Task 3738198
| Name | ParityModified-1611092071-20824-0_0 |
| Workunit | 1920595 |
| Created | 19 Jan 2021, 21:34:33 UTC |
| Sent | 20 Jan 2021, 19:32:21 UTC |
| Report deadline | 28 Jan 2021, 19:32:21 UTC |
| Received | 20 Jan 2021, 22:30:55 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 2877 |
| Run time | 2 hours 10 min 40 sec |
| CPU time | 1 hours 55 min 21 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 11,343.18 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.71 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0312476 | val_loss: 0.031251 | Time: 3531.46 ms
[2021-01-20 13:20:06 main:574] : INFO : Epoch 1543 | loss: 0.0312487 | val_loss: 0.0312507 | Time: 3425.54 ms
[2021-01-20 13:20:10 main:574] : INFO : Epoch 1544 | loss: 0.0312484 | val_loss: 0.0312502 | Time: 3636.16 ms
[2021-01-20 13:20:13 main:574] : INFO : Epoch 1545 | loss: 0.0312475 | val_loss: 0.0312481 | Time: 3492.72 ms
[2021-01-20 13:20:17 main:574] : INFO : Epoch 1546 | loss: 0.0312473 | val_loss: 0.0312481 | Time: 3462.04 ms
[2021-01-20 13:20:21 main:574] : INFO : Epoch 1547 | loss: 0.031247 | val_loss: 0.0312482 | Time: 3591.81 ms
[2021-01-20 13:20:25 main:574] : INFO : Epoch 1548 | loss: 0.0312475 | val_loss: 0.0312497 | Time: 3723.12 ms
[2021-01-20 13:20:28 main:574] : INFO : Epoch 1549 | loss: 0.0312489 | val_loss: 0.0312484 | Time: 3526.65 ms
[2021-01-20 13:20:32 main:574] : INFO : Epoch 1550 | loss: 0.0312478 | val_loss: 0.0312493 | Time: 3602.06 ms
[2021-01-20 13:20:36 main:574] : INFO : Epoch 1551 | loss: 0.0312488 | val_loss: 0.0312486 | Time: 3553.2 ms
[2021-01-20 13:20:40 main:574] : INFO : Epoch 1552 | loss: 0.0312472 | val_loss: 0.0312481 | Time: 4029.2 ms
[2021-01-20 13:20:43 main:574] : INFO : Epoch 1553 | loss: 0.0312474 | val_loss: 0.031248 | Time: 3647 ms
[2021-01-20 13:20:47 main:574] : INFO : Epoch 1554 | loss: 0.0312477 | val_loss: 0.0312481 | Time: 3456.17 ms
[2021-01-20 13:20:51 main:574] : INFO : Epoch 1555 | loss: 0.0312472 | val_loss: 0.0312496 | Time: 3441.76 ms
[2021-01-20 13:20:54 main:574] : INFO : Epoch 1556 | loss: 0.0312474 | val_loss: 0.0312505 | Time: 3389.38 ms
[2021-01-20 13:20:58 main:574] : INFO : Epoch 1557 | loss: 0.0312473 | val_loss: 0.0312482 | Time: 3728.75 ms
[2021-01-20 13:21:02 main:574] : INFO : Epoch 1558 | loss: 0.0312471 | val_loss: 0.0312506 | Time: 3525.57 ms
[2021-01-20 13:21:06 main:574] : INFO : Epoch 1559 | loss: 0.031248 | val_loss: 0.0312572 | Time: 3799.62 ms
[2021-01-20 13:21:10 main:574] : INFO : Epoch 1560 | loss: 0.0312469 | val_loss: 0.0312476 | Time: 3857.33 ms
[2021-01-20 13:21:14 main:574] : INFO : Epoch 1561 | loss: 0.0312475 | val_loss: 0.0312498 | Time: 4028.38 ms
[2021-01-20 13:21:17 main:574] : INFO : Epoch 1562 | loss: 0.0312473 | val_loss: 0.0312473 | Time: 3676.65 ms
[2021-01-20 13:21:21 main:574] : INFO : Epoch 1563 | loss: 0.0312471 | val_loss: 0.031249 | Time: 3811.89 ms
[2021-01-20 13:21:25 main:574] : INFO : Epoch 1564 | loss: 0.0312473 | val_loss: 0.0312471 | Time: 3493.75 ms
[2021-01-20 13:21:29 main:574] : INFO : Epoch 1565 | loss: 0.0312476 | val_loss: 0.0312494 | Time: 3593.97 ms
[2021-01-20 13:21:32 main:574] : INFO : Epoch 1566 | loss: 0.031248 | val_loss: 0.031247 | Time: 3570.91 ms
[2021-01-20 13:21:36 main:574] : INFO : Epoch 1567 | loss: 0.0312475 | val_loss: 0.0312519 | Time: 3888.29 ms
[2021-01-20 13:21:40 main:574] : INFO : Epoch 1568 | loss: 0.0312467 | val_loss: 0.0312469 | Time: 3472.11 ms
[2021-01-20 13:21:43 main:574] : INFO : Epoch 1569 | loss: 0.0312457 | val_loss: 0.0312469 | Time: 3539.08 ms
[2021-01-20 13:21:47 main:574] : INFO : Epoch 1570 | loss: 0.0312463 | val_loss: 0.0312469 | Time: 3897.2 ms
[2021-01-20 13:21:51 main:574] : INFO : Epoch 1571 | loss: 0.0312476 | val_loss: 0.0312484 | Time: 3595.11 ms
[2021-01-20 13:21:55 main:574] : INFO : Epoch 1572 | loss: 0.0312474 | val_loss: 0.0312527 | Time: 3733.68 ms
[2021-01-20 13:21:59 main:574] : INFO : Epoch 1573 | loss: 0.0312482 | val_loss: 0.0312509 | Time: 4027.01 ms
[2021-01-20 13:22:03 main:574] : INFO : Epoch 1574 | loss: 0.0312482 | val_loss: 0.0312497 | Time: 3905.95 ms
[2021-01-20 13:22:07 main:574] : INFO : Epoch 1575 | loss: 0.0312496 | val_loss: 0.0312466 | Time: 3517.54 ms
[2021-01-20 13:22:11 main:574] : INFO : Epoch 1576 | loss: 0.0312478 | val_loss: 0.0312504 | Time: 3564.65 ms
[2021-01-20 13:22:14 main:574] : INFO : Epoch 1577 | loss: 0.031247 | val_loss: 0.0312465 | Time: 3514.51 ms
[2021-01-20 13:22:18 main:574] : INFO : Epoch 1578 | loss: 0.0312457 | val_loss: 0.0312482 | Time: 3984.9 ms
[2021-01-20 13:22:22 main:574] : INFO : Epoch 1579 | loss: 0.0312458 | val_loss: 0.0312468 | Time: 3997.95 ms
[2021-01-20 13:22:26 main:574] : INFO : Epoch 1580 | loss: 0.031246 | val_loss: 0.0312479 | Time: 3624.83 ms
[2021-01-20 13:22:30 main:574] : INFO : Epoch 1581 | loss: 0.0312458 | val_loss: 0.031249 | Time: 3654.11 ms
[2021-01-20 13:22:34 main:574] : INFO : Epoch 1582 | loss: 0.0312457 | val_loss: 0.0312519 | Time: 4005.1 ms
[2021-01-20 13:22:38 main:574] : INFO : Epoch 1583 | loss: 0.0312457 | val_loss: 0.0312475 | Time: 3462.55 ms
[2021-01-20 13:22:42 main:574] : INFO : Epoch 1584 | loss: 0.0312445 | val_loss: 0.0312458 | Time: 3884.3 ms
[2021-01-20 13:22:46 main:574] : INFO : Epoch 1585 | loss: 0.0312447 | val_loss: 0.031246 | Time: 3760.5 ms
[2021-01-20 13:22:49 main:574] : INFO : Epoch 1586 | loss: 0.0312449 | val_loss: 0.0312457 | Time: 3517.26 ms
[2021-01-20 13:22:53 main:574] : INFO : Epoch 1587 | loss: 0.0312454 | val_loss: 0.0312461 | Time: 3720.92 ms
[2021-01-20 13:22:56 main:574] : INFO : Epoch 1588 | loss: 0.0312442 | val_loss: 0.031246 | Time: 3456.08 ms
[2021-01-20 13:23:00 main:574] : INFO : Epoch 1589 | loss: 0.0312443 | val_loss: 0.0312462 | Time: 3536.39 ms
[2021-01-20 13:23:04 main:574] : INFO : Epoch 1590 | loss: 0.0312441 | val_loss: 0.0312453 | Time: 3908.9 ms
[2021-01-20 13:23:08 main:574] : INFO : Epoch 1591 | loss: 0.0312447 | val_loss: 0.0312459 | Time: 3844.57 ms
[2021-01-20 13:23:12 main:574] : INFO : Epoch 1592 | loss: 0.0312439 | val_loss: 0.0312471 | Time: 3720.12 ms
[2021-01-20 13:23:16 main:574] : INFO : Epoch 1593 | loss: 0.0312458 | val_loss: 0.0312522 | Time: 3515.76 ms
[2021-01-20 13:23:19 main:574] : INFO : Epoch 1594 | loss: 0.0312457 | val_loss: 0.0312455 | Time: 3757.92 ms
[2021-01-20 13:23:23 main:574] : INFO : Epoch 1595 | loss: 0.0312436 | val_loss: 0.0312451 | Time: 3627.95 ms
[2021-01-20 13:23:27 main:574] : INFO : Epoch 1596 | loss: 0.0312448 | val_loss: 0.0312566 | Time: 3696.43 ms
[2021-01-20 13:23:31 main:574] : INFO : Epoch 1597 | loss: 0.031248 | val_loss: 0.0312469 | Time: 3587.23 ms
[2021-01-20 13:23:34 main:574] : INFO : Epoch 1598 | loss: 0.031246 | val_loss: 0.0312449 | Time: 3465.88 ms
[2021-01-20 13:23:38 main:574] : INFO : Epoch 1599 | loss: 0.0312449 | val_loss: 0.0312471 | Time: 3689.87 ms
[2021-01-20 13:23:42 main:574] : INFO : Epoch 1600 | loss: 0.0312431 | val_loss: 0.0312448 | Time: 4094.49 ms
[2021-01-20 13:23:46 main:574] : INFO : Epoch 1601 | loss: 0.0312433 | val_loss: 0.0312445 | Time: 3621.43 ms
