFO : Epoch 1553 | loss: 0.0312235 | val_loss: 0.0312263 | Time: 2913.51 ms [2022-04-04 11:08:01 main:574] : INFO : Epoch 1554 | loss: 0.0312218 | val_loss: 0.0312307 | Time: 2989.57 ms [2022-04-04 11:08:03 main:574] : INFO : Epoch 1555 | loss: 0.0312225 | val_loss: 0.0312324 | Time: 2945.42 ms [2022-04-04 11:08:06 main:574] : INFO : Epoch 1556 | loss: 0.0312456 | val_loss: 0.0312484 | Time: 2915.94 ms [2022-04-04 11:08:09 main:574] : INFO : Epoch 1557 | loss: 0.0312458 | val_loss: 0.0312512 | Time: 2847.05 ms [2022-04-04 11:08:12 main:574] : INFO : Epoch 1558 | loss: 0.0312487 | val_loss: 0.0312489 | Time: 2877.98 ms [2022-04-04 11:08:15 main:574] : INFO : Epoch 1559 | loss: 0.0312481 | val_loss: 0.0312488 | Time: 2956.01 ms [2022-04-04 11:08:18 main:574] : INFO : Epoch 1560 | loss: 0.0312479 | val_loss: 0.0312491 | Time: 2940.27 ms [2022-04-04 11:08:21 main:574] : INFO : Epoch 1561 | loss: 0.0312465 | val_loss: 0.031248 | Time: 2971.31 ms [2022-04-04 11:08:24 main:574] : INFO : Epoch 1562 | loss: 0.0312452 | val_loss: 0.0312485 | Time: 2914.45 ms [2022-04-04 11:08:27 main:574] : INFO : Epoch 1563 | loss: 0.0312446 | val_loss: 0.0312488 | Time: 3016.64 ms [2022-04-04 11:08:30 main:574] : INFO : Epoch 1564 | loss: 0.0312435 | val_loss: 0.0312476 | Time: 2901.05 ms [2022-04-04 11:08:33 main:574] : INFO : Epoch 1565 | loss: 0.0312425 | val_loss: 0.0312501 | Time: 2999.58 ms [2022-04-04 11:08:36 main:574] : INFO : Epoch 1566 | loss: 0.0312446 | val_loss: 0.0312499 | Time: 2937.63 ms [2022-04-04 11:08:39 main:574] : INFO : Epoch 1567 | loss: 0.0312448 | val_loss: 0.0312493 | Time: 2931.17 ms [2022-04-04 11:08:42 main:574] : INFO : Epoch 1568 | loss: 0.0312418 | val_loss: 0.0312446 | Time: 2939.79 ms [2022-04-04 11:08:45 main:574] : INFO : Epoch 1569 | loss: 0.0312427 | val_loss: 0.0312439 | Time: 3002.45 ms [2022-04-04 11:08:48 main:574] : INFO : Epoch 1570 | loss: 0.0312424 | val_loss: 0.0312457 | Time: 2961.88 ms [2022-04-04 11:08:51 main:574] : INFO : Epoch 1571 | loss: 0.0312402 | val_loss: 0.031243 | Time: 2932.78 ms [2022-04-04 11:08:54 main:574] : INFO : Epoch 1572 | loss: 0.0312386 | val_loss: 0.0312426 | Time: 2979.57 ms [2022-04-04 11:08:56 main:574] : INFO : Epoch 1573 | loss: 0.03124 | val_loss: 0.0312447 | Time: 2932.77 ms [2022-04-04 11:08:59 main:574] : INFO : Epoch 1574 | loss: 0.0312403 | val_loss: 0.0312411 | Time: 2938.31 ms [2022-04-04 11:09:02 main:574] : INFO : Epoch 1575 | loss: 0.0312382 | val_loss: 0.0312438 | Time: 2909.62 ms [2022-04-04 11:09:05 main:574] : INFO : Epoch 1576 | loss: 0.0312387 | val_loss: 0.0312394 | Time: 2934.98 ms [2022-04-04 11:09:08 main:574] : INFO : Epoch 1577 | loss: 0.0312379 | val_loss: 0.0312394 | Time: 3009.89 ms [2022-04-04 11:09:11 main:574] : INFO : Epoch 1578 | loss: 0.0312374 | val_loss: 0.0312416 | Time: 2917.44 ms [2022-04-04 11:09:14 main:574] : INFO : Epoch 1579 | loss: 0.0312401 | val_loss: 0.0312439 | Time: 2964.99 ms [2022-04-04 11:09:17 main:574] : INFO : Epoch 1580 | loss: 0.0312425 | val_loss: 0.031243 | Time: 2957.24 ms [2022-04-04 11:09:20 main:574] : INFO : Epoch 1581 | loss: 0.0312382 | val_loss: 0.0312397 | Time: 2871.99 ms [2022-04-04 11:09:23 main:574] : INFO : Epoch 1582 | loss: 0.0312383 | val_loss: 0.0312382 | Time: 2917.34 ms [2022-04-04 11:09:26 main:574] : INFO : Epoch 1583 | loss: 0.0312415 | val_loss: 0.0312449 | Time: 3019.1 ms [2022-04-04 11:09:29 main:574] : INFO : Epoch 1584 | loss: 0.0312395 | val_loss: 0.0312412 | Time: 2916.03 ms [2022-04-04 11:09:32 main:574] : INFO : Epoch 1585 | loss: 0.0312385 | val_loss: 0.0312464 | Time: 2883.14 ms [2022-04-04 11:09:35 main:574] : INFO : Epoch 1586 | loss: 0.0312426 | val_loss: 0.0312403 | Time: 2946.33 ms [2022-04-04 11:09:38 main:574] : INFO : Epoch 1587 | loss: 0.0312389 | val_loss: 0.0312421 | Time: 2949.18 ms [2022-04-04 11:09:41 main:574] : INFO : Epoch 1588 | loss: 0.0312383 | val_loss: 0.0312397 | Time: 2978.97 ms [2022-04-04 11:09:44 main:574] : INFO : Epoch 1589 | loss: 0.0312395 | val_loss: 0.031241 | Time: 2910.35 ms [2022-04-04 11:09:47 main:574] : INFO : Epoch 1590 | loss: 0.0312369 | val_loss: 0.0312497 | Time: 2944.29 ms [2022-04-04 11:09:49 main:574] : INFO : Epoch 1591 | loss: 0.0312376 | val_loss: 0.0312382 | Time: 2939.24 ms [2022-04-04 11:09:52 main:574] : INFO : Epoch 1592 | loss: 0.0312368 | val_loss: 0.0312372 | Time: 2841 ms [2022-04-04 11:09:55 main:574] : INFO : Epoch 1593 | loss: 0.0312371 | val_loss: 0.0312379 | Time: 2966.13 ms [2022-04-04 11:09:58 main:574] : INFO : Epoch 1594 | loss: 0.0312367 | val_loss: 0.0312417 | Time: 2983.96 ms [2022-04-04 11:10:01 main:574] : INFO : Epoch 1595 | loss: 0.0312393 | val_loss: 0.0312459 | Time: 2952.79 ms [2022-04-04 11:10:04 main:574] : INFO : Epoch 1596 | loss: 0.0312429 | val_loss: 0.0312504 | Time: 2927.11 ms [2022-04-04 11:10:07 main:574] : INFO : Epoch 1597 | loss: 0.0312443 | val_loss: 0.0312417 | Time: 2898.19 ms [2022-04-04 11:10:10 main:574] : INFO : Epoch 1598 | loss: 0.0312382 | val_loss: 0.0312391 | Time: 2908.43 ms [2022-04-04 11:10:13 main:574] : INFO : Epoch 1599 | loss: 0.0312356 | val_loss: 0.0312377 | Time: 2936.74 ms [2022-04-04 11:10:16 main:574] : INFO : Epoch 1600 | loss: 0.0312367 | val_loss: 0.0312408 | Time: 2919.67 ms [2022-04-04 11:10:19 main:574] : INFO : Epoch 1601 | loss: 0.0312371 | val_loss: 0.0312399 | Time: 2865.3 ms [2022-04-04 11:10:22 main:574] : INFO : Epoch 1602 | loss: 0.0312366 | val_loss: 0.0312423 | Time: 2966.72 ms [2022-04-04 11:10:25 main:574] : INFO : Epoch 1603 | loss: 0.0312409 | val_loss: 0.031239 | Time: 3033.81 ms [2022-04-04 11:10:28 main:574] : INFO : Epoch 1604 | loss: 0.0312352 | val_loss: 0.0312376 | Time: 2916.89 ms [2022-04-04 11:10:31 main:574] : INFO : Epoch 1605 | loss: 0.0312348 | val_loss: 0.0312383 | Time: 2917.82 ms [2022-04-04 11:10:33 main:574] : INFO : Epoch 1606 | loss: 0.0312354 | val_loss: 0.0312418 | Time: 2953.07 ms [2022-04-04 11:10:36 main:574] : INFO : Epoch 1607 | loss: 0.0312358 | val_loss: 0.0312377 | Time: 2908.34 ms [2022-04-04 11:10:39 main:574] : INFO : Epoch 1608 | loss: 0.0312352 | val_loss: 0.031237 | Time: 3024.78 ms [2022-04-04 11:10:42 main:574] : INFO : Epoch 1609 | loss: 0.0312357 | val_loss: 0.0312384 | Time: 2932.71 ms [2022-04-04 11:10:45 main:574] : INFO : Epoch 1610 | loss: 0.0312368 | val_loss: 0.0312418 | Time: 3009.01 ms [2022-04-04 11:10:48 main:574] : INFO : Epoch 1611 | loss: 0.031237 | val_loss: 0.031243 | Time: 2957.09 ms [2022-04-04 11:10:51 main:574] : INFO : Epoch 1612 | loss: 0.0312398 | val_loss: 0.0312457 | Time: 2913.64 ms [2022-04-04 11:10:54 main:574] : INFO : Epoch 1613 | loss: 0.0312377 | val_loss: 0.0312435 | Time: 2979.45 ms [2022-04-04 11:10:57 main:574] : INFO : Epoch 1614 | loss: 0.0312358 | val_loss: 0.0312397 | Time: 2994.15 ms [2022-04-04 11:11:00 main:574] : INFO : Epoch 1615 | loss: 