[2021-01-20 13:23:50 main:574] : INFO : Epoch 1602 | loss: 0.0312439 | val_loss: 0.0312444 | Time: 3665.99 ms
[2021-01-20 13:23:54 main:574] : INFO : Epoch 1603 | loss: 0.0312427 | val_loss: 0.031244 | Time: 3832.44 ms
[2021-01-20 13:23:58 main:574] : INFO : Epoch 1604 | loss: 0.0312422 | val_loss: 0.0312447 | Time: 4019.65 ms
[2021-01-20 13:24:02 main:574] : INFO : Epoch 1605 | loss: 0.0312425 | val_loss: 0.0312543 | Time: 4049.74 ms
[2021-01-20 13:24:05 main:574] : INFO : Epoch 1606 | loss: 0.0312453 | val_loss: 0.031244 | Time: 3494.74 ms
[2021-01-20 13:24:10 main:574] : INFO : Epoch 1607 | loss: 0.0312431 | val_loss: 0.031245 | Time: 3683.34 ms
[2021-01-20 13:24:14 main:574] : INFO : Epoch 1608 | loss: 0.0312439 | val_loss: 0.0312437 | Time: 3879.28 ms
[2021-01-20 13:24:17 main:574] : INFO : Epoch 1609 | loss: 0.0312433 | val_loss: 0.0312434 | Time: 3454.47 ms
[2021-01-20 13:24:21 main:574] : INFO : Epoch 1610 | loss: 0.0312433 | val_loss: 0.031245 | Time: 3915.23 ms
[2021-01-20 13:24:25 main:574] : INFO : Epoch 1611 | loss: 0.0312439 | val_loss: 0.0312432 | Time: 3513.62 ms
[2021-01-20 13:24:28 main:574] : INFO : Epoch 1612 | loss: 0.0312425 | val_loss: 0.0312456 | Time: 3486.61 ms
[2021-01-20 13:24:32 main:574] : INFO : Epoch 1613 | loss: 0.0312415 | val_loss: 0.0312502 | Time: 3441.38 ms
[2021-01-20 13:24:36 main:574] : INFO : Epoch 1614 | loss: 0.0312441 | val_loss: 0.0312427 | Time: 4018.25 ms
[2021-01-20 13:24:40 main:574] : INFO : Epoch 1615 | loss: 0.0312421 | val_loss: 0.0312432 | Time: 3928.38 ms
[2021-01-20 13:24:44 main:574] : INFO : Epoch 1616 | loss: 0.0312418 | val_loss: 0.0312445 | Time: 3403.17 ms
[2021-01-20 13:24:48 main:574] : INFO : Epoch 1617 | loss: 0.0312416 | val_loss: 0.0312425 | Time: 3421.14 ms
[2021-01-20 13:24:51 main:574] : INFO : Epoch 1618 | loss: 0.0312412 | val_loss: 0.0312421 | Time: 3447.29 ms
[2021-01-20 13:24:55 main:574] : INFO : Epoch 1619 | loss: 0.0312419 | val_loss: 0.031246 | Time: 3486.78 ms
[2021-01-20 13:24:58 main:574] : INFO : Epoch 1620 | loss: 0.0312413 | val_loss: 0.0312427 | Time: 3564.64 ms
[2021-01-20 13:25:02 main:574] : INFO : Epoch 1621 | loss: 0.03124 | val_loss: 0.0312421 | Time: 3872.63 ms
[2021-01-20 13:25:06 main:574] : INFO : Epoch 1622 | loss: 0.03124 | val_loss: 0.0312449 | Time: 3842.18 ms
[2021-01-20 13:25:10 main:574] : INFO : Epoch 1623 | loss: 0.03124 | val_loss: 0.0312451 | Time: 3534.21 ms
[2021-01-20 13:25:14 main:574] : INFO : Epoch 1624 | loss: 0.03124 | val_loss: 0.0312438 | Time: 3826.74 ms
[2021-01-20 13:25:18 main:574] : INFO : Epoch 1625 | loss: 0.03124 | val_loss: 0.0312429 | Time: 3647.42 ms
[2021-01-20 13:25:22 main:574] : INFO : Epoch 1626 | loss: 0.0312409 | val_loss: 0.0312422 | Time: 3606.85 ms
[2021-01-20 13:25:26 main:574] : INFO : Epoch 1627 | loss: 0.0312397 | val_loss: 0.031242 | Time: 3882.41 ms
[2021-01-20 13:25:29 main:574] : INFO : Epoch 1628 | loss: 0.0312411 | val_loss: 0.0312405 | Time: 3590.55 ms
[2021-01-20 13:25:33 main:574] : INFO : Epoch 1629 | loss: 0.0312409 | val_loss: 0.031241 | Time: 3558.08 ms
[2021-01-20 13:25:37 main:574] : INFO : Epoch 1630 | loss: 0.03124 | val_loss: 0.0312405 | Time: 3861.98 ms
[2021-01-20 13:25:41 main:574] : INFO : Epoch 1631 | loss: 0.0312396 | val_loss: 0.0312438 | Time: 3952.44 ms
[2021-01-20 13:25:45 main:574] : INFO : Epoch 1632 | loss: 0.0312394 | val_loss: 0.0312408 | Time: 3634.25 ms
[2021-01-20 13:25:49 main:574] : INFO : Epoch 1633 | loss: 0.0312393 | val_loss: 0.0312448 | Time: 3476.02 ms
[2021-01-20 13:25:52 main:574] : INFO : Epoch 1634 | loss: 0.0312403 | val_loss: 0.0312397 | Time: 3551.92 ms
[2021-01-20 13:25:56 main:574] : INFO : Epoch 1635 | loss: 0.0312376 | val_loss: 0.0312393 | Time: 3819.18 ms
[2021-01-20 13:26:00 main:574] : INFO : Epoch 1636 | loss: 0.0312379 | val_loss: 0.0312433 | Time: 3513.82 ms
[2021-01-20 13:26:04 main:574] : INFO : Epoch 1637 | loss: 0.0312405 | val_loss: 0.0312463 | Time: 3927.71 ms
[2021-01-20 13:26:08 main:574] : INFO : Epoch 1638 | loss: 0.0312408 | val_loss: 0.0312388 | Time: 3484.32 ms
[2021-01-20 13:26:11 main:574] : INFO : Epoch 1639 | loss: 0.0312385 | val_loss: 0.0312383 | Time: 3527.97 ms
[2021-01-20 13:26:15 main:574] : INFO : Epoch 1640 | loss: 0.0312372 | val_loss: 0.0312432 | Time: 3485.95 ms
[2021-01-20 13:26:19 main:574] : INFO : Epoch 1641 | loss: 0.0312385 | val_loss: 0.0312411 | Time: 3867.02 ms
[2021-01-20 13:26:23 main:574] : INFO : Epoch 1642 | loss: 0.0312364 | val_loss: 0.0312386 | Time: 3930.24 ms
[2021-01-20 13:26:27 main:574] : INFO : Epoch 1643 | loss: 0.0312367 | val_loss: 0.0312386 | Time: 3482.61 ms
[2021-01-20 13:26:30 main:574] : INFO : Epoch 1644 | loss: 0.0312394 | val_loss: 0.0312379 | Time: 3423.54 ms
[2021-01-20 13:26:34 main:574] : INFO : Epoch 1645 | loss: 0.0312363 | val_loss: 0.0312382 | Time: 4023.13 ms
[2021-01-20 13:26:38 main:574] : INFO : Epoch 1646 | loss: 0.0312411 | val_loss: 0.0312478 | Time: 3627.11 ms
[2021-01-20 13:26:42 main:574] : INFO : Epoch 1647 | loss: 0.031242 | val_loss: 0.0312372 | Time: 3838.96 ms
[2021-01-20 13:26:46 main:574] : INFO : Epoch 1648 | loss: 0.0312368 | val_loss: 0.031241 | Time: 3601.72 ms
[2021-01-20 13:26:50 main:574] : INFO : Epoch 1649 | loss: 0.0312364 | val_loss: 0.0312386 | Time: 3900.27 ms
[2021-01-20 13:26:53 main:574] : INFO : Epoch 1650 | loss: 0.031236 | val_loss: 0.0312395 | Time: 3416.64 ms
[2021-01-20 13:26:57 main:574] : INFO : Epoch 1651 | loss: 0.0312357 | val_loss: 0.0312407 | Time: 4013.33 ms
[2021-01-20 13:27:01 main:574] : INFO : Epoch 1652 | loss: 0.0312362 | val_loss: 0.0312361 | Time: 3897.58 ms
[2021-01-20 13:27:05 main:574] : INFO : Epoch 1653 | loss: 0.0312355 | val_loss: 0.0312363 | Time: 3450.08 ms
[2021-01-20 13:27:09 main:574] : INFO : Epoch 1654 | loss: 0.0312384 | val_loss: 0.0312366 | Time: 4049.65 ms
[2021-01-20 13:27:13 main:574] : INFO : Epoch 1655 | loss: 0.0312336 | val_loss: 0.0312366 | Time: 3901.22 ms
[2021-01-20 13:27:17 main:574] : INFO : Epoch 1656 | loss: 0.031235 | val_loss: 0.0312356 | Time: 3947.93 ms
[2021-01-20 13:27:21 main:574] : INFO : Epoch 1657 | loss: 0.0312358 | val_loss: 0.0312362 | Time: 3459.06 ms
[2021-01-20 13:27:24 main:574] : INFO : Epoch 1658 | loss: 0.0312339 | val_loss: 0.0312352 | Time: 3411.97 ms
[2021-01-20 13:27:29 main:574] : INFO : Epoch 1659 | loss: 0.0312336 | val_loss: 0.0312343 | Time: 4029.03 ms
[2021-01-20 13:27:32 main:574] : INFO : Epoch 1660 | loss: 0.0312324 | val_loss: 0.031235 | Time: 3466.22 ms
[2021-01-20 13:27:36 main:574] : INFO : Epoch 1661 | loss: 0.0312327 | val_loss: 0.0312372 | Time: 3505.49 ms
[2021-01-20 13:27:40 main:574] : INFO : Epoch 1662 | loss: 0.0312344 | val_loss: 0.0312343 | Time: 3782.45 ms
[2021-01-20 13:27:44 main:574] : INFO : Epoch 1663 | loss: 0.0312329 | val_loss: 0.0312383 | Time: 3812.91 ms
[2021-01-20 13:27:48 main:574] : INFO : Epoch 1664 | loss: 0.0312327 | val_loss: 0.0312343 | Time: 3798.68 ms
[2021-01-20 13:27:51 main:574] : INFO : Epoch 1665 | loss: 0.0312317 | val_loss: 0.031233 | Time: 3427.87 ms