0.0312355 | val_loss: 0.0312397 | Time: 2913.87 ms [2022-04-04 11:11:03 main:574] : INFO : Epoch 1616 | loss: 0.0312356 | val_loss: 0.0312373 | Time: 2935.69 ms [2022-04-04 11:11:06 main:574] : INFO : Epoch 1617 | loss: 0.0312392 | val_loss: 0.031242 | Time: 2876.51 ms [2022-04-04 11:11:09 main:574] : INFO : Epoch 1618 | loss: 0.0312452 | val_loss: 0.0312432 | Time: 2956.72 ms [2022-04-04 11:11:12 main:574] : INFO : Epoch 1619 | loss: 0.0312374 | val_loss: 0.0312411 | Time: 2945.6 ms [2022-04-04 11:11:15 main:574] : INFO : Epoch 1620 | loss: 0.0312375 | val_loss: 0.0312383 | Time: 2913.18 ms [2022-04-04 11:11:18 main:574] : INFO : Epoch 1621 | loss: 0.0312348 | val_loss: 0.0312385 | Time: 2998.59 ms [2022-04-04 11:11:21 main:574] : INFO : Epoch 1622 | loss: 0.0312371 | val_loss: 0.0312403 | Time: 2949.04 ms [2022-04-04 11:11:24 main:574] : INFO : Epoch 1623 | loss: 0.0312398 | val_loss: 0.0312402 | Time: 2961.89 ms [2022-04-04 11:11:27 main:574] : INFO : Epoch 1624 | loss: 0.0312347 | val_loss: 0.0312457 | Time: 2971.51 ms [2022-04-04 11:11:30 main:574] : INFO : Epoch 1625 | loss: 0.0312368 | val_loss: 0.0312376 | Time: 2962.28 ms [2022-04-04 11:11:33 main:574] : INFO : Epoch 1626 | loss: 0.0312362 | val_loss: 0.0312377 | Time: 2910.63 ms [2022-04-04 11:11:36 main:574] : INFO : Epoch 1627 | loss: 0.0312344 | val_loss: 0.0312396 | Time: 2969.11 ms [2022-04-04 11:11:38 main:574] : INFO : Epoch 1628 | loss: 0.0312371 | val_loss: 0.0312371 | Time: 2884.57 ms [2022-04-04 11:11:41 main:574] : INFO : Epoch 1629 | loss: 0.0312344 | val_loss: 0.0312397 | Time: 2956.42 ms [2022-04-04 11:11:44 main:574] : INFO : Epoch 1630 | loss: 0.0312356 | val_loss: 0.0312373 | Time: 3006.66 ms [2022-04-04 11:11:47 main:574] : INFO : Epoch 1631 | loss: 0.031234 | val_loss: 0.0312374 | Time: 2978.53 ms [2022-04-04 11:11:50 main:574] : INFO : Epoch 1632 | loss: 0.0312348 | val_loss: 0.0312434 | Time: 2919.36 ms [2022-04-04 11:11:53 main:574] : INFO : Epoch 1633 | loss: 0.0312367 | val_loss: 0.0312388 | Time: 3046.84 ms [2022-04-04 11:11:56 main:574] : INFO : Epoch 1634 | loss: 0.0312372 | val_loss: 0.0312378 | Time: 2938.1 ms [2022-04-04 11:11:59 main:574] : INFO : Epoch 1635 | loss: 0.031234 | val_loss: 0.0312376 | Time: 2894.93 ms [2022-04-04 11:12:02 main:574] : INFO : Epoch 1636 | loss: 0.0312349 | val_loss: 0.0312402 | Time: 2914.04 ms [2022-04-04 11:12:05 main:574] : INFO : Epoch 1637 | loss: 0.0312347 | val_loss: 0.0312369 | Time: 2933.99 ms [2022-04-04 11:12:08 main:574] : INFO : Epoch 1638 | loss: 0.0312334 | val_loss: 0.03124 | Time: 2923.23 ms [2022-04-04 11:12:11 main:574] : INFO : Epoch 1639 | loss: 0.0312339 | val_loss: 0.0312475 | Time: 2958.59 ms [2022-04-04 11:12:14 main:574] : INFO : Epoch 1640 | loss: 0.0312355 | val_loss: 0.0312384 | Time: 2992.39 ms [2022-04-04 11:12:17 main:574] : INFO : Epoch 1641 | loss: 0.0312351 | val_loss: 0.0312425 | Time: 2914.71 ms [2022-04-04 11:12:20 main:574] : INFO : Epoch 1642 | loss: 0.0312368 | val_loss: 0.0312433 | Time: 2978.62 ms [2022-04-04 11:12:23 main:574] : INFO : Epoch 1643 | loss: 0.0312356 | val_loss: 0.0312365 | Time: 2875.92 ms [2022-04-04 11:12:26 main:574] : INFO : Epoch 1644 | loss: 0.0312353 | val_loss: 0.0312383 | Time: 2968.26 ms [2022-04-04 11:12:29 main:574] : INFO : Epoch 1645 | loss: 0.0312352 | val_loss: 0.0312363 | Time: 2876.29 ms [2022-04-04 11:12:31 main:574] : INFO : Epoch 1646 | loss: 0.0312348 | val_loss: 0.0312368 | Time: 2945.52 ms [2022-04-04 11:12:34 main:574] : INFO : Epoch 1647 | loss: 0.031235 | val_loss: 0.0312374 | Time: 2936.31 ms [2022-04-04 11:12:37 main:574] : INFO : Epoch 1648 | loss: 0.0312361 | val_loss: 0.0312405 | Time: 2920.38 ms [2022-04-04 11:12:40 main:574] : INFO : Epoch 1649 | loss: 0.0312373 | val_loss: 0.0312388 | Time: 2938.28 ms [2022-04-04 11:12:43 main:574] : INFO : Epoch 1650 | loss: 0.0312364 | val_loss: 0.0312372 | Time: 2910.82 ms [2022-04-04 11:12:46 main:574] : INFO : Epoch 1651 | loss: 0.0312341 | val_loss: 0.0312367 | Time: 2991.8 ms [2022-04-04 11:12:49 main:574] : INFO : Epoch 1652 | loss: 0.0312349 | val_loss: 0.0312359 | Time: 2959.3 ms [2022-04-04 11:12:52 main:574] : INFO : Epoch 1653 | loss: 0.0312343 | val_loss: 0.0312383 | Time: 2961.18 ms [2022-04-04 11:12:55 main:574] : INFO : Epoch 1654 | loss: 0.031234 | val_loss: 0.0312373 | Time: 2932.9 ms [2022-04-04 11:12:58 main:574] : INFO : Epoch 1655 | loss: 0.0312346 | val_loss: 0.0312367 | Time: 2929.25 ms [2022-04-04 11:13:01 main:574] : INFO : Epoch 1656 | loss: 0.031242 | val_loss: 0.0312379 | Time: 3020.37 ms [2022-04-04 11:13:04 main:574] : INFO : Epoch 1657 | loss: 0.0312383 | val_loss: 0.0312402 | Time: 2986.53 ms [2022-04-04 11:13:07 main:574] : INFO : Epoch 1658 | loss: 0.0312383 | val_loss: 0.0312367 | Time: 2870.26 ms [2022-04-04 11:13:10 main:574] : INFO : Epoch 1659 | loss: 0.0312365 | val_loss: 0.0312459 | Time: 2910.37 ms [2022-04-04 11:13:13 main:574] : INFO : Epoch 1660 | loss: 0.0312432 | val_loss: 0.0312449 | Time: 2973.33 ms [2022-04-04 11:13:16 main:574] : INFO : Epoch 1661 | loss: 0.0312365 | val_loss: 0.0312366 | Time: 2898.22 ms [2022-04-04 11:13:19 main:574] : INFO : Epoch 1662 | loss: 0.0312344 | val_loss: 0.0312395 | Time: 2968.72 ms [2022-04-04 11:13:22 main:574] : INFO : Epoch 1663 | loss: 0.031236 | val_loss: 0.0312383 | Time: 2933.42 ms [2022-04-04 11:13:25 main:574] : INFO : Epoch 1664 | loss: 0.0312334 | val_loss: 0.0312386 | Time: 2941.1 ms [2022-04-04 11:13:27 main:574] : INFO : Epoch 1665 | loss: 0.0312343 | val_loss: 0.0312372 | Time: 2893.12 ms [2022-04-04 11:13:30 main:574] : INFO : Epoch 1666 | loss: 0.0312331 | val_loss: 0.0312363 | Time: 2973.11 ms [2022-04-04 11:13:33 main:574] : INFO : Epoch 1667 | loss: 0.0312367 | val_loss: 0.031242 | Time: 2874.74 ms [2022-04-04 11:13:36 main:574] : INFO : Epoch 1668 | loss: 0.0312426 | val_loss: 0.0312426 | Time: 2947.64 ms [2022-04-04 11:13:39 main:574] : INFO : Epoch 1669 | loss: 0.0312394 | val_loss: 0.0312397 | Time: 2979.55 ms [2022-04-04 11:13:42 main:574] : INFO : Epoch 1670 | loss: 0.0312383 | val_loss: 0.0312405 | Time: 2979.83 ms [2022-04-04 11:13:45 main:574] : INFO : Epoch 1671 | loss: 0.0312369 | val_loss: 0.0312355 | Time: 2953.85 ms [2022-04-04 11:13:48 main:574] : INFO : Epoch 1672 | loss: 0.0312342 | val_loss: 0.0312349 | Time: 3024.73 ms [2022-04-04 11:13:51 main:574] : INFO : Epoch 1673 | loss: 0.0312336 | val_loss: 0.0312346 | Time: 2894.3 ms [2022-04-04 11:13:54 main:574] : INFO : Epoch 1674 | loss: 0.0312338 | val_loss: 0.0312348 | Time: 3112.94 ms [2022-04-04 11:13:57 main:574] : INFO : Epoch 1675 | loss: 0.0312332 | val_loss: 0.0312351 | Time: 2956.07 ms [2022-04-04 11:14:00 main:574] : INFO : Epoch 1676 | loss: 0.0312337 | val_loss: 0.0312349 | Time: 2938.43 ms [2022-04-04 11:14:03 main:574] : INFO : Epoch 1677 | loss: 0.0312334 | val_loss: 0.0312343 | Time: 2902.94 ms [2022-04-04 11:14:06 main:574] : INFO : Epoch 1678 | loss: 0.031233 | val_loss: 0.0312354 | Time: 2937.61 ms [2022-04-04 11:14:09 main:574] : INFO : Epoch 1679 | loss: 0.0312338 | val_loss: 0.0312353 | Time: 2909.66 ms [2022-04-04 11:14:12 main:574] : INFO : Epoch 1680 | loss: 0.0312325 | val_loss: 0.031234 | Time: 2944.89 ms [2022-04-04 11:14:15 main:574] : INFO : Epoch 1681 | loss: 0.0312335 | val_loss: 0.031235 | Time: 2949.24 ms [2022-04-04 11:14:18 main:574] : INFO : Epoch 1682 | loss: 0.031235 | val_loss: 0.0312383 | Time: 2926.18 ms [2022-04-04 11:14:21 main:574] : INFO : Epoch 1683 | loss: 0.0312347 | val_loss: 0.0312348 | Time: 2936.21 ms [2022-04-04 11:14:24 main:574] : INFO : Epoch 1684 | loss: 0.0312354 | val_loss: 0.0312361 | Time: 2939.6 ms [2022-04-04 11:14:27 main:574] : INFO : Epoch 1685 | loss: 0.0312382 | val_loss: 0.0312386 | Time: 2986.41 ms [2022-04-04 11:14:29 main:574] : INFO : Epoch 1686 | loss: 0.0312343 | val_loss: 0.0312353 | Time: 2924.58 ms [2022-04-04 11:14:32 main:574] : INFO : Epoch 1687 | loss: 0.0312337 | val_loss: 0.0312351 | Time: 2878.7 ms [2022-04-04 11:14:35 main:574] : INFO : Epoch 1688 | loss: 0.031232 | val_loss: 0.0312335 | Time: 3022.13 ms [2022-04-04 11:14:38 main:574] : INFO : Epoch 1689 | loss: 0.0312325 | val_loss: 0.0312362 | Time: 2904.44 ms [2022-04-04 11:14:41 main:574] : INFO : Epoch 1690 | loss: 0.0312339 | val_loss: 0.0312348 | Time: 3013.16 ms [2022-04-04 11:14:44 main:574] : INFO : Epoch 1691 | loss: 0.0312334 | val_loss: 0.0312382 | Time: 2921.58 ms [2022-04-04 11:14:47 main:574] : INFO : Epoch 1692 | loss: 0.0312332 | val_loss: 0.0312335 | Time: 2905.93 ms [2022-04-04 11:14:50 main:574] : INFO : Epoch 1693 | loss: 0.0312316 | val_loss: 0.0312336 | Time: 2974.56 ms [2022-04-04 11:14:53 main:574] : INFO : Epoch 1694 | loss: 0.0312312 | val_loss: 0.0312373 | Time: 2907.01 ms [2022-04-04 11:14:56 main:574] : INFO : Epoch 1695 | loss: 0.0312323 | val_loss: 0.0312332 | Time: 2955.03 ms [2022-04-04 11:14:59 main:574] : INFO : Epoch 1696 | loss: 0.0312322 | val_loss: 0.0312343 | Time: 2982.2 ms [2022-04-04 11:15:02 main:574] : INFO : Epoch 1697 | loss: 0.031232 | val_loss: 0.0312326 | Time: 2985.26 ms [2022-04-04 11:15:05 main:574] : INFO : Epoch 1698 | loss: 0.0312315 | val_loss: 0.0312335 | Time: 2873.84 ms [2022-04-04 11:15:08 main:574] : INFO : Epoch 1699 | loss: 0.031233 | val_loss: 0.0312365 | Time: 2922.21 ms [2022-04-04 11:15:11 main:574] : INFO : Epoch 1700 | loss: 0.0312334 | val_loss: 0.0312371 | Time: 2977.73 ms [2022-04-04 11:15:14 main:574] : INFO : Epoch 1701 | loss: 0.0312338 | val_loss: 0.0312412 | Time: 2939.44 ms [2022-04-04 11:15:17 main:574] : INFO : Epoch 1702 | loss: 0.0312375 | val_loss: 0.0312344 | Time: 2921.88 ms [2022-04-04 11:15:20 main:574] : INFO : Epoch 1703 | loss: 0.0312318 | val_loss: 0.0312339 | Time: 2956.74 ms [2022-04-04 11:15:22 main:574] : INFO : Epoch 1704 | loss: 0.0312333 | val_loss: 0.0312334 | Time: 2894.91 ms [2022-04-04 11:15:26 main:574] : INFO : Epoch 1705 | loss: 0.0312346 | val_loss: 0.031233 | Time: 3093.8 ms [2022-04-04 11:15:29 main:574] : INFO : Epoch 1706 | loss: 0.0312338 | val_loss: 0.0312374 | Time: 2948.2 ms [2022-04-04 11:15:31 main:574] : INFO : Epoch 1707 | loss: 0.0312334 | val_loss: 0.0312412 | Time: 2922.95 ms [2022-04-04 11:15:34 main:574] : INFO : Epoch 1708 | loss: 0.031233 | val_loss: 0.0312343 | Time: 3001.13 ms [2022-04-04 11:15:37 main:574] : INFO : Epoch 1709 | loss: 0.0312351 | val_loss: 0.0312357 | Time: 2869.94 ms [2022-04-04 11:15:40 main:574] : INFO : Epoch 1710 | loss: 0.0312324 | val_loss: 0.031233 | Time: 3072.42 ms [2022-04-04 11:15:43 main:574] : INFO : Epoch 1711 | loss: 0.0312352 | val_loss: 0.0312402 | Time: 2869.47 ms [2022-04-04 11:15:46 main:574] : INFO : Epoch 1712 | loss: 0.0312324 | val_loss: 0.0312367 | Time: 2909.36 ms [2022-04-04 11:15:49 main:574] : INFO : Epoch 1713 | loss: 0.031236 | val_loss: 0.0312372 | Time: 2911.34 ms [2022-04-04 11:15:52 main:574] : INFO : Epoch 1714 | loss: 0.0312322 | val_loss: 0.0312346 | Time: 2908.77 ms [2022-04-04 11:15:55 main:574] : INFO : Epoch 1715 | loss: 0.0312345 | val_loss: 0.031233 | Time: 2856.01 ms [2022-04-04 11:15:58 main:574] : INFO : Epoch 1716 | loss: 0.0312354 | val_loss: 0.0312416 | Time: 2932.55 ms [2022-04-04 11:16:01 main:574] : INFO : Epoch 1717 | loss: 0.0312333 | val_loss: 0.0312325 | Time: 2873.23 ms [2022-04-04 11:16:04 main:574] : INFO : Epoch 1718 | loss: 0.0312343 | val_loss: 0.0312394 | Time: 2894.92 ms [2022-04-04 11:16:06 main:574] : INFO : Epoch 1719 | loss: 0.0312341 | val_loss: 0.0312343 | Time: 2921.12 ms [2022-04-04 11:16:09 main:574] : INFO : Epoch 1720 | loss: 0.0312318 | val_loss: 0.0312324 | Time: 2887.77 ms [2022-04-04 11:16:12 main:574] : INFO : Epoch 1721 | loss: 0.0312314 | val_loss: 0.0312324 | Time: 2935.17 ms [2022-04-04 11:16:15 main:574] : INFO : Epoch 1722 | loss: 0.0312322 | val_loss: 0.0312346 | Time: 2948.96 ms [2022-04-04 11:16:18 main:574] : INFO : Epoch 1723 | loss: 0.0312325 | val_loss: 0.0312317 | Time: 2928.49 ms [2022-04-04 11:16:21 main:574] : INFO : Epoch 1724 | loss: 0.0312342 | val_loss: 0.0312374 | Time: 2921.17 ms [2022-04-04 11:16:24 main:574] : INFO : Epoch 1725 | loss: 0.0312314 | val_loss: 0.0312318 | Time: 2928.43 ms [2022-04-04 11:16:27 main:574] : INFO : Epoch 1726 | loss: 0.0312311 | val_loss: 0.0312321 | Time: 2969.4 ms [2022-04-04 11:16:30 main:574] : INFO : Epoch 1727 | loss: 0.0312314 | val_loss: 0.0312369 | Time: 2975.32 ms [2022-04-04 11:16:33 main:574] : INFO : Epoch 1728 | loss: 0.0312372 | val_loss: 0.0312415 | Time: 2936.78 ms [2022-04-04 11:16:36 main:574] : INFO : Epoch 1729 | loss: 0.031235 | val_loss: 0.0312333 | Time: 2922.28 ms [2022-04-04 11:16:39 main:574] : INFO : Epoch 1730 | loss: 0.0312314 | val_loss: 0.031232 | Time: 2968.23 ms [2022-04-04 11:16:42 main:574] : INFO : Epoch 1731 | loss: 0.03123 | val_loss: 0.0312347 | Time: 2940.82 ms [2022-04-04 11:16:45 main:574] : INFO : Epoch 1732 | loss: 0.0312312 | val_loss: 0.031232 | Time: 2960.37 ms [2022-04-04 11:16:48 main:574] : INFO : Epoch 1733 | loss: 0.0312331 | val_loss: 0.0312332 | Time: 2925.17 ms [2022-04-04 11:16:51 main:574] : INFO : Epoch 1734 | loss: 0.0312319 | val_loss: 0.0312326 | Time: 2933.72 ms [2022-04-04 11:16:54 main:574] : INFO : Epoch 1735 | loss: 0.0312311 | val_loss: 0.0312393 | Time: 2943.41 ms [2022-04-04 11:16:57 main:574] : INFO : Epoch 1736 | loss: 0.0312315 | val_loss: 0.0312342 | Time: 2977.92 ms [2022-04-04 11:17:00 main:574] : INFO : Epoch 1737 | loss: 0.0312337 | val_loss: 0.0312347 | Time: 2978.37 ms [2022-04-04 11:17:02 main:574] : INFO : Epoch 1738 | loss: 0.0312308 | val_loss: 0.0312327 | Time: 2931 ms [2022-04-04 11:17:05 main:574] : INFO : Epoch 1739 | loss: 0.031234 | val_loss: 0.0312368 | Time: 2851.62 ms [2022-04-04 11:17:08 