[2021-01-20 13:27:55 main:574] : INFO : Epoch 1666 | loss: 0.0312348 | val_loss: 0.0312348 | Time: 3557.16 ms
[2021-01-20 13:27:59 main:574] : INFO : Epoch 1667 | loss: 0.0312329 | val_loss: 0.0312327 | Time: 3610.59 ms
[2021-01-20 13:28:02 main:574] : INFO : Epoch 1668 | loss: 0.0312312 | val_loss: 0.0312343 | Time: 3562.43 ms
[2021-01-20 13:28:06 main:574] : INFO : Epoch 1669 | loss: 0.0312322 | val_loss: 0.0312384 | Time: 3610.13 ms
[2021-01-20 13:28:10 main:574] : INFO : Epoch 1670 | loss: 0.0312309 | val_loss: 0.0312326 | Time: 4017.67 ms
[2021-01-20 13:28:14 main:574] : INFO : Epoch 1671 | loss: 0.031232 | val_loss: 0.0312353 | Time: 3523.35 ms
[2021-01-20 13:28:17 main:574] : INFO : Epoch 1672 | loss: 0.0312339 | val_loss: 0.0312329 | Time: 3446.05 ms
[2021-01-20 13:28:21 main:574] : INFO : Epoch 1673 | loss: 0.0312321 | val_loss: 0.0312355 | Time: 3778.1 ms
[2021-01-20 13:28:25 main:574] : INFO : Epoch 1674 | loss: 0.0312351 | val_loss: 0.0312389 | Time: 3702.51 ms
[2021-01-20 13:28:29 main:574] : INFO : Epoch 1675 | loss: 0.0312379 | val_loss: 0.0312353 | Time: 3517.09 ms
[2021-01-20 13:28:33 main:574] : INFO : Epoch 1676 | loss: 0.0312321 | val_loss: 0.0312322 | Time: 3999.68 ms
[2021-01-20 13:28:37 main:574] : INFO : Epoch 1677 | loss: 0.03123 | val_loss: 0.031231 | Time: 3622.01 ms
[2021-01-20 13:28:40 main:574] : INFO : Epoch 1678 | loss: 0.0312296 | val_loss: 0.0312312 | Time: 3619.37 ms
[2021-01-20 13:28:44 main:574] : INFO : Epoch 1679 | loss: 0.0312302 | val_loss: 0.0312357 | Time: 3565.06 ms
[2021-01-20 13:28:48 main:574] : INFO : Epoch 1680 | loss: 0.031233 | val_loss: 0.0312407 | Time: 3802.75 ms
[2021-01-20 13:28:52 main:574] : INFO : Epoch 1681 | loss: 0.0312334 | val_loss: 0.0312368 | Time: 3448.31 ms
[2021-01-20 13:28:55 main:574] : INFO : Epoch 1682 | loss: 0.0312302 | val_loss: 0.0312326 | Time: 3460.13 ms
[2021-01-20 13:28:59 main:574] : INFO : Epoch 1683 | loss: 0.0312287 | val_loss: 0.0312319 | Time: 3670.82 ms
[2021-01-20 13:29:03 main:574] : INFO : Epoch 1684 | loss: 0.0312304 | val_loss: 0.0312342 | Time: 3961.3 ms
[2021-01-20 13:29:07 main:574] : INFO : Epoch 1685 | loss: 0.0312279 | val_loss: 0.0312283 | Time: 3699.78 ms
[2021-01-20 13:29:10 main:574] : INFO : Epoch 1686 | loss: 0.0312308 | val_loss: 0.0312285 | Time: 3417.94 ms
[2021-01-20 13:29:15 main:574] : INFO : Epoch 1687 | loss: 0.0312279 | val_loss: 0.0312278 | Time: 4172 ms
[2021-01-20 13:29:18 main:574] : INFO : Epoch 1688 | loss: 0.0312263 | val_loss: 0.031232 | Time: 3577.54 ms
[2021-01-20 13:29:22 main:574] : INFO : Epoch 1689 | loss: 0.031229 | val_loss: 0.0312334 | Time: 3996.79 ms
[2021-01-20 13:29:26 main:574] : INFO : Epoch 1690 | loss: 0.0312273 | val_loss: 0.0312274 | Time: 3527.05 ms
[2021-01-20 13:29:30 main:574] : INFO : Epoch 1691 | loss: 0.0312254 | val_loss: 0.0312267 | Time: 3609.48 ms
[2021-01-20 13:29:34 main:574] : INFO : Epoch 1692 | loss: 0.031226 | val_loss: 0.0312266 | Time: 3914.38 ms
[2021-01-20 13:29:38 main:574] : INFO : Epoch 1693 | loss: 0.0312251 | val_loss: 0.0312264 | Time: 3671.25 ms
[2021-01-20 13:29:41 main:574] : INFO : Epoch 1694 | loss: 0.031225 | val_loss: 0.0312258 | Time: 3461.67 ms
[2021-01-20 13:29:45 main:574] : INFO : Epoch 1695 | loss: 0.031225 | val_loss: 0.0312325 | Time: 3563.54 ms
[2021-01-20 13:29:49 main:574] : INFO : Epoch 1696 | loss: 0.0312278 | val_loss: 0.0312272 | Time: 3477.73 ms
[2021-01-20 13:29:52 main:574] : INFO : Epoch 1697 | loss: 0.0312245 | val_loss: 0.0312256 | Time: 3482.51 ms
[2021-01-20 13:29:56 main:574] : INFO : Epoch 1698 | loss: 0.0312236 | val_loss: 0.0312262 | Time: 3569.33 ms
[2021-01-20 13:30:00 main:574] : INFO : Epoch 1699 | loss: 0.0312247 | val_loss: 0.0312259 | Time: 3932.71 ms
[2021-01-20 13:30:04 main:574] : INFO : Epoch 1700 | loss: 0.0312254 | val_loss: 0.0312261 | Time: 3421.97 ms
[2021-01-20 13:30:08 main:574] : INFO : Epoch 1701 | loss: 0.0312245 | val_loss: 0.0312253 | Time: 3760.87 ms
[2021-01-20 13:30:12 main:574] : INFO : Epoch 1702 | loss: 0.0312265 | val_loss: 0.0312292 | Time: 3854.13 ms
[2021-01-20 13:30:16 main:574] : INFO : Epoch 1703 | loss: 0.0312289 | val_loss: 0.0312302 | Time: 3827.84 ms
[2021-01-20 13:30:20 main:574] : INFO : Epoch 1704 | loss: 0.0312283 | val_loss: 0.0312293 | Time: 4024.3 ms
[2021-01-20 13:30:23 main:574] : INFO : Epoch 1705 | loss: 0.0312279 | val_loss: 0.0312269 | Time: 3602.56 ms
[2021-01-20 13:30:27 main:574] : INFO : Epoch 1706 | loss: 0.0312241 | val_loss: 0.0312289 | Time: 3618 ms
[2021-01-20 13:30:31 main:574] : INFO : Epoch 1707 | loss: 0.0312265 | val_loss: 0.0312253 | Time: 3914.15 ms
[2021-01-20 13:30:35 main:574] : INFO : Epoch 1708 | loss: 0.0312244 | val_loss: 0.0312237 | Time: 3407.4 ms
[2021-01-20 13:30:39 main:574] : INFO : Epoch 1709 | loss: 0.0312238 | val_loss: 0.0312267 | Time: 3746.74 ms
[2021-01-20 13:30:42 main:574] : INFO : Epoch 1710 | loss: 0.0312226 | val_loss: 0.0312243 | Time: 3546.18 ms
[2021-01-20 13:30:46 main:574] : INFO : Epoch 1711 | loss: 0.0312233 | val_loss: 0.0312227 | Time: 3844.11 ms
[2021-01-20 13:30:50 main:574] : INFO : Epoch 1712 | loss: 0.0312216 | val_loss: 0.031223 | Time: 3788.44 ms
[2021-01-20 13:30:54 main:574] : INFO : Epoch 1713 | loss: 0.0312225 | val_loss: 0.0312234 | Time: 3620.33 ms
[2021-01-20 13:30:58 main:574] : INFO : Epoch 1714 | loss: 0.0312222 | val_loss: 0.0312259 | Time: 3541.91 ms
[2021-01-20 13:31:02 main:574] : INFO : Epoch 1715 | loss: 0.0312228 | val_loss: 0.0312272 | Time: 3745.61 ms
[2021-01-20 13:31:06 main:574] : INFO : Epoch 1716 | loss: 0.0312275 | val_loss: 0.0312241 | Time: 3891.16 ms
[2021-01-20 13:31:10 main:574] : INFO : Epoch 1717 | loss: 0.0312288 | val_loss: 0.0312224 | Time: 3939.77 ms
[2021-01-20 13:31:14 main:574] : INFO : Epoch 1718 | loss: 0.0312274 | val_loss: 0.0312231 | Time: 4007.87 ms
[2021-01-20 13:31:18 main:574] : INFO : Epoch 1719 | loss: 0.031223 | val_loss: 0.0312233 | Time: 4016.05 ms
[2021-01-20 13:31:22 main:574] : INFO : Epoch 1720 | loss: 0.0312214 | val_loss: 0.0312224 | Time: 4069.61 ms
[2021-01-20 13:31:26 main:574] : INFO : Epoch 1721 | loss: 0.0312226 | val_loss: 0.0312317 | Time: 3398.73 ms
[2021-01-20 13:31:29 main:574] : INFO : Epoch 1722 | loss: 0.0312223 | val_loss: 0.0312208 | Time: 3516.34 ms
[2021-01-20 13:31:33 main:574] : INFO : Epoch 1723 | loss: 0.0312242 | val_loss: 0.0312226 | Time: 3954.64 ms
[2021-01-20 13:31:38 main:574] : INFO : Epoch 1724 | loss: 0.031227 | val_loss: 0.0312256 | Time: 3930.01 ms
[2021-01-20 13:31:41 main:574] : INFO : Epoch 1725 | loss: 0.0312236 | val_loss: 0.0312211 | Time: 3689.57 ms
[2021-01-20 13:31:45 main:574] : INFO : Epoch 1726 | loss: 0.0312216 | val_loss: 0.0312244 | Time: 3587.79 ms
[2021-01-20 13:31:49 main:574] : INFO : Epoch 1727 | loss: 0.0312199 | val_loss: 0.0312203 | Time: 3855.12 ms
[2021-01-20 13:31:53 main:574] : INFO : Epoch 1728 | loss: 0.0312205 | val_loss: 0.0312203 | Time: 3857.78 ms
[2021-01-20 13:31:57 main:574] : INFO : Epoch 1729 | loss: 0.0312279 | val_loss: 0.0312222 | Time: 3473.51 ms