main:574] : INFO : Epoch 1740 | loss: 0.0312314 | val_loss: 0.0312327 | Time: 2913.18 ms [2022-04-04 11:17:11 main:574] : INFO : Epoch 1741 | loss: 0.0312313 | val_loss: 0.0312316 | Time: 2971.4 ms [2022-04-04 11:17:14 main:574] : INFO : Epoch 1742 | loss: 0.0312296 | val_loss: 0.0312319 | Time: 2820.87 ms [2022-04-04 11:17:17 main:574] : INFO : Epoch 1743 | loss: 0.0312325 | val_loss: 0.031232 | Time: 2883.48 ms [2022-04-04 11:17:20 main:574] : INFO : Epoch 1744 | loss: 0.0312387 | val_loss: 0.0312431 | Time: 2933.75 ms [2022-04-04 11:17:23 main:574] : INFO : Epoch 1745 | loss: 0.0312353 | val_loss: 0.031235 | Time: 2928.93 ms [2022-04-04 11:17:26 main:574] : INFO : Epoch 1746 | loss: 0.0312324 | val_loss: 0.0312324 | Time: 3008.96 ms [2022-04-04 11:17:29 main:574] : INFO : Epoch 1747 | loss: 0.0312341 | val_loss: 0.0312376 | Time: 2925.83 ms [2022-04-04 11:17:32 main:574] : INFO : Epoch 1748 | loss: 0.0312315 | val_loss: 0.031232 | Time: 2968.43 ms [2022-04-04 11:17:35 main:574] : INFO : Epoch 1749 | loss: 0.0312303 | val_loss: 0.0312325 | Time: 3011.5 ms [2022-04-04 11:17:38 main:574] : INFO : Epoch 1750 | loss: 0.031231 | val_loss: 0.0312406 | Time: 2853.31 ms [2022-04-04 11:17:41 main:574] : INFO : Epoch 1751 | loss: 0.0312348 | val_loss: 0.0312323 | Time: 2946.29 ms [2022-04-04 11:17:44 main:574] : INFO : Epoch 1752 | loss: 0.0312319 | val_loss: 0.0312349 | Time: 2984.99 ms [2022-04-04 11:17:46 main:574] : INFO : Epoch 1753 | loss: 0.0312309 | val_loss: 0.0312364 | Time: 2946.73 ms [2022-04-04 11:17:49 main:574] : INFO : Epoch 1754 | loss: 0.0312328 | val_loss: 0.0312318 | Time: 2955.04 ms [2022-04-04 11:17:52 main:574] : INFO : Epoch 1755 | loss: 0.0312313 | val_loss: 0.0312359 | Time: 2999.72 ms [2022-04-04 11:17:55 main:574] : INFO : Epoch 1756 | loss: 0.0312315 | val_loss: 0.0312346 | Time: 2916.39 ms [2022-04-04 11:17:58 main:574] : INFO : Epoch 1757 | loss: 0.0312295 | val_loss: 0.031234 | Time: 2976.93 ms [2022-04-04 11:18:01 main:574] : INFO : Epoch 1758 | loss: 0.0312321 | val_loss: 0.0312329 | Time: 2910.47 ms [2022-04-04 11:18:04 main:574] : INFO : Epoch 1759 | loss: 0.0312315 | val_loss: 0.0312319 | Time: 2928.5 ms [2022-04-04 11:18:07 main:574] : INFO : Epoch 1760 | loss: 0.0312304 | val_loss: 0.0312315 | Time: 2914.47 ms [2022-04-04 11:18:10 main:574] : INFO : Epoch 1761 | loss: 0.0312291 | val_loss: 0.031232 | Time: 2965.19 ms [2022-04-04 11:18:13 main:574] : INFO : Epoch 1762 | loss: 0.0312292 | val_loss: 0.0312316 | Time: 2898.25 ms [2022-04-04 11:18:16 main:574] : INFO : Epoch 1763 | loss: 0.0312289 | val_loss: 0.0312313 | Time: 2981.86 ms [2022-04-04 11:18:19 main:574] : INFO : Epoch 1764 | loss: 0.0312293 | val_loss: 0.031232 | Time: 2915.45 ms [2022-04-04 11:18:22 main:574] : INFO : Epoch 1765 | loss: 0.0312293 | val_loss: 0.0312327 | Time: 2876.96 ms [2022-04-04 11:18:25 main:574] : INFO : Epoch 1766 | loss: 0.0312299 | val_loss: 0.0312346 | Time: 2945.19 ms [2022-04-04 11:18:28 main:574] : INFO : Epoch 1767 | loss: 0.03123 | val_loss: 0.0312354 | Time: 2980.58 ms [2022-04-04 11:18:31 main:574] : INFO : Epoch 1768 | loss: 0.0312299 | val_loss: 0.031232 | Time: 2897.46 ms [2022-04-04 11:18:34 main:574] : INFO : Epoch 1769 | loss: 0.0312295 | val_loss: 0.0312335 | Time: 2943.02 ms [2022-04-04 11:18:36 main:574] : INFO : Epoch 1770 | loss: 0.0312303 | val_loss: 0.0312318 | Time: 2914.79 ms [2022-04-04 11:18:39 main:574] : INFO : Epoch 1771 | loss: 0.0312334 | val_loss: 0.0312351 | Time: 2925.76 ms [2022-04-04 11:18:42 main:574] : INFO : Epoch 1772 | loss: 0.0312304 | val_loss: 0.0312319 | Time: 2990.85 ms [2022-04-04 11:18:45 main:574] : INFO : Epoch 1773 | loss: 0.0312334 | val_loss: 0.0312415 | Time: 2939.74 ms [2022-04-04 11:18:48 main:574] : INFO : Epoch 1774 | loss: 0.0312328 | val_loss: 0.0312319 | Time: 2937.56 ms [2022-04-04 11:18:51 main:574] : INFO : Epoch 1775 | loss: 0.0312301 | val_loss: 0.031232 | Time: 2829.94 ms [2022-04-04 11:18:54 main:574] : INFO : Epoch 1776 | loss: 0.0312295 | val_loss: 0.0312328 | Time: 2948.05 ms [2022-04-04 11:18:57 main:574] : INFO : Epoch 1777 | loss: 0.0312288 | val_loss: 0.0312315 | Time: 2956.99 ms [2022-04-04 11:19:00 main:574] : INFO : Epoch 1778 | loss: 0.0312333 | val_loss: 0.0312352 | Time: 2958.65 ms [2022-04-04 11:19:03 main:574] : INFO : Epoch 1779 | loss: 0.0312327 | val_loss: 0.0312325 | Time: 2900.06 ms [2022-04-04 11:19:06 main:574] : INFO : Epoch 1780 | loss: 0.031232 | val_loss: 0.0312357 | Time: 2916.82 ms [2022-04-04 11:19:09 main:574] : INFO : Epoch 1781 | loss: 0.0312295 | val_loss: 0.0312317 | Time: 2909.2 ms [2022-04-04 11:19:12 main:574] : INFO : Epoch 1782 | loss: 0.0312295 | val_loss: 0.0312316 | Time: 2926.44 ms [2022-04-04 11:19:15 main:574] : INFO : Epoch 1783 | loss: 0.0312298 | val_loss: 0.0312313 | Time: 2929.42 ms [2022-04-04 11:19:17 main:574] : INFO : Epoch 1784 | loss: 0.0312299 | val_loss: 0.0312413 | Time: 2866.68 ms [2022-04-04 11:19:20 main:574] : INFO : Epoch 1785 | loss: 0.0312309 | val_loss: 0.0312338 | Time: 2910.52 ms [2022-04-04 11:19:23 main:574] : INFO : Epoch 1786 | loss: 0.0312291 | val_loss: 0.0312319 | Time: 2933.68 ms [2022-04-04 11:19:26 main:574] : INFO : Epoch 1787 | loss: 0.0312286 | val_loss: 0.0312315 | Time: 2857.91 ms [2022-04-04 11:19:29 main:574] : INFO : Epoch 1788 | loss: 0.0312307 | val_loss: 0.0312323 | Time: 2991.08 ms [2022-04-04 11:19:32 main:574] : INFO : Epoch 1789 | loss: 0.0312301 | val_loss: 0.0312311 | Time: 2944.59 ms [2022-04-04 11:19:35 main:574] : INFO : Epoch 1790 | loss: 0.0312291 | val_loss: 0.0312315 | Time: 2865.18 ms [2022-04-04 11:19:38 main:574] : INFO : Epoch 1791 | loss: 0.0312285 | val_loss: 0.0312332 | Time: 2971.96 ms [2022-04-04 11:19:41 main:574] : INFO : Epoch 1792 | loss: 0.0312303 | val_loss: 0.0312324 | Time: 2952.68 ms [2022-04-04 11:19:44 main:574] : INFO : Epoch 1793 | loss: 0.0312299 | val_loss: 0.0312325 | Time: 2915.02 ms [2022-04-04 11:19:47 main:574] : INFO : Epoch 1794 | loss: 0.031228 | val_loss: 0.0312307 | Time: 2958.49 ms [2022-04-04 11:19:50 main:574] : INFO : Epoch 1795 | loss: 0.0312294 | val_loss: 0.0312329 | Time: 3017.04 ms [2022-04-04 11:19:53 main:574] : INFO : Epoch 1796 | loss: 0.031231 | val_loss: 0.0312413 | Time: 2898.72 ms [2022-04-04 11:19:56 main:574] : INFO : Epoch 1797 | loss: 0.0312344 | val_loss: 0.0312413 | Time: 2953.27 ms [2022-04-04 11:19:59 main:574] : INFO : Epoch 1798 | loss: 0.031236 | val_loss: 0.0312332 | Time: 2885.67 ms [2022-04-04 11:20:01 main:574] : INFO : Epoch 1799 | loss: 0.0312318 | val_loss: 0.0312354 | Time: 2883.76 ms [2022-04-04 11:20:04 main:574] : INFO : Epoch 1800 | loss: 0.0312301 | val_loss: 0.0312308 | Time: 2910.73 ms [2022-04-04 11:20:07 main:574] : INFO : Epoch 1801 | loss: 0.0312283 | val_loss: 0.0312311 | Time: 2917.2 ms [2022-04-04 11:20:10 main:574] : INFO : Epoch 1802 | loss: 0.0312291 | val_loss: 0.0312305 | Time: 2913.53 ms [2022-04-04 11:20:13 main:574] : INFO : Epoch 1803 | loss: 0.0312283 | val_loss: 0.0312303 | Time: 3021.09 ms [2022-04-04 11:20:16 main:574] : INFO : Epoch 1804 | loss: 0.0312281 | val_loss: 0.0312327 | Time: 2881.18 ms [2022-04-04 11:20:19 main:574] : INFO : Epoch 1805 | loss: 0.0312283 | val_loss: 0.0312326 | Time: 2983.13 ms [2022-04-04 11:20:22 main:574] : INFO : Epoch 1806 | loss: 0.0312281 | val_loss: 0.0312321 | Time: 2876.67 ms [2022-04-04 11:20:25 main:574] : INFO : Epoch 1807 | loss: 0.0312283 | val_loss: 0.0312303 | Time: 2979.95 ms [2022-04-04 11:20:28 main:574] : INFO : Epoch 1808 | loss: 0.0312301 | val_loss: 0.0312307 | Time: 2953.24 ms [2022-04-04 11:20:31 main:574] : INFO : Epoch 1809 | loss: 0.0312296 | val_loss: 0.0312319 | Time: 2985.2 ms [2022-04-04 11:20:34 main:574] : INFO : Epoch 1810 | loss: 0.0312284 | val_loss: 0.0312339 | Time: 2887.59 ms [2022-04-04 11:20:37 main:574] : INFO : Epoch 1811 | loss: 0.03123 | val_loss: 0.0312306 | Time: 2990.26 ms [2022-04-04 11:20:40 main:574] : INFO : Epoch 1812 | loss: 0.0312276 | val_loss: 0.0312319 | Time: 2962.21 ms [2022-04-04 11:20:43 main:574] : INFO : Epoch 1813 | loss: 0.0312276 | val_loss: 0.0312304 | Time: 2983.5 ms [2022-04-04 11:20:46 main:574] : INFO : Epoch 1814 | loss: 0.0312286 | val_loss: 0.03123 | Time: 2926.18 ms [2022-04-04 11:20:49 main:574] : INFO : Epoch 1815 | loss: 0.0312275 | val_loss: 0.0312328 | Time: 2972.99 ms [2022-04-04 11:20:52 main:574] : INFO : Epoch 1816 | loss: 0.0312287 | val_loss: 0.0312301 | Time: 2919.65 ms [2022-04-04 11:20:55 main:574] : INFO : Epoch 1817 | loss: 0.0312294 | val_loss: 0.0312348 | Time: 2974.58 ms [2022-04-04 11:20:57 main:574] : INFO : Epoch 1818 | loss: 0.0312287 | val_loss: 0.0312301 | Time: 2900.62 ms [2022-04-04 11:21:00 main:574] : INFO : Epoch 1819 | loss: 0.0312278 | val_loss: 0.0312372 | Time: 2944.46 ms [2022-04-04 11:21:03 main:574] : INFO : Epoch 1820 | loss: 0.0312311 | val_loss: 0.0312333 | Time: 2983.31 ms [2022-04-04 11:21:06 main:574] : INFO : Epoch 1821 | loss: 0.0312287 | val_loss: 0.0312317 | Time: 2951.13 ms [2022-04-04 11:21:09 main:574] : INFO : Epoch 1822 | loss: 0.0312292 | val_loss: 0.0312343 | Time: 2937.16 ms [2022-04-04 11:21:12 main:574] : INFO : Epoch 1823 | loss: 0.0312287 | val_loss: 0.0312308 | Time: 2944.85 ms [2022-04-04 11:21:15 main:574] : INFO : Epoch 1824 | loss: 0.0312279 | val_loss: 0.0312337 | Time: 2926.43 ms [2022-04-04 11:21:18 main:574] : INFO : Epoch 1825 | loss: 0.031229 | val_loss: 0.0312338 | Time: 2895.93 ms [2022-04-04 11:21:21 main:574] : INFO : Epoch 1826 | loss: 0.0312294 | val_loss: 0.0312321 | Time: 3002.32 ms [2022-04-04 11:21:24 main:574] : INFO : Epoch 1827 | loss: 0.0312286 | val_loss: 0.0312447 | Time: 2981.65 ms [2022-04-04 11:21:27 main:574] : INFO : Epoch 1828 | loss: 0.0312311 | val_loss: 0.0312306 | Time: 2968 ms [2022-04-04 11:21:30 main:574] : INFO : Epoch 1829 | loss: 0.0312288 | val_loss: 0.031231 | Time: 2892.17 ms [2022-04-04 11:21:33 main:574] : INFO : Epoch 1830 | loss: 0.0312295 | val_loss: 0.0312332 | Time: 2910.9 ms [2022-04-04 11:21:36 main:574] : INFO : Epoch 1831 | loss: 0.0312308 | val_loss: 0.0312322 | Time: 2919.89 ms [2022-04-04 11:21:39 main:574] : INFO : Epoch 1832 | loss: 0.0312286 | val_loss: 0.0312348 | Time: 2911.2 ms [2022-04-04 11:21:42 main:574] : INFO : Epoch 1833 | loss: 0.0312271 | val_loss: 0.0312322 | Time: 2942.36 ms [2022-04-04 11:21:45 main:574] : INFO : Epoch 1834 | loss: 0.0312306 | val_loss: 0.0312316 | Time: 2925.4 ms [2022-04-04 11:21:47 main:574] : INFO : Epoch 1835 | loss: 0.0312293 | val_loss: 0.0312349 | Time: 2936.41 ms [2022-04-04 11:21:50 main:574] : INFO : Epoch 1836 | loss: 0.0312294 | val_loss: 0.0312332 | Time: 2968.45 ms [2022-04-04 11:21:53 main:574] : INFO : Epoch 1837 | loss: 0.0312294 | val_loss: 0.031233 | Time: 2993.58 ms [2022-04-04 11:21:56 main:574] : INFO : Epoch 1838 | loss: 0.0312307 | val_loss: 0.0312311 | Time: 2922.39 ms [2022-04-04 11:21:59 main:574] : INFO : Epoch 1839 | loss: 0.0312294 | val_loss: 0.031232 | Time: 3050.07 ms [2022-04-04 11:22:02 main:574] : INFO : Epoch 1840 | loss: 0.0312293 | val_loss: 0.0312328 | Time: 2920.08 ms [2022-04-04 11:22:05 main:574] : INFO : Epoch 1841 | loss: 0.031231 | val_loss: 0.031235 | Time: 2915.12 ms [2022-04-04 11:22:08 main:574] : INFO : Epoch 1842 | loss: 0.0312309 | val_loss: 0.0312329 | Time: 2935.79 ms [2022-04-04 11:22:11 main:574] : INFO : Epoch 1843 | loss: 0.0312317 | val_loss: 0.0312362 | Time: 2974.91 ms [2022-04-04 11:22:14 main:574] : INFO : Epoch 1844 | loss: 0.0312314 | val_loss: 0.0312388 | Time: 2854.17 ms [2022-04-04 11:22:17 main:574] : INFO : Epoch 1845 | loss: 0.0312314 | val_loss: 0.0312329 | Time: 3007.42 ms [2022-04-04 11:22:20 main:574] : INFO : Epoch 1846 | loss: 0.0312324 | val_loss: 0.0312339 | Time: 2877.76 ms [2022-04-04 11:22:23 main:574] : INFO : Epoch 1847 | loss: 0.0312285 | val_loss: 0.0312307 | Time: 2900.92 ms [2022-04-04 11:22:26 main:574] : INFO : Epoch 1848 | loss: 0.0312286 | val_loss: 0.0312314 | Time: 2977.5 ms [2022-04-04 11:22:29 main:574] : INFO : Epoch 1849 | loss: 0.0312297 | val_loss: 0.0312338 | Time: 2920.41 ms [2022-04-04 11:22:32 main:574] : INFO : Epoch 1850 | loss: 0.0312296 | val_loss: 0.0312337 | Time: 3021.68 ms [2022-04-04 11:22:35 main:574] : INFO : Epoch 1851 | loss: 0.0312304 | val_loss: 0.0312318 | Time: 2975.76 ms [2022-04-04 11:22:38 main:574] : INFO : Epoch 1852 | loss: 0.0312286 | val_loss: 0.0312319 | Time: 3048.69 ms [2022-04-04 11:22:41 main:574] : INFO : Epoch 1853 | loss: 0.0312299 | val_loss: 0.0312303 | Time: 2901.38 ms [2022-04-04 11:22:44 main:574] : INFO : Epoch 1854 | loss: 0.0312281 | val_loss: 0.0312308 | Time: 2979.39 ms [2022-04-04 11:22:47 main:574] : INFO : Epoch 1855 | loss: 0.0312288 | val_loss: 0.0312323 | Time: 3009.74 ms [2022-04-04 11:22:50 main:574] : INFO : Epoch 1856 | loss: 0.0312301 | val_loss: 0.0312339 | Time: 2941.12 ms [2022-04-04 11:22:53 main:574] : INFO : Epoch 1857 | loss: 0.0312283 | val_loss: 0.031231 | Time: 2938.52 ms [2022-04-04 11:22:56 main:574] : INFO : Epoch 1858 | loss: 0.0312283 | val_loss: 0.0312306 | Time: 2986.1 ms [2022-04-04 11:22:59 main:574] : INFO : Epoch 1859 | loss: 0.0312287 | val_loss: 0.0312304 | Time: 2978.3 ms [2022-04-04 11:23:01 main:574] : INFO : Epoch 1860 | loss: 0.03123 | val_loss: 0.0312355 | Time: 2961.9 ms [2022-04-04 11:23:04 main:574] : INFO : Epoch 1861 | loss: 0.0312298 | val_loss: 0.0312354 | Time: 2954.56 ms [2022-04-04 11:23:07 main:574] : INFO : Epoch 1862 | loss: 0.0312299 | val_loss: 0.0312315 | Time: 2856.81 ms [2022-04-04 11:23:10 main:574] : INFO : Epoch 1863 | loss: 0.0312274 | val_loss: 0.0312312 | Time: 2945.67 ms [2022-04-04 11:23:13 main:574] : INFO : Epoch 1864 | loss: 0.0312281 | val_loss: 