[2021-01-20 13:32:00 main:574] : INFO : Epoch 1730 | loss: 0.0312255 | val_loss: 0.0312218 | Time: 3685.15 ms
[2021-01-20 13:32:04 main:574] : INFO : Epoch 1731 | loss: 0.0312196 | val_loss: 0.0312194 | Time: 3586.97 ms
[2021-01-20 13:32:08 main:574] : INFO : Epoch 1732 | loss: 0.0312185 | val_loss: 0.031223 | Time: 3439.62 ms
[2021-01-20 13:32:11 main:574] : INFO : Epoch 1733 | loss: 0.0312216 | val_loss: 0.0312241 | Time: 3486.08 ms
[2021-01-20 13:32:15 main:574] : INFO : Epoch 1734 | loss: 0.0312213 | val_loss: 0.0312207 | Time: 3507.22 ms
[2021-01-20 13:32:19 main:574] : INFO : Epoch 1735 | loss: 0.0312197 | val_loss: 0.0312194 | Time: 3861.57 ms
[2021-01-20 13:32:23 main:574] : INFO : Epoch 1736 | loss: 0.0312185 | val_loss: 0.0312211 | Time: 3819.14 ms
[2021-01-20 13:32:26 main:574] : INFO : Epoch 1737 | loss: 0.0312179 | val_loss: 0.031219 | Time: 3506.78 ms
[2021-01-20 13:32:30 main:574] : INFO : Epoch 1738 | loss: 0.0312181 | val_loss: 0.0312209 | Time: 3443 ms
[2021-01-20 13:32:33 main:574] : INFO : Epoch 1739 | loss: 0.0312178 | val_loss: 0.0312183 | Time: 3505.2 ms
[2021-01-20 13:32:37 main:574] : INFO : Epoch 1740 | loss: 0.0312202 | val_loss: 0.0312187 | Time: 3847.11 ms
[2021-01-20 13:32:41 main:574] : INFO : Epoch 1741 | loss: 0.0312194 | val_loss: 0.0312188 | Time: 3461.3 ms
[2021-01-20 13:32:45 main:574] : INFO : Epoch 1742 | loss: 0.0312172 | val_loss: 0.0312182 | Time: 3514.46 ms
[2021-01-20 13:32:48 main:574] : INFO : Epoch 1743 | loss: 0.0312178 | val_loss: 0.0312187 | Time: 3516.17 ms
[2021-01-20 13:32:52 main:574] : INFO : Epoch 1744 | loss: 0.0312167 | val_loss: 0.031217 | Time: 3703.25 ms
[2021-01-20 13:32:56 main:574] : INFO : Epoch 1745 | loss: 0.0312161 | val_loss: 0.031218 | Time: 3812.41 ms
[2021-01-20 13:33:00 main:574] : INFO : Epoch 1746 | loss: 0.0312174 | val_loss: 0.0312185 | Time: 3507.51 ms
[2021-01-20 13:33:04 main:574] : INFO : Epoch 1747 | loss: 0.0312184 | val_loss: 0.0312186 | Time: 3924.6 ms
[2021-01-20 13:33:08 main:574] : INFO : Epoch 1748 | loss: 0.0312174 | val_loss: 0.0312176 | Time: 3811.57 ms
[2021-01-20 13:33:12 main:574] : INFO : Epoch 1749 | loss: 0.0312155 | val_loss: 0.0312171 | Time: 3892.61 ms
[2021-01-20 13:33:16 main:574] : INFO : Epoch 1750 | loss: 0.0312164 | val_loss: 0.0312166 | Time: 3889.05 ms
[2021-01-20 13:33:19 main:574] : INFO : Epoch 1751 | loss: 0.0312159 | val_loss: 0.0312167 | Time: 3435.74 ms
[2021-01-20 13:33:23 main:574] : INFO : Epoch 1752 | loss: 0.0312151 | val_loss: 0.0312157 | Time: 3696.25 ms
[2021-01-20 13:33:27 main:574] : INFO : Epoch 1753 | loss: 0.0312162 | val_loss: 0.0312156 | Time: 3436.9 ms
[2021-01-20 13:33:30 main:574] : INFO : Epoch 1754 | loss: 0.0312156 | val_loss: 0.0312156 | Time: 3616.48 ms
[2021-01-20 13:33:34 main:574] : INFO : Epoch 1755 | loss: 0.0312166 | val_loss: 0.0312405 | Time: 3416.96 ms
[2021-01-20 13:33:38 main:574] : INFO : Epoch 1756 | loss: 0.0312244 | val_loss: 0.0312164 | Time: 3772.96 ms
[2021-01-20 13:33:41 main:574] : INFO : Epoch 1757 | loss: 0.0312194 | val_loss: 0.0312183 | Time: 3460.07 ms
[2021-01-20 13:33:45 main:574] : INFO : Epoch 1758 | loss: 0.0312146 | val_loss: 0.0312152 | Time: 3611.14 ms
[2021-01-20 13:33:49 main:574] : INFO : Epoch 1759 | loss: 0.0312139 | val_loss: 0.0312152 | Time: 3620.5 ms
[2021-01-20 13:33:53 main:574] : INFO : Epoch 1760 | loss: 0.0312145 | val_loss: 0.0312177 | Time: 3921.22 ms
[2021-01-20 13:33:56 main:574] : INFO : Epoch 1761 | loss: 0.0312163 | val_loss: 0.0312144 | Time: 3489.46 ms
[2021-01-20 13:34:00 main:574] : INFO : Epoch 1762 | loss: 0.0312141 | val_loss: 0.0312149 | Time: 3398.9 ms
[2021-01-20 13:34:03 main:574] : INFO : Epoch 1763 | loss: 0.0312147 | val_loss: 0.0312206 | Time: 3436.59 ms
[2021-01-20 13:34:07 main:574] : INFO : Epoch 1764 | loss: 0.0312213 | val_loss: 0.0312195 | Time: 3619.59 ms
[2021-01-20 13:34:11 main:574] : INFO : Epoch 1765 | loss: 0.031214 | val_loss: 0.0312143 | Time: 3620.97 ms
[2021-01-20 13:34:15 main:574] : INFO : Epoch 1766 | loss: 0.0312181 | val_loss: 0.0312263 | Time: 3726.28 ms
[2021-01-20 13:34:19 main:574] : INFO : Epoch 1767 | loss: 0.0312143 | val_loss: 0.0312165 | Time: 3805.74 ms
[2021-01-20 13:34:22 main:574] : INFO : Epoch 1768 | loss: 0.0312138 | val_loss: 0.0312163 | Time: 3453.83 ms
[2021-01-20 13:34:26 main:574] : INFO : Epoch 1769 | loss: 0.0312148 | val_loss: 0.0312133 | Time: 3486.18 ms
[2021-01-20 13:34:30 main:574] : INFO : Epoch 1770 | loss: 0.0312128 | val_loss: 0.0312132 | Time: 3972.45 ms
[2021-01-20 13:34:34 main:574] : INFO : Epoch 1771 | loss: 0.0312126 | val_loss: 0.0312127 | Time: 3481.65 ms
[2021-01-20 13:34:37 main:574] : INFO : Epoch 1772 | loss: 0.0312124 | val_loss: 0.0312153 | Time: 3485.53 ms
[2021-01-20 13:34:41 main:574] : INFO : Epoch 1773 | loss: 0.0312151 | val_loss: 0.0312166 | Time: 3787.7 ms
[2021-01-20 13:34:45 main:574] : INFO : Epoch 1774 | loss: 0.0312139 | val_loss: 0.0312135 | Time: 3920.42 ms
[2021-01-20 13:34:49 main:574] : INFO : Epoch 1775 | loss: 0.0312139 | val_loss: 0.031213 | Time: 3946.88 ms
[2021-01-20 13:34:53 main:574] : INFO : Epoch 1776 | loss: 0.0312135 | val_loss: 0.0312149 | Time: 3681.07 ms
[2021-01-20 13:34:57 main:574] : INFO : Epoch 1777 | loss: 0.0312137 | val_loss: 0.0312154 | Time: 3927.82 ms
[2021-01-20 13:35:01 main:574] : INFO : Epoch 1778 | loss: 0.0312128 | val_loss: 0.031216 | Time: 3494.25 ms
[2021-01-20 13:35:04 main:574] : INFO : Epoch 1779 | loss: 0.031213 | val_loss: 0.0312135 | Time: 3554.52 ms
[2021-01-20 13:35:08 main:574] : INFO : Epoch 1780 | loss: 0.031213 | val_loss: 0.0312131 | Time: 4053.19 ms
[2021-01-20 13:35:12 main:574] : INFO : Epoch 1781 | loss: 0.0312154 | val_loss: 0.031212 | Time: 3535.43 ms
[2021-01-20 13:35:16 main:574] : INFO : Epoch 1782 | loss: 0.0312154 | val_loss: 0.0312225 | Time: 3490.74 ms
[2021-01-20 13:35:19 main:574] : INFO : Epoch 1783 | loss: 0.031217 | val_loss: 0.0312403 | Time: 3448.11 ms
[2021-01-20 13:35:23 main:574] : INFO : Epoch 1784 | loss: 0.031217 | val_loss: 0.0312139 | Time: 4094.77 ms
[2021-01-20 13:35:27 main:574] : INFO : Epoch 1785 | loss: 0.0312118 | val_loss: 0.0312118 | Time: 3907.73 ms
[2021-01-20 13:35:31 main:574] : INFO : Epoch 1786 | loss: 0.0312121 | val_loss: 0.0312155 | Time: 3590.84 ms
[2021-01-20 13:35:35 main:574] : INFO : Epoch 1787 | loss: 0.0312115 | val_loss: 0.0312137 | Time: 3554.29 ms
[2021-01-20 13:35:39 main:574] : INFO : Epoch 1788 | loss: 0.0312114 | val_loss: 0.0312112 | Time: 3949.7 ms
[2021-01-20 13:35:43 main:574] : INFO : Epoch 1789 | loss: 0.0312125 | val_loss: 0.0312153 | Time: 3504.87 ms
[2021-01-20 13:35:47 main:574] : INFO : Epoch 1790 | loss: 0.0312109 | val_loss: 0.0312107 | Time: 3925.44 ms
[2021-01-20 13:35:50 main:574] : INFO : Epoch 1791 | loss: 0.0312099 | val_loss: 0.0312107 | Time: 3541.44 ms
[2021-01-20 13:35:54 main:574] : INFO : Epoch 1792 | loss: 0.0312125 | val_loss: 0.0312102 | Time: 3550.03 ms
[2021-01-20 13:35:57 main:574] : INFO : Epoch 1793 | loss: 0.0312124 | val_loss: 0.0312162 | Time: 3535.41 ms
[2021-01-20 13:36:01 main:574] : INFO : Epoch 1794 | loss: 0.031213 | val_loss: 0.0312105 | Time: 3569.18 ms