0.0312302 | Time: 2929.98 ms [2022-04-04 11:23:16 main:574] : INFO : Epoch 1865 | loss: 0.0312273 | val_loss: 0.03123 | Time: 2884.96 ms [2022-04-04 11:23:19 main:574] : INFO : Epoch 1866 | loss: 0.0312281 | val_loss: 0.0312304 | Time: 2954.71 ms [2022-04-04 11:23:22 main:574] : INFO : Epoch 1867 | loss: 0.031228 | val_loss: 0.0312341 | Time: 3013.14 ms [2022-04-04 11:23:25 main:574] : INFO : Epoch 1868 | loss: 0.0312285 | val_loss: 0.0312306 | Time: 2894.65 ms [2022-04-04 11:23:28 main:574] : INFO : Epoch 1869 | loss: 0.0312277 | val_loss: 0.0312304 | Time: 2959.57 ms [2022-04-04 11:23:31 main:574] : INFO : Epoch 1870 | loss: 0.0312277 | val_loss: 0.0312302 | Time: 2954.43 ms [2022-04-04 11:23:34 main:574] : INFO : Epoch 1871 | loss: 0.0312277 | val_loss: 0.0312299 | Time: 2933.17 ms [2022-04-04 11:23:37 main:574] : INFO : Epoch 1872 | loss: 0.0312278 | val_loss: 0.0312358 | Time: 2972.07 ms [2022-04-04 11:23:40 main:574] : INFO : Epoch 1873 | loss: 0.031229 | val_loss: 0.0312305 | Time: 2926.34 ms [2022-04-04 11:23:43 main:574] : INFO : Epoch 1874 | loss: 0.0312277 | val_loss: 0.0312372 | Time: 2849.09 ms [2022-04-04 11:23:45 main:574] : INFO : Epoch 1875 | loss: 0.03123 | val_loss: 0.0312321 | Time: 2899.4 ms [2022-04-04 11:23:48 main:574] : INFO : Epoch 1876 | loss: 0.0312277 | val_loss: 0.0312336 | Time: 2899.14 ms [2022-04-04 11:23:51 main:574] : INFO : Epoch 1877 | loss: 0.031231 | val_loss: 0.0312314 | Time: 2923.63 ms [2022-04-04 11:23:54 main:574] : INFO : Epoch 1878 | loss: 0.0312275 | val_loss: 0.031231 | Time: 2943.13 ms [2022-04-04 11:23:57 main:574] : INFO : Epoch 1879 | loss: 0.0312296 | val_loss: 0.0312314 | Time: 2920.29 ms [2022-04-04 11:24:00 main:574] : INFO : Epoch 1880 | loss: 0.0312275 | val_loss: 0.0312332 | Time: 2867.82 ms [2022-04-04 11:24:03 main:574] : INFO : Epoch 1881 | loss: 0.0312304 | val_loss: 0.0312316 | Time: 2980.46 ms [2022-04-04 11:24:06 main:574] : INFO : Epoch 1882 | loss: 0.0312296 | val_loss: 0.031233 | Time: 2844.6 ms [2022-04-04 11:24:09 main:574] : INFO : Epoch 1883 | loss: 0.0312292 | val_loss: 0.0312305 | Time: 3003.26 ms [2022-04-04 11:24:12 main:574] : INFO : Epoch 1884 | loss: 0.0312281 | val_loss: 0.0312313 | Time: 2940.43 ms [2022-04-04 11:24:15 main:574] : INFO : Epoch 1885 | loss: 0.0312282 | val_loss: 0.0312303 | Time: 2909.63 ms [2022-04-04 11:24:18 main:574] : INFO : Epoch 1886 | loss: 0.031229 | val_loss: 0.0312352 | Time: 2897.58 ms [2022-04-04 11:24:21 main:574] : INFO : Epoch 1887 | loss: 0.0312307 | val_loss: 0.0312333 | Time: 2888.62 ms [2022-04-04 11:24:23 main:574] : INFO : Epoch 1888 | loss: 0.0312282 | val_loss: 0.0312333 | Time: 2970.79 ms [2022-04-04 11:24:26 main:574] : INFO : Epoch 1889 | loss: 0.0312293 | val_loss: 0.0312302 | Time: 3016.77 ms [2022-04-04 11:24:29 main:574] : INFO : Epoch 1890 | loss: 0.0312281 | val_loss: 0.0312292 | Time: 2891.66 ms [2022-04-04 11:24:32 main:574] : INFO : Epoch 1891 | loss: 0.0312324 | val_loss: 0.031231 | Time: 2949.5 ms [2022-04-04 11:24:35 main:574] : INFO : Epoch 1892 | loss: 0.0312288 | val_loss: 0.0312301 | Time: 2985.73 ms [2022-04-04 11:24:38 main:574] : INFO : Epoch 1893 | loss: 0.0312296 | val_loss: 0.0312302 | Time: 2919.17 ms [2022-04-04 11:24:41 main:574] : INFO : Epoch 1894 | loss: 0.0312273 | val_loss: 0.0312293 | Time: 2982.82 ms [2022-04-04 11:24:44 main:574] : INFO : Epoch 1895 | loss: 0.0312282 | val_loss: 0.0312316 | Time: 2918.19 ms [2022-04-04 11:24:47 main:574] : INFO : Epoch 1896 | loss: 0.0312279 | val_loss: 0.0312292 | Time: 2830.85 ms [2022-04-04 11:24:50 main:574] : INFO : Epoch 1897 | loss: 0.0312278 | val_loss: 0.0312338 | Time: 2919.68 ms [2022-04-04 11:24:53 main:574] : INFO : Epoch 1898 | loss: 0.0312299 | val_loss: 0.0312294 | Time: 2972.58 ms [2022-04-04 11:24:56 main:574] : INFO : Epoch 1899 | loss: 0.0312281 | val_loss: 0.0312288 | Time: 2948.68 ms [2022-04-04 11:24:59 main:574] : INFO : Epoch 1900 | loss: 0.0312288 | val_loss: 0.0312292 | Time: 2903.73 ms [2022-04-04 11:25:02 main:574] : INFO : Epoch 1901 | loss: 0.0312276 | val_loss: 0.0312308 | Time: 2871.67 ms [2022-04-04 11:25:05 main:574] : INFO : Epoch 1902 | loss: 0.0312297 | val_loss: 0.0312306 | Time: 2911.39 ms [2022-04-04 11:25:08 main:574] : INFO : Epoch 1903 | loss: 0.0312281 | val_loss: 0.0312306 | Time: 2985.55 ms [2022-04-04 11:25:10 main:574] : INFO : Epoch 1904 | loss: 0.0312292 | val_loss: 0.0312296 | Time: 2948.52 ms [2022-04-04 11:25:14 main:574] : INFO : Epoch 1905 | loss: 0.0312283 | val_loss: 0.0312313 | Time: 3021.36 ms [2022-04-04 11:25:16 main:574] : INFO : Epoch 1906 | loss: 0.0312278 | val_loss: 0.0312291 | Time: 2914.92 ms [2022-04-04 11:25:19 main:574] : INFO : Epoch 1907 | loss: 0.0312296 | val_loss: 0.0312353 | Time: 2939.21 ms [2022-04-04 11:25:22 main:574] : INFO : Epoch 1908 | loss: 0.0312296 | val_loss: 0.0312301 | Time: 2851.19 ms [2022-04-04 11:25:25 main:574] : INFO : Epoch 1909 | loss: 0.0312276 | val_loss: 0.0312289 | Time: 2948.23 ms [2022-04-04 11:25:28 main:574] : INFO : Epoch 1910 | loss: 0.0312275 | val_loss: 0.0312306 | Time: 2968.19 ms [2022-04-04 11:25:31 main:574] : INFO : Epoch 1911 | loss: 0.0312289 | val_loss: 0.0312305 | Time: 2959.25 ms [2022-04-04 11:25:34 main:574] : INFO : Epoch 1912 | loss: 0.0312269 | val_loss: 0.0312301 | Time: 2942.66 ms [2022-04-04 11:25:37 main:574] : INFO : Epoch 1913 | loss: 0.031228 | val_loss: 0.0312288 | Time: 2946.67 ms [2022-04-04 11:25:40 main:574] : INFO : Epoch 1914 | loss: 0.0312285 | val_loss: 0.0312294 | Time: 2976.59 ms [2022-04-04 11:25:43 main:574] : INFO : Epoch 1915 | loss: 0.0312284 | val_loss: 0.0312349 | Time: 2908.69 ms [2022-04-04 11:25:46 main:574] : INFO : Epoch 1916 | loss: 0.0312301 | val_loss: 0.0312291 | Time: 2927.18 ms [2022-04-04 11:25:49 main:574] : INFO : Epoch 1917 | loss: 0.0312267 | val_loss: 0.0312297 | Time: 2991.96 ms [2022-04-04 11:25:52 main:574] : INFO : Epoch 1918 | loss: 0.0312276 | val_loss: 0.0312293 | Time: 2870.68 ms [2022-04-04 11:25:55 main:574] : INFO : Epoch 1919 | loss: 0.0312268 | val_loss: 0.0312298 | Time: 2962.26 ms [2022-04-04 11:25:58 main:574] : INFO : Epoch 1920 | loss: 0.0312265 | val_loss: 0.0312301 | Time: 2950.95 ms [2022-04-04 11:26:01 main:574] : INFO : Epoch 1921 | loss: 0.0312273 | val_loss: 0.031231 | Time: 2927.38 ms [2022-04-04 11:26:03 main:574] : INFO : Epoch 1922 | loss: 0.0312272 | val_loss: 0.0312299 | Time: 2942.81 ms [2022-04-04 11:26:06 main:574] : INFO : Epoch 1923 | loss: 0.0312278 | val_loss: 0.031237 | Time: 2904.89 ms [2022-04-04 11:26:09 main:574] : INFO : Epoch 1924 | loss: 0.031228 | val_loss: 0.0312299 | Time: 2886.11 ms [2022-04-04 11:26:12 main:574] : INFO : Epoch 1925 | loss: 0.031229 | val_loss: 0.0312304 | Time: 2913.89 ms [2022-04-04 11:26:15 main:574] : INFO : Epoch 1926 | loss: 0.0312293 | val_loss: 0.031229 | Time: 2929.26 ms [2022-04-04 11:26:18 main:574] : INFO : Epoch 1927 | loss: 0.0312271 | val_loss: 0.0312287 | Time: 2952.77 ms [2022-04-04 11:26:21 main:574] : INFO : Epoch 1928 | loss: 0.031228 | val_loss: 0.0312308 | Time: 2947.46 ms [2022-04-04 11:26:24 main:574] : INFO : Epoch 1929 | loss: 0.0312267 | val_loss: 0.0312285 | Time: 2925.37 ms [2022-04-04 11:26:27 main:574] : INFO : Epoch 1930 | loss: 0.0312367 | val_loss: 0.0317588 | Time: 2919.61 ms [2022-04-04 11:26:30 main:574] : INFO : Epoch 1931 | loss: 0.0408527 | val_loss: 0.0350107 | Time: 2991.06 ms [2022-04-04 11:26:33 main:574] : INFO : Epoch 1932 | loss: 0.0364031 | val_loss: 0.0321824 | Time: 2999.2 ms [2022-04-04 11:26:36 main:574] : INFO : Epoch 1933 | loss: 0.0317838 | val_loss: 0.0314585 | Time: 2936.81 ms [2022-04-04 11:26:39 main:574] : INFO : Epoch 1934 | loss: 0.0313353 | val_loss: 0.0312715 | Time: 2935.4 ms [2022-04-04 11:26:42 main:574] : INFO : Epoch 1935 | loss: 0.0312649 | val_loss: 0.031257 | Time: 2865.97 ms [2022-04-04 11:26:45 main:574] : INFO : Epoch 1936 | loss: 0.0312531 | val_loss: 0.0312514 | Time: 2997.95 ms [2022-04-04 11:26:48 main:574] : INFO : Epoch 1937 | loss: 0.0312492 | val_loss: 0.0312487 | Time: 2968.06 ms [2022-04-04 11:26:50 main:574] : INFO : Epoch 1938 | loss: 0.0312482 | val_loss: 0.0312488 | Time: 2857.34 ms [2022-04-04 11:26:53 main:574] : INFO : Epoch 1939 | loss: 0.0312479 | val_loss: 0.0312468 | Time: 2962.1 ms [2022-04-04 11:26:56 main:574] : INFO : Epoch 1940 | loss: 0.0312465 | val_loss: 0.0312465 | Time: 2977.16 ms [2022-04-04 11:26:59 main:574] : INFO : Epoch 1941 | loss: 0.0312461 | val_loss: 0.0312457 | Time: 2913.1 ms [2022-04-04 11:27:02 main:574] : INFO : Epoch 1942 | loss: 0.0312455 | val_loss: 0.031245 | Time: 2923.05 ms [2022-04-04 11:27:05 main:574] : INFO : Epoch 1943 | loss: 0.031245 | val_loss: 0.0312446 | Time: 2911.12 ms [2022-04-04 11:27:08 main:574] : INFO : Epoch 1944 | loss: 0.0312447 | val_loss: 0.0312441 | Time: 2937.61 ms [2022-04-04 11:27:11 main:574] : INFO : Epoch 1945 | loss: 0.0312439 | val_loss: 0.0312436 | Time: 2911.65 ms [2022-04-04 11:27:14 main:574] : INFO : Epoch 1946 | loss: 0.0312432 | val_loss: 0.0312429 | Time: 2967.72 ms [2022-04-04 11:27:17 main:574] : INFO : Epoch 1947 | loss: 0.0312422 | val_loss: 0.031242 | Time: 2958.8 ms [2022-04-04 11:27:20 main:574] : INFO : Epoch 1948 | loss: 0.0312416 | val_loss: 0.0312418 | Time: 2944.65 ms [2022-04-04 11:27:23 main:574] : INFO : Epoch 1949 | loss: 0.0312409 | val_loss: 0.0312408 | Time: 2847.51 ms [2022-04-04 11:27:26 main:574] : INFO : Epoch 1950 | loss: 0.0312403 | val_loss: 0.03124 | Time: 2968.2 ms [2022-04-04 11:27:29 main:574] : INFO : Epoch 1951 | loss: 0.0312396 | val_loss: 0.0312393 | Time: 2842.1 ms [2022-04-04 11:27:32 main:574] : INFO : Epoch 1952 | loss: 0.0312389 | val_loss: 0.0312397 | Time: 2944.34 ms [2022-04-04 11:27:34 main:574] : INFO : Epoch 1953 | loss: 0.0312384 | val_loss: 0.0312384 | Time: 2903.97 ms [2022-04-04 11:27:37 main:574] : INFO : Epoch 1954 | loss: 0.031237 | val_loss: 0.0312372 | Time: 2978.77 ms [2022-04-04 11:27:40 main:574] : INFO : Epoch 1955 | loss: 0.0312363 | val_loss: 0.0312367 | Time: 2871.69 ms [2022-04-04 11:27:43 main:574] : INFO : Epoch 1956 | loss: 0.0312356 | val_loss: 0.0312362 | Time: 2938.23 ms [2022-04-04 11:27:46 main:574] : INFO : Epoch 1957 | loss: 0.031235 | val_loss: 0.031235 | Time: 2955.35 ms [2022-04-04 11:27:49 main:574] : INFO : Epoch 1958 | loss: 0.0312342 | val_loss: 0.0312347 | Time: 2963.33 ms [2022-04-04 11:27:52 main:574] : INFO : Epoch 1959 | loss: 0.0312337 | val_loss: 0.0312344 | Time: 2888.27 ms [2022-04-04 11:27:55 main:574] : INFO : Epoch 1960 | loss: 0.0312331 | val_loss: 0.0312345 | Time: 2942.35 ms [2022-04-04 11:27:58 main:574] : INFO : Epoch 1961 | loss: 0.0312329 | val_loss: 0.0312337 | Time: 2914.18 ms [2022-04-04 11:28:01 main:574] : INFO : Epoch 1962 | loss: 0.031232 | val_loss: 0.0312332 | Time: 2883.82 ms [2022-04-04 11:28:04 main:574] : INFO : Epoch 1963 | loss: 0.031232 | val_loss: 0.031233 | Time: 2924.32 ms [2022-04-04 11:28:07 main:574] : INFO : Epoch 1964 | loss: 0.0312316 | val_loss: 0.0312326 | Time: 2988.28 ms [2022-04-04 11:28:10 main:574] : INFO : Epoch 1965 | loss: 0.0312311 | val_loss: 0.0312328 | Time: 2874.44 ms [2022-04-04 11:28:13 main:574] : INFO : Epoch 1966 | loss: 0.0312319 | val_loss: 0.0312336 | Time: 2951.96 ms [2022-04-04 11:28:16 main:574] : INFO : Epoch 1967 | loss: 0.0312308 | val_loss: 0.0312318 | Time: 3027.31 ms [2022-04-04 11:28:19 main:574] : INFO : Epoch 1968 | loss: 0.0312307 | val_loss: 0.0312316 | Time: 3003.01 ms [2022-04-04 11:28:21 main:574] : INFO : Epoch 1969 | loss: 0.0312305 | val_loss: 0.0312316 | Time: 2881.66 ms [2022-04-04 11:28:24 main:574] : INFO : Epoch 1970 | loss: 0.0312301 | val_loss: 0.0312313 | Time: 2980.38 ms [2022-04-04 11:28:27 main:574] : INFO : Epoch 1971 | loss: 0.0312298 | val_loss: 0.0312308 | Time: 2919.9 ms [2022-04-04 11:28:30 main:574] : INFO : Epoch 1972 | loss: 0.0312292 | val_loss: 0.0312305 | Time: 2969.63 ms [2022-04-04 11:28:33 main:574] : INFO : Epoch 1973 | loss: 0.0312291 | val_loss: 0.0312303 | Time: 2930.75 ms [2022-04-04 11:28:36 main:574] : INFO : Epoch 1974 | loss: 0.0312288 | val_loss: 0.0312301 | Time: 2933.38 ms [2022-04-04 11:28:39 main:574] : INFO : Epoch 1975 | loss: 0.0312292 | val_loss: 0.0312332 | Time: 2956.94 ms [2022-04-04 11:28:42 main:574] : INFO : Epoch 1976 | loss: 0.0312295 | val_loss: 0.0312304 | Time: 2929.92 ms [2022-04-04 11:28:45 main:574] : INFO : Epoch 1977 | loss: 0.0312292 | val_loss: 0.0312308 | Time: 2901.65 ms [2022-04-04 11:28:48 main:574] : INFO : Epoch 1978 | loss: 0.0312287 | val_loss: 0.0312316 | Time: 2938.21 ms [2022-04-04 11:28:51 main:574] : INFO : Epoch 1979 | loss: 0.0312292 | val_loss: 0.0312302 | Time: 2951.17 ms [2022-04-04 11:28:54 main:574] : INFO : Epoch 1980 | loss: 0.0312286 | val_loss: 0.0312302 | Time: 2877.23 ms [2022-04-04 11:28:57 main:574] : INFO : Epoch 1981 | loss: 0.031229 | val_loss: 0.0312301 | Time: 2935.73 ms [2022-04-04 11:29:00 main:574] : INFO : Epoch 1982 | loss: 0.0312281 | val_loss: 0.0312301 | Time: 2881.69 ms [2022-04-04 11:29:03 main:574] : INFO : Epoch 1983 | loss: 0.0312283 | val_loss: 0.0312295 | Time: 2907.17 ms [2022-04-04 11:29:05 main:574] : INFO : Epoch 1984 | loss: 0.0312279 | val_loss: 0.0312295 | Time: 2902.33 ms [2022-04-04 11:29:08 main:574] : INFO : Epoch 1985 | loss: 0.0312282 | val_loss: 0.0312296 | Time: 2952.23 ms [2022-04-04 11:29:11 main:574] : INFO : Epoch 1986 | loss: 0.0312286 | val_loss: 0.0312302 | Time: 2962.96 ms [2022-04-04 11:29:14 main:574] : INFO : Epoch 1987 | loss: 0.0312278 | val_loss: 0.0312297 | Time: 2917.43 ms [2022-04-04 11:29:17 main:574] : INFO : Epoch 1988 | loss: 0.031228 | val_loss: 0.031229 | Time: 2915.34 ms [2022-04-04 11:29:20 main:574] : INFO : Epoch 