[2021-01-20 13:36:05 main:574] : INFO : Epoch 1795 | loss: 0.0312096 | val_loss: 0.031212 | Time: 4095.98 ms
[2021-01-20 13:36:09 main:574] : INFO : Epoch 1796 | loss: 0.0312095 | val_loss: 0.0312121 | Time: 3588.63 ms
[2021-01-20 13:36:13 main:574] : INFO : Epoch 1797 | loss: 0.0312122 | val_loss: 0.0312226 | Time: 4053.3 ms
[2021-01-20 13:36:18 main:574] : INFO : Epoch 1798 | loss: 0.0312139 | val_loss: 0.0312134 | Time: 3978.6 ms
[2021-01-20 13:36:21 main:574] : INFO : Epoch 1799 | loss: 0.0312113 | val_loss: 0.0312138 | Time: 3548.32 ms
[2021-01-20 13:36:25 main:574] : INFO : Epoch 1800 | loss: 0.0312132 | val_loss: 0.0312111 | Time: 3905.28 ms
[2021-01-20 13:36:29 main:574] : INFO : Epoch 1801 | loss: 0.0312115 | val_loss: 0.0312161 | Time: 3953.78 ms
[2021-01-20 13:36:33 main:574] : INFO : Epoch 1802 | loss: 0.0312197 | val_loss: 0.0312197 | Time: 3693.13 ms
[2021-01-20 13:36:37 main:574] : INFO : Epoch 1803 | loss: 0.0312115 | val_loss: 0.031211 | Time: 3569.79 ms
[2021-01-20 13:36:41 main:574] : INFO : Epoch 1804 | loss: 0.0312099 | val_loss: 0.0312164 | Time: 3877.35 ms
[2021-01-20 13:36:45 main:574] : INFO : Epoch 1805 | loss: 0.03121 | val_loss: 0.0312095 | Time: 3573.39 ms
[2021-01-20 13:36:49 main:574] : INFO : Epoch 1806 | loss: 0.0312081 | val_loss: 0.0312104 | Time: 3907.98 ms
[2021-01-20 13:36:52 main:574] : INFO : Epoch 1807 | loss: 0.0312113 | val_loss: 0.0312199 | Time: 3468.98 ms
[2021-01-20 13:36:56 main:574] : INFO : Epoch 1808 | loss: 0.0312103 | val_loss: 0.0312084 | Time: 3623.96 ms
[2021-01-20 13:37:01 main:574] : INFO : Epoch 1809 | loss: 0.0312097 | val_loss: 0.0312082 | Time: 4338.9 ms
[2021-01-20 13:37:05 main:574] : INFO : Epoch 1810 | loss: 0.0312102 | val_loss: 0.0312079 | Time: 3978.53 ms
[2021-01-20 13:37:09 main:574] : INFO : Epoch 1811 | loss: 0.0312071 | val_loss: 0.0312096 | Time: 3753.42 ms
[2021-01-20 13:37:12 main:574] : INFO : Epoch 1812 | loss: 0.031208 | val_loss: 0.0312077 | Time: 3668.31 ms
[2021-01-20 13:37:16 main:574] : INFO : Epoch 1813 | loss: 0.0312077 | val_loss: 0.0312076 | Time: 3697.94 ms
[2021-01-20 13:37:20 main:574] : INFO : Epoch 1814 | loss: 0.0312064 | val_loss: 0.0312094 | Time: 3673.09 ms
[2021-01-20 13:37:24 main:574] : INFO : Epoch 1815 | loss: 0.0312179 | val_loss: 0.0312125 | Time: 3625.09 ms
[2021-01-20 13:37:28 main:574] : INFO : Epoch 1816 | loss: 0.0312113 | val_loss: 0.0312073 | Time: 4013.31 ms
[2021-01-20 13:37:32 main:574] : INFO : Epoch 1817 | loss: 0.0312082 | val_loss: 0.0312076 | Time: 3792.33 ms
[2021-01-20 13:37:36 main:574] : INFO : Epoch 1818 | loss: 0.0312078 | val_loss: 0.0312087 | Time: 3998.51 ms
[2021-01-20 13:37:40 main:574] : INFO : Epoch 1819 | loss: 0.031208 | val_loss: 0.0312062 | Time: 3807.48 ms
[2021-01-20 13:37:43 main:574] : INFO : Epoch 1820 | loss: 0.0312062 | val_loss: 0.0312067 | Time: 3653.91 ms
[2021-01-20 13:37:47 main:574] : INFO : Epoch 1821 | loss: 0.0312101 | val_loss: 0.0312064 | Time: 3925.53 ms
[2021-01-20 13:37:51 main:574] : INFO : Epoch 1822 | loss: 0.0312103 | val_loss: 0.0312091 | Time: 3594.31 ms
[2021-01-20 13:37:55 main:574] : INFO : Epoch 1823 | loss: 0.031206 | val_loss: 0.0312069 | Time: 3842.33 ms
[2021-01-20 13:37:59 main:574] : INFO : Epoch 1824 | loss: 0.0312076 | val_loss: 0.0312094 | Time: 3980.75 ms
[2021-01-20 13:38:03 main:574] : INFO : Epoch 1825 | loss: 0.031209 | val_loss: 0.0312063 | Time: 3448.65 ms
[2021-01-20 13:38:07 main:574] : INFO : Epoch 1826 | loss: 0.0312088 | val_loss: 0.0312095 | Time: 3707.8 ms
[2021-01-20 13:38:10 main:574] : INFO : Epoch 1827 | loss: 0.0312105 | val_loss: 0.0312077 | Time: 3536.8 ms
[2021-01-20 13:38:14 main:574] : INFO : Epoch 1828 | loss: 0.0312078 | val_loss: 0.0312061 | Time: 3663.61 ms
[2021-01-20 13:38:18 main:574] : INFO : Epoch 1829 | loss: 0.031209 | val_loss: 0.0312055 | Time: 3488.83 ms
[2021-01-20 13:38:22 main:574] : INFO : Epoch 1830 | loss: 0.0312096 | val_loss: 0.0312064 | Time: 3994.98 ms
[2021-01-20 13:38:25 main:574] : INFO : Epoch 1831 | loss: 0.031206 | val_loss: 0.0312079 | Time: 3456.16 ms
[2021-01-20 13:38:29 main:574] : INFO : Epoch 1832 | loss: 0.0312103 | val_loss: 0.0312086 | Time: 3528.63 ms
[2021-01-20 13:38:33 main:574] : INFO : Epoch 1833 | loss: 0.031209 | val_loss: 0.0312106 | Time: 3652.7 ms
[2021-01-20 13:38:37 main:574] : INFO : Epoch 1834 | loss: 0.0312066 | val_loss: 0.031205 | Time: 3925.43 ms
[2021-01-20 13:38:40 main:574] : INFO : Epoch 1835 | loss: 0.0312098 | val_loss: 0.0312161 | Time: 3764.06 ms
[2021-01-20 13:38:44 main:574] : INFO : Epoch 1836 | loss: 0.0312133 | val_loss: 0.0312124 | Time: 3654.49 ms
[2021-01-20 13:38:48 main:574] : INFO : Epoch 1837 | loss: 0.0312101 | val_loss: 0.0312137 | Time: 3708.92 ms
[2021-01-20 13:38:52 main:574] : INFO : Epoch 1838 | loss: 0.0312141 | val_loss: 0.0312076 | Time: 3688.42 ms
[2021-01-20 13:38:56 main:574] : INFO : Epoch 1839 | loss: 0.031206 | val_loss: 0.031205 | Time: 3423.35 ms
[2021-01-20 13:38:59 main:574] : INFO : Epoch 1840 | loss: 0.0312055 | val_loss: 0.0312062 | Time: 3865.04 ms
[2021-01-20 13:39:03 main:574] : INFO : Epoch 1841 | loss: 0.0312092 | val_loss: 0.0312046 | Time: 3570.33 ms
[2021-01-20 13:39:07 main:574] : INFO : Epoch 1842 | loss: 0.0312054 | val_loss: 0.0312117 | Time: 3430.27 ms
[2021-01-20 13:39:11 main:574] : INFO : Epoch 1843 | loss: 0.0312101 | val_loss: 0.0312066 | Time: 3824.55 ms
[2021-01-20 13:39:14 main:574] : INFO : Epoch 1844 | loss: 0.0312081 | val_loss: 0.0312041 | Time: 3649.18 ms
[2021-01-20 13:39:18 main:574] : INFO : Epoch 1845 | loss: 0.0312051 | val_loss: 0.0312076 | Time: 3596.87 ms
[2021-01-20 13:39:22 main:574] : INFO : Epoch 1846 | loss: 0.0312095 | val_loss: 0.0312068 | Time: 3840.81 ms
[2021-01-20 13:39:26 main:574] : INFO : Epoch 1847 | loss: 0.0312048 | val_loss: 0.0312149 | Time: 3447.41 ms
[2021-01-20 13:39:30 main:574] : INFO : Epoch 1848 | loss: 0.0312069 | val_loss: 0.0312051 | Time: 4054.59 ms
[2021-01-20 13:39:33 main:574] : INFO : Epoch 1849 | loss: 0.0312064 | val_loss: 0.0312044 | Time: 3605.82 ms
[2021-01-20 13:39:37 main:574] : INFO : Epoch 1850 | loss: 0.0312075 | val_loss: 0.0312279 | Time: 3726.47 ms
[2021-01-20 13:39:41 main:574] : INFO : Epoch 1851 | loss: 0.0312102 | val_loss: 0.0312047 | Time: 3523.56 ms
[2021-01-20 13:39:45 main:574] : INFO : Epoch 1852 | loss: 0.0312048 | val_loss: 0.0312104 | Time: 3513.53 ms
[2021-01-20 13:39:48 main:574] : INFO : Epoch 1853 | loss: 0.0312105 | val_loss: 0.0312075 | Time: 3552.22 ms
[2021-01-20 13:39:52 main:574] : INFO : Epoch 1854 | loss: 0.0312093 | val_loss: 0.031207 | Time: 3946.06 ms
[2021-01-20 13:39:56 main:574] : INFO : Epoch 1855 | loss: 0.0312099 | val_loss: 0.03121 | Time: 3911.74 ms
[2021-01-20 13:40:00 main:574] : INFO : Epoch 1856 | loss: 0.0312053 | val_loss: 0.0312038 | Time: 3556.62 ms
[2021-01-20 13:40:04 main:574] : INFO : Epoch 1857 | loss: 0.0312059 | val_loss: 0.0312039 | Time: 3534.57 ms
[2021-01-20 13:40:07 main:574] : INFO : Epoch 1858 | loss: 0.0312036 | val_loss: 0.0312103 | Time: 3484.42 ms