1989 | loss: 0.0312274 | val_loss: 0.0312291 | Time: 2867.61 ms [2022-04-04 11:29:23 main:574] : INFO : Epoch 1990 | loss: 0.0312274 | val_loss: 0.0312292 | Time: 2941.59 ms [2022-04-04 11:29:26 main:574] : INFO : Epoch 1991 | loss: 0.0312277 | val_loss: 0.0312289 | Time: 2921.62 ms [2022-04-04 11:29:29 main:574] : INFO : Epoch 1992 | loss: 0.0312276 | val_loss: 0.0312289 | Time: 2917.14 ms [2022-04-04 11:29:32 main:574] : INFO : Epoch 1993 | loss: 0.0312276 | val_loss: 0.0312288 | Time: 2845.29 ms [2022-04-04 11:29:35 main:574] : INFO : Epoch 1994 | loss: 0.0312274 | val_loss: 0.0312294 | Time: 2990.5 ms [2022-04-04 11:29:38 main:574] : INFO : Epoch 1995 | loss: 0.0312271 | val_loss: 0.0312312 | Time: 2962.92 ms [2022-04-04 11:29:41 main:574] : INFO : Epoch 1996 | loss: 0.0312281 | val_loss: 0.0312295 | Time: 2929.07 ms [2022-04-04 11:29:44 main:574] : INFO : Epoch 1997 | loss: 0.0312274 | val_loss: 0.0312293 | Time: 2952.94 ms [2022-04-04 11:29:46 main:574] : INFO : Epoch 1998 | loss: 0.0312272 | val_loss: 0.0312296 | Time: 2890.49 ms [2022-04-04 11:29:49 main:574] : INFO : Epoch 1999 | loss: 0.0312272 | val_loss: 0.0312288 | Time: 2922.26 ms [2022-04-04 11:29:52 main:574] : INFO : Epoch 2000 | loss: 0.0312274 | val_loss: 0.0312292 | Time: 3022.84 ms [2022-04-04 11:29:55 main:574] : INFO : Epoch 2001 | loss: 0.0312274 | val_loss: 0.0312287 | Time: 2928.05 ms [2022-04-04 11:29:58 main:574] : INFO : Epoch 2002 | loss: 0.0312276 | val_loss: 0.0312289 | Time: 2813.2 ms [2022-04-04 11:30:01 main:574] : INFO : Epoch 2003 | loss: 0.0312274 | val_loss: 0.0312293 | Time: 2983.94 ms [2022-04-04 11:30:04 main:574] : INFO : Epoch 2004 | loss: 0.0312277 | val_loss: 0.0312301 | Time: 2917.8 ms [2022-04-04 11:30:07 main:574] : INFO : Epoch 2005 | loss: 0.0312276 | val_loss: 0.031229 | Time: 2939.15 ms [2022-04-04 11:30:10 main:574] : INFO : Epoch 2006 | loss: 0.031227 | val_loss: 0.0312291 | Time: 2959.06 ms [2022-04-04 11:30:13 main:574] : INFO : Epoch 2007 | loss: 0.0312271 | val_loss: 0.031229 | Time: 2907.33 ms [2022-04-04 11:30:16 main:574] : INFO : Epoch 2008 | loss: 0.031227 | val_loss: 0.0312283 | Time: 3012.04 ms [2022-04-04 11:30:19 main:574] : INFO : Epoch 2009 | loss: 0.0312267 | val_loss: 0.0312287 | Time: 3003.82 ms [2022-04-04 11:30:22 main:574] : INFO : Epoch 2010 | loss: 0.0312272 | val_loss: 0.0312292 | Time: 2974.26 ms [2022-04-04 11:30:25 main:574] : INFO : Epoch 2011 | loss: 0.0312275 | val_loss: 0.0312289 | Time: 2962.48 ms [2022-04-04 11:30:28 main:574] : INFO : Epoch 2012 | loss: 0.0312274 | val_loss: 0.0312282 | Time: 2936.19 ms [2022-04-04 11:30:31 main:574] : INFO : Epoch 2013 | loss: 0.0312266 | val_loss: 0.0312287 | Time: 2956.44 ms [2022-04-04 11:30:34 main:574] : INFO : Epoch 2014 | loss: 0.0312273 | val_loss: 0.0312287 | Time: 2952.71 ms [2022-04-04 11:30:37 main:574] : INFO : Epoch 2015 | loss: 0.0312271 | val_loss: 0.0312287 | Time: 2944.21 ms [2022-04-04 11:30:40 main:574] : INFO : Epoch 2016 | loss: 0.0312265 | val_loss: 0.031229 | Time: 2972.45 ms [2022-04-04 11:30:43 main:574] : INFO : Epoch 2017 | loss: 0.0312274 | val_loss: 0.0312291 | Time: 2944.47 ms [2022-04-04 11:30:46 main:574] : INFO : Epoch 2018 | loss: 0.0312267 | val_loss: 0.0312294 | Time: 3020.35 ms [2022-04-04 11:30:49 main:574] : INFO : Epoch 2019 | loss: 0.0312266 | val_loss: 0.0312283 | Time: 2972.28 ms [2022-04-04 11:30:51 main:574] : INFO : Epoch 2020 | loss: 0.0312266 | val_loss: 0.0312283 | Time: 2857.32 ms [2022-04-04 11:30:54 main:574] : INFO : Epoch 2021 | loss: 0.0312264 | val_loss: 0.0312284 | Time: 2934.09 ms [2022-04-04 11:30:57 main:574] : INFO : Epoch 2022 | loss: 0.0312265 | val_loss: 0.0312291 | Time: 2923.51 ms [2022-04-04 11:31:00 main:574] : INFO : Epoch 2023 | loss: 0.0312271 | val_loss: 0.0312287 | Time: 2972.06 ms [2022-04-04 11:31:03 main:574] : INFO : Epoch 2024 | loss: 0.0312274 | val_loss: 0.0312288 | Time: 2980.71 ms [2022-04-04 11:31:06 main:574] : INFO : Epoch 2025 | loss: 0.0312268 | val_loss: 0.0312285 | Time: 2908.35 ms [2022-04-04 11:31:09 main:574] : INFO : Epoch 2026 | loss: 0.0312266 | val_loss: 0.0312285 | Time: 2933.69 ms [2022-04-04 11:31:12 main:574] : INFO : Epoch 2027 | loss: 0.031227 | val_loss: 0.0312292 | Time: 2954.86 ms [2022-04-04 11:31:15 main:574] : INFO : Epoch 2028 | loss: 0.0312269 | val_loss: 0.0312301 | Time: 2959.01 ms [2022-04-04 11:31:18 main:574] : INFO : Epoch 2029 | loss: 0.0312269 | val_loss: 0.0312312 | Time: 2933.82 ms [2022-04-04 11:31:21 main:574] : INFO : Epoch 2030 | loss: 0.0312281 | val_loss: 0.0312287 | Time: 2995.25 ms [2022-04-04 11:31:24 main:574] : INFO : Epoch 2031 | loss: 0.0312266 | val_loss: 0.0312284 | Time: 3038.19 ms [2022-04-04 11:31:27 main:574] : INFO : Epoch 2032 | loss: 0.0312268 | val_loss: 0.0312288 | Time: 2941.68 ms [2022-04-04 11:31:30 main:574] : INFO : Epoch 2033 | loss: 0.0312265 | val_loss: 0.0312282 | Time: 2998.1 ms [2022-04-04 11:31:33 main:574] : INFO : Epoch 2034 | loss: 0.031227 | val_loss: 0.0312283 | Time: 2941.36 ms [2022-04-04 11:31:36 main:574] : INFO : Epoch 2035 | loss: 0.0312267 | val_loss: 0.0312281 | Time: 2900.99 ms [2022-04-04 11:31:39 main:574] : INFO : Epoch 2036 | loss: 0.0312262 | val_loss: 0.0312302 | Time: 2891.95 ms [2022-04-04 11:31:42 main:574] : INFO : Epoch 2037 | loss: 0.0312273 | val_loss: 0.0312284 | Time: 2856.79 ms [2022-04-04 11:31:44 main:574] : INFO : Epoch 2038 | loss: 0.0312274 | val_loss: 0.031228 | Time: 2912.51 ms [2022-04-04 11:31:47 main:574] : INFO : Epoch 2039 | loss: 0.0312265 | val_loss: 0.0312289 | Time: 3006.99 ms [2022-04-04 11:31:50 main:574] : INFO : Epoch 2040 | loss: 0.0312278 | val_loss: 0.0312303 | Time: 2906.01 ms [2022-04-04 11:31:53 main:574] : INFO : Epoch 2041 | loss: 0.0312269 | val_loss: 0.0312287 | Time: 2950.88 ms [2022-04-04 11:31:56 main:574] : INFO : Epoch 2042 | loss: 0.0312264 | val_loss: 0.031228 | Time: 2938.35 ms [2022-04-04 11:31:59 main:574] : INFO : Epoch 2043 | loss: 0.0312262 | val_loss: 0.0312282 | Time: 2902.31 ms [2022-04-04 11:32:02 main:574] : INFO : Epoch 2044 | loss: 0.0312257 | val_loss: 0.0312286 | Time: 2941.11 ms [2022-04-04 11:32:05 main:574] : INFO : Epoch 2045 | loss: 0.0312269 | val_loss: 0.0312308 | Time: 2922.45 ms [2022-04-04 11:32:08 main:574] : INFO : Epoch 2046 | loss: 0.0312272 | val_loss: 0.0312292 | Time: 2905.16 ms [2022-04-04 11:32:11 main:574] : INFO : Epoch 2047 | loss: 0.0312258 | val_loss: 0.0312281 | Time: 3020.75 ms [2022-04-04 11:32:14 main:574] : INFO : Epoch 2048 | loss: 0.0312266 | val_loss: 0.0312282 | Time: 2954.74 ms [2022-04-04 11:32:14 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312282 [2022-04-04 11:32:14 main:603] : INFO : Saving end state to config to file [2022-04-04 11:32:14 main:608] : INFO : Success, exiting.. 11:32:14 (25820): 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)