[2021-01-20 13:40:11 main:574] : INFO : Epoch 1859 | loss: 0.0312031 | val_loss: 0.0312037 | Time: 3532.67 ms
[2021-01-20 13:40:14 main:574] : INFO : Epoch 1860 | loss: 0.031203 | val_loss: 0.0312028 | Time: 3457.19 ms
[2021-01-20 13:40:18 main:574] : INFO : Epoch 1861 | loss: 0.031209 | val_loss: 0.0312036 | Time: 3482.97 ms
[2021-01-20 13:40:22 main:574] : INFO : Epoch 1862 | loss: 0.0312038 | val_loss: 0.031203 | Time: 3548.85 ms
[2021-01-20 13:40:26 main:574] : INFO : Epoch 1863 | loss: 0.0312028 | val_loss: 0.0312023 | Time: 4022.26 ms
[2021-01-20 13:40:30 main:574] : INFO : Epoch 1864 | loss: 0.0312018 | val_loss: 0.0312015 | Time: 3497.13 ms
[2021-01-20 13:40:33 main:574] : INFO : Epoch 1865 | loss: 0.0312061 | val_loss: 0.031204 | Time: 3455.15 ms
[2021-01-20 13:40:37 main:574] : INFO : Epoch 1866 | loss: 0.0312042 | val_loss: 0.0312209 | Time: 3747.25 ms
[2021-01-20 13:40:41 main:574] : INFO : Epoch 1867 | loss: 0.0312126 | val_loss: 0.0312048 | Time: 4049.45 ms
[2021-01-20 13:40:45 main:574] : INFO : Epoch 1868 | loss: 0.0312059 | val_loss: 0.0312025 | Time: 3604.27 ms
[2021-01-20 13:40:49 main:574] : INFO : Epoch 1869 | loss: 0.0312036 | val_loss: 0.0312089 | Time: 3551.27 ms
[2021-01-20 13:40:53 main:574] : INFO : Epoch 1870 | loss: 0.0312076 | val_loss: 0.0312144 | Time: 3955.47 ms
[2021-01-20 13:40:57 main:574] : INFO : Epoch 1871 | loss: 0.0312061 | val_loss: 0.0312079 | Time: 4014.94 ms
[2021-01-20 13:41:00 main:574] : INFO : Epoch 1872 | loss: 0.0312034 | val_loss: 0.031202 | Time: 3484.04 ms
[2021-01-20 13:41:04 main:574] : INFO : Epoch 1873 | loss: 0.0312023 | val_loss: 0.0312018 | Time: 3516.39 ms
[2021-01-20 13:41:08 main:574] : INFO : Epoch 1874 | loss: 0.0312015 | val_loss: 0.0312024 | Time: 3948.89 ms
[2021-01-20 13:41:11 main:574] : INFO : Epoch 1875 | loss: 0.0312028 | val_loss: 0.0312016 | Time: 3424.09 ms
[2021-01-20 13:41:15 main:574] : INFO : Epoch 1876 | loss: 0.0312029 | val_loss: 0.0312039 | Time: 3900.51 ms
[2021-01-20 13:41:19 main:574] : INFO : Epoch 1877 | loss: 0.0312015 | val_loss: 0.0312009 | Time: 3547.02 ms
[2021-01-20 13:41:23 main:574] : INFO : Epoch 1878 | loss: 0.0312027 | val_loss: 0.0312115 | Time: 3844.3 ms
[2021-01-20 13:41:27 main:574] : INFO : Epoch 1879 | loss: 0.0312046 | val_loss: 0.0312015 | Time: 3428.44 ms
[2021-01-20 13:41:30 main:574] : INFO : Epoch 1880 | loss: 0.0312005 | val_loss: 0.0312033 | Time: 3675.23 ms
[2021-01-20 13:41:34 main:574] : INFO : Epoch 1881 | loss: 0.0312007 | val_loss: 0.0311998 | Time: 3618.97 ms
[2021-01-20 13:41:38 main:574] : INFO : Epoch 1882 | loss: 0.0311999 | val_loss: 0.0312011 | Time: 3456.28 ms
[2021-01-20 13:41:42 main:574] : INFO : Epoch 1883 | loss: 0.0312014 | val_loss: 0.0312135 | Time: 3676.21 ms
[2021-01-20 13:41:45 main:574] : INFO : Epoch 1884 | loss: 0.0312027 | val_loss: 0.0312023 | Time: 3503.19 ms
[2021-01-20 13:41:49 main:574] : INFO : Epoch 1885 | loss: 0.0312074 | val_loss: 0.0312001 | Time: 3645.2 ms
[2021-01-20 13:41:52 main:574] : INFO : Epoch 1886 | loss: 0.0312003 | val_loss: 0.0311998 | Time: 3433.18 ms
[2021-01-20 13:41:57 main:574] : INFO : Epoch 1887 | loss: 0.0311994 | val_loss: 0.0312055 | Time: 3943.4 ms
[2021-01-20 13:42:00 main:574] : INFO : Epoch 1888 | loss: 0.0312009 | val_loss: 0.0312021 | Time: 3534.7 ms
[2021-01-20 13:42:04 main:574] : INFO : Epoch 1889 | loss: 0.0312096 | val_loss: 0.0312027 | Time: 4035.47 ms
[2021-01-20 13:42:08 main:574] : INFO : Epoch 1890 | loss: 0.0312043 | val_loss: 0.0312028 | Time: 3667 ms
[2021-01-20 13:42:12 main:574] : INFO : Epoch 1891 | loss: 0.0312059 | val_loss: 0.0312093 | Time: 3610.67 ms
[2021-01-20 13:42:16 main:574] : INFO : Epoch 1892 | loss: 0.0312052 | val_loss: 0.0312052 | Time: 3522.83 ms
[2021-01-20 13:42:20 main:574] : INFO : Epoch 1893 | loss: 0.0311996 | val_loss: 0.0311998 | Time: 3861.27 ms
[2021-01-20 13:42:23 main:574] : INFO : Epoch 1894 | loss: 0.0312014 | val_loss: 0.0312043 | Time: 3615.67 ms
[2021-01-20 13:42:27 main:574] : INFO : Epoch 1895 | loss: 0.0312017 | val_loss: 0.0312 | Time: 3544.92 ms
[2021-01-20 13:42:31 main:574] : INFO : Epoch 1896 | loss: 0.0312017 | val_loss: 0.0312011 | Time: 3770.07 ms
[2021-01-20 13:42:35 main:574] : INFO : Epoch 1897 | loss: 0.0312038 | val_loss: 0.0312027 | Time: 3708.09 ms
[2021-01-20 13:42:39 main:574] : INFO : Epoch 1898 | loss: 0.031201 | val_loss: 0.0312049 | Time: 3802.29 ms
[2021-01-20 13:42:42 main:574] : INFO : Epoch 1899 | loss: 0.0312028 | val_loss: 0.0312033 | Time: 3420.41 ms
[2021-01-20 13:42:46 main:574] : INFO : Epoch 1900 | loss: 0.0311989 | val_loss: 0.0311993 | Time: 3587.8 ms
[2021-01-20 13:42:49 main:574] : INFO : Epoch 1901 | loss: 0.031198 | val_loss: 0.0311992 | Time: 3416.01 ms
[2021-01-20 13:42:53 main:574] : INFO : Epoch 1902 | loss: 0.0311982 | val_loss: 0.0312 | Time: 3441.99 ms
[2021-01-20 13:42:57 main:574] : INFO : Epoch 1903 | loss: 0.0311983 | val_loss: 0.0312018 | Time: 3437.59 ms
[2021-01-20 13:43:00 main:574] : INFO : Epoch 1904 | loss: 0.0312003 | val_loss: 0.0312025 | Time: 3795.69 ms
[2021-01-20 13:43:04 main:574] : INFO : Epoch 1905 | loss: 0.0312002 | val_loss: 0.0312 | Time: 3998.96 ms
[2021-01-20 13:43:08 main:574] : INFO : Epoch 1906 | loss: 0.0312116 | val_loss: 0.0312032 | Time: 3793.26 ms
[2021-01-20 13:43:12 main:574] : INFO : Epoch 1907 | loss: 0.0312039 | val_loss: 0.0311993 | Time: 3721.03 ms
[2021-01-20 13:43:16 main:574] : INFO : Epoch 1908 | loss: 0.0311982 | val_loss: 0.0311988 | Time: 3589.64 ms
[2021-01-20 13:43:20 main:574] : INFO : Epoch 1909 | loss: 0.0312011 | val_loss: 0.03121 | Time: 3500.67 ms
[2021-01-20 13:43:23 main:574] : INFO : Epoch 1910 | loss: 0.0312065 | val_loss: 0.0312047 | Time: 3601.39 ms
[2021-01-20 13:43:27 main:574] : INFO : Epoch 1911 | loss: 0.0312046 | val_loss: 0.0312064 | Time: 3956.91 ms
[2021-01-20 13:43:31 main:574] : INFO : Epoch 1912 | loss: 0.0311996 | val_loss: 0.0312003 | Time: 3911.85 ms
[2021-01-20 13:43:35 main:574] : INFO : Epoch 1913 | loss: 0.031198 | val_loss: 0.0311977 | Time: 3612.94 ms
[2021-01-20 13:43:39 main:574] : INFO : Epoch 1914 | loss: 0.0311968 | val_loss: 0.0312091 | Time: 3808.25 ms
[2021-01-20 13:43:43 main:574] : INFO : Epoch 1915 | loss: 0.0312013 | val_loss: 0.0311994 | Time: 3586.64 ms
[2021-01-20 13:43:47 main:574] : INFO : Epoch 1916 | loss: 0.0312005 | val_loss: 0.0311982 | Time: 3732.03 ms
[2021-01-20 13:43:50 main:574] : INFO : Epoch 1917 | loss: 0.0311968 | val_loss: 0.0311986 | Time: 3630.57 ms
[2021-01-20 13:43:54 main:574] : INFO : Epoch 1918 | loss: 0.0312001 | val_loss: 0.0312029 | Time: 4011.01 ms
[2021-01-20 13:43:58 main:574] : INFO : Epoch 1919 | loss: 0.0311987 | val_loss: 0.031198 | Time: 3748.47 ms
[2021-01-20 13:44:02 main:574] : INFO : Epoch 1920 | loss: 0.0311985 | val_loss: 0.0311985 | Time: 3758.66 ms
[2021-01-20 13:44:06 main:574] : INFO : Epoch 1921 | loss: 0.0312011 | val_loss: 0.0312001 | Time: 3560.64 ms
[2021-01-20 13:44:09 main:574] : INFO : Epoch 1922 | loss: 0.0311974 | val_loss: 0.0311993 | Time: 3423.32 ms
[2021-01-20 13:44:13 main:574] : INFO : Epoch 1923 | loss: 0.0312031 | val_loss: 0.031198 | Time: 3970.41 ms
[2021-01-20 13:44:17 main:574] : INFO : Epoch 1924 | loss: 0.0312018 | val_loss: 0.0312059 | Time: 3936.32 ms
[2021-01-20 13:44:22 main:574] : INFO : Epoch 1925 | loss: 0.031197 | val_loss: 0.0311993 | Time: 3648.84 ms
[2021-01-20 13:44:26 main:574] : INFO : Epoch 1926 | loss: 0.0311973 | val_loss: 0.031204 | Time: 3714.45 ms
[2021-01-20 13:44:29 main:574] : INFO : Epoch 1927 | loss: 0.0311971 | val_loss: 0.0311968 | Time: 3404.2 ms
[2021-01-20 13:44:33 main:574] : INFO : Epoch 1928 | loss: 0.0311975 | val_loss: 0.0312051 | Time: 3421.68 ms
[2021-01-20 13:44:37 main:574] : INFO : Epoch 1929 | loss: 0.0312031 | val_loss: 0.0312106 | Time: 3835.88 ms
[2021-01-20 13:44:40 main:574] : INFO : Epoch 1930 | loss: 0.0312043 | val_loss: 0.0312026 | Time: 3479.87 ms
[2021-01-20 13:44:44 main:574] : INFO : Epoch 1931 | loss: 0.0311999 | val_loss: 0.0312125 | Time: 4008.75 ms
[2021-01-20 13:44:48 main:574] : INFO : Epoch 1932 | loss: 0.0312043 | val_loss: 0.0311984 | Time: 3471.86 ms
[2021-01-20 13:44:52 main:574] : INFO : Epoch 1933 | loss: 0.0311974 | val_loss: 0.0311976 | Time: 3838.29 ms
[2021-01-20 13:44:56 main:574] : INFO : Epoch 1934 | loss: 0.0311963 | val_loss: 0.0311955 | Time: 3701.27 ms
[2021-01-20 13:44:59 main:574] : INFO : Epoch 1935 | loss: 0.0311966 | val_loss: 0.0311967 | Time: 3499.11 ms
[2021-01-20 13:45:03 main:574] : INFO : Epoch 1936 | loss: 0.0311941 | val_loss: 0.0311954 | Time: 3789.92 ms
[2021-01-20 13:45:07 main:574] : INFO : Epoch 1937 | loss: 0.0311944 | val_loss: 0.0311952 | Time: 4025.68 ms
[2021-01-20 13:45:11 main:574] : INFO : Epoch 1938 | loss: 0.0312011 | val_loss: 0.0312037 | Time: 3572.82 ms
[2021-01-20 13:45:15 main:574] : INFO : Epoch 1939 | loss: 0.0311974 | val_loss: 0.0312022 | Time: 4129.44 ms
[2021-01-20 13:45:19 main:574] : INFO : Epoch 1940 | loss: 0.0311964 | val_loss: 0.0311959 | Time: 3941.2 ms
[2021-01-20 13:45:23 main:574] : INFO : Epoch 1941 | loss: 0.0311942 | val_loss: 0.0311957 | Time: 3606.86 ms
[2021-01-20 13:45:27 main:574] : INFO : Epoch 1942 | loss: 0.0311936 | val_loss: 0.0311949 | Time: 3464.22 ms
[2021-01-20 13:45:30 main:574] : INFO : Epoch 1943 | loss: 0.0311943 | val_loss: 0.0311952 | Time: 3612.22 ms
[2021-01-20 13:45:34 main:574] : INFO : Epoch 1944 | loss: 0.0311956 | val_loss: 0.031195 | Time: 3639.88 ms
[2021-01-20 13:45:38 main:574] : INFO : Epoch 1945 | loss: 0.031197 | val_loss: 0.0311959 | Time: 3896.59 ms
[2021-01-20 13:45:42 main:574] : INFO : Epoch 1946 | loss: 0.0311938 | val_loss: 0.0312025 | Time: 3736.01 ms
[2021-01-20 13:45:46 main:574] : INFO : Epoch 1947 | loss: 0.0311982 | val_loss: 0.0311963 | Time: 3722.72 ms
[2021-01-20 13:45:50 main:574] : INFO : Epoch 1948 | loss: 0.0311954 | val_loss: 0.0311966 | Time: 3924.53 ms
[2021-01-20 13:45:54 main:574] : INFO : Epoch 1949 | loss: 0.0311954 | val_loss: 0.0312016 | Time: 3728.18 ms
[2021-01-20 13:45:58 main:574] : INFO : Epoch 1950 | loss: 0.0312009 | val_loss: 0.0312192 | Time: 3795.55 ms
[2021-01-20 13:46:01 main:574] : INFO : Epoch 1951 | loss: 0.0312035 | val_loss: 0.0311989 | Time: 3535.17 ms
[2021-01-20 13:46:05 main:574] : INFO : Epoch 1952 | loss: 0.0311985 | val_loss: 0.0312006 | Time: 3644.43 ms
[2021-01-20 13:46:09 main:574] : INFO : Epoch 1953 | loss: 0.0311971 | val_loss: 0.0311967 | Time: 3549.12 ms
[2021-01-20 13:46:13 main:574] : INFO : Epoch 1954 | loss: 0.0311999 | val_loss: 0.031208 | Time: 3865.61 ms
[2021-01-20 13:46:17 main:574] : INFO : Epoch 1955 | loss: 0.0311945 | val_loss: 0.0311949 | Time: 4083.48 ms
[2021-01-20 13:46:20 main:574] : INFO : Epoch 1956 | loss: 0.0311982 | val_loss: 0.0311962 | Time: 3445.8 ms
[2021-01-20 13:46:24 main:574] : INFO : Epoch 1957 | loss: 0.0311964 | val_loss: 0.0312046 | Time: 3461.45 ms
[2021-01-20 13:46:28 main:574] : INFO : Epoch 1958 | loss: 0.0311974 | val_loss: 0.0311958 | Time: 3892.19 ms
[2021-01-20 13:46:32 main:574] : INFO : Epoch 1959 | loss: 0.0311936 | val_loss: 0.0311935 | Time: 3785.17 ms
[2021-01-20 13:46:36 main:574] : INFO : Epoch 1960 | loss: 0.0311935 | val_loss: 0.0311992 | Time: 3902.38 ms
[2021-01-20 13:46:40 main:574] : INFO : Epoch 1961 | loss: 0.0311981 | val_loss: 0.0311942 | Time: 3958.62 ms
[2021-01-20 13:46:44 main:574] : INFO : Epoch 1962 | loss: 0.0311952 | val_loss: 0.0311937 | Time: 3837.84 ms
[2021-01-20 13:46:48 main:574] : INFO : Epoch 1963 | loss: 0.0311932 | val_loss: 0.0311932 | Time: 3658.47 ms
[2021-01-20 13:46:52 main:574] : INFO : Epoch 1964 | loss: 0.0311985 | val_loss: 0.031195 | Time: 3842.6 ms
[2021-01-20 13:46:55 main:574] : INFO : Epoch 1965 | loss: 0.0311953 | val_loss: 0.0311977 | Time: 3574.57 ms
[2021-01-20 13:46:59 main:574] : INFO : Epoch 1966 | loss: 0.0311925 | val_loss: 0.0311933 | Time: 3472.21 ms
[2021-01-20 13:47:03 main:574] : INFO : Epoch 1967 | loss: 0.0311974 | val_loss: 0.0312042 | Time: 3840.08 ms
[2021-01-20 13:47:07 main:574] : INFO : Epoch 1968 | loss: 0.0311969 | val_loss: 0.0312043 | Time: 3789.36 ms
[2021-01-20 13:47:10 main:574] : INFO : Epoch 1969 | loss: 0.0311957 | val_loss: 0.0311989 | Time: 3484.67 ms
[2021-01-20 13:47:14 main:574] : INFO : Epoch 1970 | loss: 0.0311975 | val_loss: 0.0312058 | Time: 3710.55 ms
[2021-01-20 13:47:18 main:574] : INFO : Epoch 1971 | loss: 0.0312013 | val_loss: 0.0312154 | Time: 3586.91 ms
[2021-01-20 13:47:21 main:574] : INFO : Epoch 1972 | loss: 0.0311981 | val_loss: 0.0311935 | Time: 3418.27 ms
[2021-01-20 13:47:25 main:574] : INFO : Epoch 1973 | loss: 0.0311926 | val_loss: 0.0311939 | Time: 3461.32 ms
[2021-01-20 13:47:29 main:574] : INFO : Epoch 1974 | loss: 0.0311913 | val_loss: 0.031192 | Time: 3600.35 ms
[2021-01-20 13:47:33 main:574] : INFO : Epoch 1975 | loss: 0.0311943 | val_loss: 0.0311923 | Time: 3811.53 ms
[2021-01-20 13:47:37 main:574] : INFO : Epoch 1976 | loss: 0.0311923 | val_loss: 0.0311925 | Time: 3848.33 ms
[2021-01-20 13:47:40 main:574] : INFO : Epoch 1977 | loss: 0.0311917 | val_loss: 0.0311922 | Time: 3690.02 ms
[2021-01-20 13:47:44 main:574] : INFO : Epoch 1978 | loss: 0.0311924 | val_loss: 0.0311966 | Time: 3821.77 ms
[2021-01-20 13:47:49 main:574] : INFO : Epoch 1979 | loss: 0.0311938 | val_loss: 0.0312027 | Time: 4021.48 ms
[2021-01-20 13:47:52 main:574] : INFO : Epoch 1980 | loss: 0.0311951 | val_loss: 0.0311971 | Time: 3798.37 ms
[2021-01-20 13:47:56 main:574] : INFO : Epoch 1981 | loss: 0.0311954 | val_loss: 0.0311931 | Time: 3469.97 ms
[2021-01-20 13:48:00 main:574] : INFO : Epoch 1982 | loss: 0.0311947 | val_loss: 0.0311959 | Time: 3850.76 ms
[2021-01-20 13:48:04 main:574] : INFO : Epoch 1983 | loss: 0.0311972 | val_loss: 0.0312009 | Time: 3792.07 ms
[2021-01-20 13:48:08 main:574] : INFO : Epoch 1984 | loss: 0.0311974 | val_loss: 0.031191 | Time: 3894.28 ms
[2021-01-20 13:48:12 main:574] : INFO : Epoch 1985 | loss: 0.0311931 | val_loss: 0.0311913 | Time: 3599.11 ms
[2021-01-20 13:48:15 main:574] : INFO : Epoch 1986 | loss: 0.0311916 | val_loss: 0.0311914 | Time: 3387.8 ms
[2021-01-20 13:48:19 main:574] : INFO : Epoch 1987 | loss: 0.0311905 | val_loss: 0.031191 | Time: 3659.51 ms
[2021-01-20 13:48:23 main:574] : INFO : Epoch 1988 | loss: 0.0311894 | val_loss: 0.0311903 | Time: 3672.56 ms
[2021-01-20 13:48:26 main:574] : INFO : Epoch 1989 | loss: 0.0311902 | val_loss: 0.0311983 | Time: 3799.36 ms
[2021-01-20 13:48:31 main:574] : INFO : Epoch 1990 | loss: 0.0311924 | val_loss: 0.031191 | Time: 3971.61 ms
[2021-01-20 13:48:35 main:574] : INFO : Epoch 1991 | loss: 0.0311913 | val_loss: 0.0312001 | Time: 3968.63 ms
[2021-01-20 13:48:38 main:574] : INFO : Epoch 1992 | loss: 0.0311899 | val_loss: 0.0311913 | Time: 3657.26 ms
[2021-01-20 13:48:42 main:574] : INFO : Epoch 1993 | loss: 0.0311894 | val_loss: 0.0311896 | Time: 3407.82 ms
[2021-01-20 13:48:46 main:574] : INFO : Epoch 1994 | loss: 0.0311925 | val_loss: 0.0311907 | Time: 3841.98 ms
[2021-01-20 13:48:50 main:574] : INFO : Epoch 1995 | loss: 0.0311997 | val_loss: 0.0312022 | Time: 3805.4 ms
[2021-01-20 13:48:54 main:574] : INFO : Epoch 1996 | loss: 0.0311894 | val_loss: 0.0311891 | Time: 3759.63 ms
[2021-01-20 13:48:58 main:574] : INFO : Epoch 1997 | loss: 0.0311881 | val_loss: 0.0311905 | Time: 3801.44 ms
[2021-01-20 13:49:01 main:574] : INFO : Epoch 1998 | loss: 0.031189 | val_loss: 0.0311908 | Time: 3569.55 ms
[2021-01-20 13:49:05 main:574] : INFO : Epoch 1999 | loss: 0.031189 | val_loss: 0.0311897 | Time: 3581.77 ms
[2021-01-20 13:49:09 main:574] : INFO : Epoch 2000 | loss: 0.0311913 | val_loss: 0.0311885 | Time: 3501.45 ms
[2021-01-20 13:49:12 main:574] : INFO : Epoch 2001 | loss: 0.0312016 | val_loss: 0.0312065 | Time: 3493.17 ms
[2021-01-20 13:49:16 main:574] : INFO : Epoch 2002 | loss: 0.031196 | val_loss: 0.0312014 | Time: 3623.42 ms
[2021-01-20 13:49:20 main:574] : INFO : Epoch 2003 | loss: 0.0311932 | val_loss: 0.0311907 | Time: 3434.46 ms
[2021-01-20 13:49:23 main:574] : INFO : Epoch 2004 | loss: 0.0311958 | val_loss: 0.0312083 | Time: 3680.29 ms
[2021-01-20 13:49:27 main:574] : INFO : Epoch 2005 | loss: 0.0311984 | val_loss: 0.0311941 | Time: 3792.51 ms
[2021-01-20 13:49:31 main:574] : INFO : Epoch 2006 | loss: 0.0312 | val_loss: 0.0311963 | Time: 3421.99 ms
[2021-01-20 13:49:35 main:574] : INFO : Epoch 2007 | loss: 0.0311926 | val_loss: 0.0311897 | Time: 3586.39 ms
[2021-01-20 13:49:38 main:574] : INFO : Epoch 2008 | loss: 0.0311935 | val_loss: 0.0311964 | Time: 3869.33 ms
[2021-01-20 13:49:42 main:574] : INFO : Epoch 2009 | loss: 0.0311913 | val_loss: 0.0311931 | Time: 3892.39 ms
[2021-01-20 13:49:46 main:574] : INFO : Epoch 2010 | loss: 0.0311914 | val_loss: 0.0312027 | Time: 3735.89 ms
[2021-01-20 13:49:50 main:574] : INFO : Epoch 2011 | loss: 0.0311913 | val_loss: 0.0311873 | Time: 3421.77 ms
[2021-01-20 13:49:54 main:574] : INFO : Epoch 2012 | loss: 0.0311877 | val_loss: 0.031187 | Time: 3879.77 ms
[2021-01-20 13:49:57 main:574] : INFO : Epoch 2013 | loss: 0.0311869 | val_loss: 0.0311873 | Time: 3550.55 ms
[2021-01-20 13:50:02 main:574] : INFO : Epoch 2014 | loss: 0.031189 | val_loss: 0.0311873 | Time: 3984.23 ms
[2021-01-20 13:50:05 main:574] : INFO : Epoch 2015 | loss: 0.0311948 | val_loss: 0.0312007 | Time: 3647.87 ms
[2021-01-20 13:50:09 main:574] : INFO : Epoch 2016 | loss: 0.0311903 | val_loss: 0.0311871 | Time: 3677.46 ms
[2021-01-20 13:50:13 main:574] : INFO : Epoch 2017 | loss: 0.0311856 | val_loss: 0.0311892 | Time: 3521.26 ms
[2021-01-20 13:50:17 main:574] : INFO : Epoch 2018 | loss: 0.0311861 | val_loss: 0.0311933 | Time: 3914.67 ms
[2021-01-20 13:50:21 main:574] : INFO : Epoch 2019 | loss: 0.0311908 | val_loss: 0.0311875 | Time: 3669.18 ms
[2021-01-20 13:50:24 main:574] : INFO : Epoch 2020 | loss: 0.0311857 | val_loss: 0.0311855 | Time: 3756.18 ms
[2021-01-20 13:50:28 main:574] : INFO : Epoch 2021 | loss: 0.0311873 | val_loss: 0.0311892 | Time: 3583.46 ms
[2021-01-20 13:50:32 main:574] : INFO : Epoch 2022 | loss: 0.0311923 | val_loss: 0.0311873 | Time: 3664.3 ms
[2021-01-20 13:50:35 main:574] : INFO : Epoch 2023 | loss: 0.0311909 | val_loss: 0.0311901 | Time: 3379.46 ms
[2021-01-20 13:50:39 main:574] : INFO : Epoch 2024 | loss: 0.0311875 | val_loss: 0.0311869 | Time: 3598.21 ms
[2021-01-20 13:50:43 main:574] : INFO : Epoch 2025 | loss: 0.0311851 | val_loss: 0.0311874 | Time: 3909.06 ms
[2021-01-20 13:50:47 main:574] : INFO : Epoch 2026 | loss: 0.0311872 | val_loss: 0.0311854 | Time: 3878.36 ms
[2021-01-20 13:50:51 main:574] : INFO : Epoch 2027 | loss: 0.0311848 | val_loss: 0.0311859 | Time: 3911.94 ms
[2021-01-20 13:50:55 main:574] : INFO : Epoch 2028 | loss: 0.0311839 | val_loss: 0.0311854 | Time: 3381.03 ms
[2021-01-20 13:50:58 main:574] : INFO : Epoch 2029 | loss: 0.031185 | val_loss: 0.0311869 | Time: 3594.67 ms
[2021-01-20 13:51:02 main:574] : INFO : Epoch 2030 | loss: 0.0311847 | val_loss: 0.0311846 | Time: 3567.49 ms
[2021-01-20 13:51:06 main:574] : INFO : Epoch 2031 | loss: 0.0311837 | val_loss: 0.0311836 | Time: 3750.64 ms
[2021-01-20 13:51:10 main:574] : INFO : Epoch 2032 | loss: 0.0311836 | val_loss: 0.0311845 | Time: 3509.54 ms
[2021-01-20 13:51:14 main:574] : INFO : Epoch 2033 | loss: 0.0311839 | val_loss: 0.0311836 | Time: 3953.2 ms
[2021-01-20 13:51:17 main:574] : INFO : Epoch 2034 | loss: 0.0311889 | val_loss: 0.0311921 | Time: 3532.94 ms
[2021-01-20 13:51:21 main:574] : INFO : Epoch 2035 | loss: 0.0311905 | val_loss: 0.0311978 | Time: 3742.32 ms
[2021-01-20 13:51:25 main:574] : INFO : Epoch 2036 | loss: 0.0311854 | val_loss: 0.0311862 | Time: 4016.87 ms
[2021-01-20 13:51:29 main:574] : INFO : Epoch 2037 | loss: 0.0311855 | val_loss: 0.0311844 | Time: 3626.42 ms
[2021-01-20 13:51:33 main:574] : INFO : Epoch 2038 | loss: 0.031183 | val_loss: 0.0311861 | Time: 4002.88 ms
[2021-01-20 13:51:37 main:574] : INFO : Epoch 2039 | loss: 0.0311884 | val_loss: 0.0311846 | Time: 3636.01 ms
[2021-01-20 13:51:41 main:574] : INFO : Epoch 2040 | loss: 0.0311904 | val_loss: 0.0311908 | Time: 3845.81 ms
[2021-01-20 13:51:45 main:574] : INFO : Epoch 2041 | loss: 0.0311877 | val_loss: 0.031184 | Time: 3948.89 ms
[2021-01-20 13:51:48 main:574] : INFO : Epoch 2042 | loss: 0.0311829 | val_loss: 0.0311867 | Time: 3576.47 ms
[2021-01-20 13:51:52 main:574] : INFO : Epoch 2043 | loss: 0.0311841 | val_loss: 0.0311873 | Time: 3616.59 ms
[2021-01-20 13:51:56 main:574] : INFO : Epoch 2044 | loss: 0.0311822 | val_loss: 0.0311824 | Time: 3632.32 ms
[2021-01-20 13:52:00 main:574] : INFO : Epoch 2045 | loss: 0.0311829 | val_loss: 0.0311839 | Time: 3605.44 ms
[2021-01-20 13:52:03 main:574] : INFO : Epoch 2046 | loss: 0.0311824 | val_loss: 0.031184 | Time: 3803.47 ms
[2021-01-20 13:52:08 main:574] : INFO : Epoch 2047 | loss: 0.0311869 | val_loss: 0.0311855 | Time: 3888.63 ms
[2021-01-20 13:52:11 main:574] : INFO : Epoch 2048 | loss: 0.0311838 | val_loss: 0.0311821 | Time: 3431.81 ms
[2021-01-20 13:52:11 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311821
[2021-01-20 13:52:11 main:603] : INFO : Saving end state to config to file
[2021-01-20 13:52:11 main:608] : INFO : Success, exiting..
13:52:11 (6376): 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)