Task 4250224
| Name | ParityMachine-1612383050-17018-4_0 |
| Workunit | 2338559 |
| Created | 2 Mar 2021, 14:15:21 UTC |
| Sent | 12 Mar 2021, 8:27:22 UTC |
| Report deadline | 19 Mar 2021, 8:27:22 UTC |
| Received | 12 Mar 2021, 10:19:58 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 9955 |
| Run time | 1 hours 50 min 1 sec |
| CPU time | 1 hours 47 min 54 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,883.33 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.59 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 38 main:574] : INFO : Epoch 1542 | loss: 0.0311168 | val_loss: 0.0311393 | Time: 3194.28 ms [2021-03-12 10:52:41 main:574] : INFO : Epoch 1543 | loss: 0.031116 | val_loss: 0.0311394 | Time: 3195.56 ms [2021-03-12 10:52:45 main:574] : INFO : Epoch 1544 | loss: 0.0311171 | val_loss: 0.0311381 | Time: 3123.19 ms [2021-03-12 10:52:48 main:574] : INFO : Epoch 1545 | loss: 0.0311171 | val_loss: 0.0311402 | Time: 3143.67 ms [2021-03-12 10:52:51 main:574] : INFO : Epoch 1546 | loss: 0.031119 | val_loss: 0.0311367 | Time: 3220.82 ms [2021-03-12 10:52:54 main:574] : INFO : Epoch 1547 | loss: 0.0311231 | val_loss: 0.0311379 | Time: 3167.53 ms [2021-03-12 10:52:57 main:574] : INFO : Epoch 1548 | loss: 0.0311225 | val_loss: 0.0311366 | Time: 3189.04 ms [2021-03-12 10:53:01 main:574] : INFO : Epoch 1549 | loss: 0.0311241 | val_loss: 0.0311374 | Time: 3175.24 ms [2021-03-12 10:53:04 main:574] : INFO : Epoch 1550 | loss: 0.0311245 | val_loss: 0.0311376 | Time: 3153.1 ms [2021-03-12 10:53:07 main:574] : INFO : Epoch 1551 | loss: 0.0311249 | val_loss: 0.0311389 | Time: 3175.7 ms [2021-03-12 10:53:10 main:574] : INFO : Epoch 1552 | loss: 0.0311232 | val_loss: 0.0311368 | Time: 3159.48 ms [2021-03-12 10:53:13 main:574] : INFO : Epoch 1553 | loss: 0.0311213 | val_loss: 0.0311381 | Time: 3216.45 ms [2021-03-12 10:53:17 main:574] : INFO : Epoch 1554 | loss: 0.0311202 | val_loss: 0.0311375 | Time: 3171.29 ms [2021-03-12 10:53:20 main:574] : INFO : Epoch 1555 | loss: 0.0311192 | val_loss: 0.0311409 | Time: 3142.02 ms [2021-03-12 10:53:23 main:574] : INFO : Epoch 1556 | loss: 0.0311192 | val_loss: 0.0311369 | Time: 3199.88 ms [2021-03-12 10:53:26 main:574] : INFO : Epoch 1557 | loss: 0.0311194 | val_loss: 0.0311358 | Time: 3133.44 ms [2021-03-12 10:53:30 main:574] : INFO : Epoch 1558 | loss: 0.0311182 | val_loss: 0.031135 | Time: 3197.74 ms [2021-03-12 10:53:33 main:574] : INFO : Epoch 1559 | loss: 0.0311173 | val_loss: 0.0311353 | Time: 3180.18 ms [2021-03-12 10:53:36 main:574] : INFO : Epoch 1560 | loss: 0.0311171 | val_loss: 0.031138 | Time: 3209.02 ms [2021-03-12 10:53:39 main:574] : INFO : Epoch 1561 | loss: 0.0311212 | val_loss: 0.0311384 | Time: 3213.25 ms [2021-03-12 10:53:42 main:574] : INFO : Epoch 1562 | loss: 0.0311234 | val_loss: 0.0311407 | Time: 3144.11 ms [2021-03-12 10:53:46 main:574] : INFO : Epoch 1563 | loss: 0.031123 | val_loss: 0.031143 | Time: 3230.1 ms [2021-03-12 10:53:49 main:574] : INFO : Epoch 1564 | loss: 0.0311243 | val_loss: 0.0311431 | Time: 3178.85 ms [2021-03-12 10:53:52 main:574] : INFO : Epoch 1565 | loss: 0.0311222 | val_loss: 0.0311396 | Time: 3170.99 ms [2021-03-12 10:53:55 main:574] : INFO : Epoch 1566 | loss: 0.0311225 | val_loss: 0.0311404 | Time: 3132.57 ms [2021-03-12 10:53:58 main:574] : INFO : Epoch 1567 | loss: 0.0311212 | val_loss: 0.0311385 | Time: 3219.15 ms [2021-03-12 10:54:02 main:574] : INFO : Epoch 1568 | loss: 0.0311214 | val_loss: 0.0311416 | Time: 3187.76 ms [2021-03-12 10:54:05 main:574] : INFO : Epoch 1569 | loss: 0.0311201 | val_loss: 0.0311428 | Time: 3202.33 ms [2021-03-12 10:54:08 main:574] : INFO : Epoch 1570 | loss: 0.0311196 | val_loss: 0.03114 | Time: 3172.36 ms [2021-03-12 10:54:11 main:574] : INFO : Epoch 1571 | loss: 0.0311181 | val_loss: 0.0311393 | Time: 3213.85 ms [2021-03-12 10:54:15 main:574] : INFO : Epoch 1572 | loss: 0.0311197 | val_loss: 0.0311413 | Time: 3126.76 ms [2021-03-12 10:54:18 main:574] : INFO : Epoch 1573 | loss: 0.0311205 | val_loss: 0.0311351 | Time: 3150.18 ms [2021-03-12 10:54:21 main:574] : INFO : Epoch 1574 | loss: 0.0311218 | val_loss: 0.031135 | Time: 3227.25 ms [2021-03-12 10:54:24 main:574] : INFO : Epoch 1575 | loss: 0.0311196 | val_loss: 0.0311355 | Time: 3198.93 ms [2021-03-12 10:54:27 main:574] : INFO : Epoch 1576 | loss: 0.0311206 | val_loss: 0.0311374 | Time: 3180.88 ms [2021-03-12 10:54:31 main:574] : INFO : Epoch 1577 | loss: 0.0311221 | val_loss: 0.031138 | Time: 3124.77 ms [2021-03-12 10:54:34 main:574] : INFO : Epoch 1578 | loss: 0.0311208 | val_loss: 0.0311389 | Time: 3139.12 ms [2021-03-12 10:54:37 main:574] : INFO : Epoch 1579 | loss: 0.03112 | val_loss: 0.0311378 | Time: 3169.25 ms [2021-03-12 10:54:40 main:574] : INFO : Epoch 1580 | loss: 0.0311193 | val_loss: 0.0311367 | Time: 3196.17 ms [2021-03-12 10:54:43 main:574] : INFO : Epoch 1581 | loss: 0.0311202 | val_loss: 0.0311387 | Time: 3184.66 ms [2021-03-12 10:54:47 main:574] : INFO : Epoch 1582 | loss: 0.0311184 | val_loss: 0.0311377 | Time: 3127.34 ms [2021-03-12 10:54:50 main:574] : INFO : Epoch 1583 | loss: 0.031119 | val_loss: 0.031138 | Time: 3118.11 ms [2021-03-12 10:54:53 main:574] : INFO : Epoch 1584 | loss: 0.0311186 | val_loss: 0.0311406 | Time: 3170.08 ms [2021-03-12 10:54:56 main:574] : INFO : Epoch 1585 | loss: 0.0311199 | val_loss: 0.0311372 | Time: 3179.08 ms [2021-03-12 10:54:59 main:574] : INFO : Epoch 1586 | loss: 0.0311219 | val_loss: 0.0311406 | Time: 3155.68 ms [2021-03-12 10:55:02 main:574] : INFO : Epoch 1587 | loss: 0.0311217 | val_loss: 0.0311411 | Time: 3149.19 ms [2021-03-12 10:55:06 main:574] : INFO : Epoch 1588 | loss: 0.0311233 | val_loss: 0.0311435 | Time: 3132.64 ms [2021-03-12 10:55:09 main:574] : INFO : Epoch 1589 | loss: 0.0311256 | val_loss: 0.0311394 | Time: 3198.04 ms [2021-03-12 10:55:12 main:574] : INFO : Epoch 1590 | loss: 0.0311215 | val_loss: 0.0311376 | Time: 3207.58 ms [2021-03-12 10:55:15 main:574] : INFO : Epoch 1591 | loss: 0.0311228 | val_loss: 0.0311419 | Time: 3185.55 ms [2021-03-12 10:55:19 main:574] : INFO : Epoch 1592 | loss: 0.0311286 | val_loss: 0.0311424 | Time: 3176.52 ms [2021-03-12 10:55:22 main:574] : INFO : Epoch 1593 | loss: 0.0311298 | val_loss: 0.0311558 | Time: 3181.46 ms [2021-03-12 10:55:25 main:574] : INFO : Epoch 1594 | loss: 0.0311418 | val_loss: 0.0311541 | Time: 3214 ms [2021-03-12 10:55:28 main:574] : INFO : Epoch 1595 | loss: 0.0311395 | val_loss: 0.0311486 | Time: 3179.81 ms [2021-03-12 10:55:31 main:574] : INFO : Epoch 1596 | loss: 0.0311359 | val_loss: 0.0311463 | Time: 3129.29 ms [2021-03-12 10:55:35 main:574] : INFO : Epoch 1597 | loss: 0.0311346 | val_loss: 0.0311519 | Time: 3150.98 ms [2021-03-12 10:55:38 main:574] : INFO : Epoch 1598 | loss: 0.0311372 | val_loss: 0.0311467 | Time: 3173.09 ms [2021-03-12 10:55:41 main:574] : INFO : Epoch 1599 | loss: 0.0311382 | val_loss: 0.0311497 | Time: 3141.11 ms [2021-03-12 10:55:44 main:574] : INFO : Epoch 1600 | loss: 0.0311385 | val_loss: 0.0311469 | Time: 3168.81 ms [2021-03-12 10:55:48 main:574] : INFO : Epoch 1601 | loss: 0.0311345 | val_loss: 0.0311458 | Time: 3204.58 ms [2021-03-12 10:55:51 main:574] : INFO : Epoch 1602 | loss: 0.0311336 | val_loss: 0.0311428 | Time: 3165.38 ms [2021-03-12 10:55:54 main:574] : INFO : Epoch 1603 | loss: 0.031135 | val_loss: 0.0311456 | Time: 3226.05 ms [2021-03-12 10:55:57 main:574] : INFO : Epoch 1604 | loss: 0.0311328 | val_loss: 0.0311433 | Time: 3227.95 ms [2021-03-12 10:56:00 main:574] : INFO : Epoch 1605 | loss: 0.031135 | val_loss: 0.0311507 | Time: 3187.73 ms [2021-03-12 10:56:04 main:574] : INFO : Epoch 1606 | loss: 0.0311356 | val_loss: 0.0311492 | Time: 3268.79 ms [2021-03-12 10:56:07 main:574] : INFO : Epoch 1607 | loss: 0.0311332 | val_loss: 0.0311447 | Time: 3199 ms [2021-03-12 10:56:10 main:574] : INFO : Epoch 1608 | loss: 0.031132 | val_loss: 0.0311452 | Time: 3183.94 ms [2021-03-12 10:56:13 main:574] : INFO : Epoch 1609 | loss: 0.0311323 | val_loss: 0.0311438 | Time: 3178.75 ms [2021-03-12 10:56:17 main:574] : INFO : Epoch 1610 | loss: 0.0311326 | val_loss: 0.0311457 | Time: 3212.45 ms [2021-03-12 10:56:20 main:574] : INFO : Epoch 1611 | loss: 0.0311313 | val_loss: 0.0311407 | Time: 3178.1 ms [2021-03-12 10:56:23 main:574] : INFO : Epoch 1612 | loss: 0.0311304 | val_loss: 0.0311418 | Time: 3189.57 ms [2021-03-12 10:56:26 main:574] : INFO : Epoch 1613 | loss: 0.031129 | val_loss: 0.0311414 | Time: 3194.53 ms [2021-03-12 10:56:30 main:574] : INFO : Epoch 1614 | loss: 0.0311283 | val_loss: 0.0311411 | Time: 3208.37 ms [2021-03-12 10:56:33 main:574] : INFO : Epoch 1615 | loss: 0.031127 | val_loss: 0.0311429 | Time: 3181.87 ms [2021-03-12 10:56:36 main:574] : INFO : Epoch 1616 | loss: 0.0311269 | val_loss: 0.0311436 | Time: 3102.37 ms [2021-03-12 10:56:39 main:574] : INFO : Epoch 1617 | loss: 0.031126 | val_loss: 0.0311438 | Time: 3156.53 ms [2021-03-12 10:56:42 main:574] : INFO : Epoch 1618 | loss: 0.0311271 | val_loss: 0.0311466 | Time: 3148.33 ms [2021-03-12 10:56:45 main:574] : INFO : Epoch 1619 | loss: 0.0311278 | val_loss: 0.0311419 | Time: 3119.39 ms [2021-03-12 10:56:49 main:574] : INFO : Epoch 1620 | loss: 0.0311287 | val_loss: 0.0311417 | Time: 3183.2 ms [2021-03-12 10:56:52 main:574] : INFO : Epoch 1621 | loss: 0.031126 | val_loss: 0.0311441 | Time: 3184.2 ms [2021-03-12 10:56:55 main:574] : INFO : Epoch 1622 | loss: 0.0311261 | val_loss: 0.0311412 | Time: 3196.95 ms [2021-03-12 10:56:58 main:574] : INFO : Epoch 1623 | loss: 0.0311274 | val_loss: 0.0311471 | Time: 3173.92 ms [2021-03-12 10:57:01 main:574] : INFO : Epoch 1624 | loss: 0.0311344 | val_loss: 0.0311457 | Time: 3208.73 ms [2021-03-12 10:57:05 main:574] : INFO : Epoch 1625 | loss: 0.0311345 | val_loss: 0.0311453 | Time: 3173.62 ms [2021-03-12 10:57:08 main:574] : INFO : Epoch 1626 | loss: 0.0311307 | val_loss: 0.0311434 | Time: 3174.19 ms [2021-03-12 10:57:11 main:574] : INFO : Epoch 1627 | loss: 0.031129 | val_loss: 0.0311416 | Time: 3171.31 ms [2021-03-12 10:57:14 main:574] : INFO : Epoch 1628 | loss: 0.0311286 | val_loss: 0.0311441 | Time: 3132.73 ms [2021-03-12 10:57:17 main:574] : INFO : Epoch 1629 | loss: 0.0311306 | val_loss: 0.0311444 | Time: 3175.33 ms [2021-03-12 10:57:21 main:574] : INFO : Epoch 1630 | loss: 0.0311299 | val_loss: 0.0311462 | Time: 3208.6 ms [2021-03-12 10:57:24 main:574] : INFO : Epoch 1631 | loss: 0.0311427 | val_loss: 0.0311668 | Time: 3155.57 ms [2021-03-12 10:57:27 main:574] : INFO : Epoch 1632 | loss: 0.0311695 | val_loss: 0.0311704 | Time: 3184.73 ms [2021-03-12 10:57:30 main:574] : INFO : Epoch 1633 | loss: 0.0311636 | val_loss: 0.0311611 | Time: 3160.38 ms [2021-03-12 10:57:34 main:574] : INFO : Epoch 1634 | loss: 0.0311593 | val_loss: 0.0311664 | Time: 3538.27 ms [2021-03-12 10:57:37 main:574] : INFO : Epoch 1635 | loss: 0.0311578 | val_loss: 0.0311591 | Time: 3173.3 ms [2021-03-12 10:57:40 main:574] : INFO : Epoch 1636 | loss: 0.0311528 | val_loss: 0.0311585 | Time: 3174.19 ms [2021-03-12 10:57:43 main:574] : INFO : Epoch 1637 | loss: 0.0311511 | val_loss: 0.0311564 | Time: 3162.16 ms [2021-03-12 10:57:47 main:574] : INFO : Epoch 1638 | loss: 0.0311504 | val_loss: 0.0311562 | Time: 3181.55 ms [2021-03-12 10:57:50 main:574] : INFO : Epoch 1639 | loss: 0.0311492 | val_loss: 0.0311554 | Time: 3175.24 ms [2021-03-12 10:57:53 main:574] : INFO : Epoch 1640 | loss: 0.0311491 | val_loss: 0.0311557 | Time: 3230.05 ms [2021-03-12 10:57:56 main:574] : INFO : Epoch 1641 | loss: 0.0311465 | val_loss: 0.0311543 | Time: 3224.56 ms [2021-03-12 10:58:00 main:574] : INFO : Epoch 1642 | loss: 0.0311467 | val_loss: 0.0311546 | Time: 3179.24 ms [2021-03-12 10:58:03 main:574] : INFO : Epoch 1643 | loss: 0.0311474 | val_loss: 0.0311549 | Time: 3184.15 ms [2021-03-12 10:58:06 main:574] : INFO : Epoch 1644 | loss: 0.0311472 | val_loss: 0.0311566 | Time: 3185.24 ms [2021-03-12 10:58:09 main:574] : INFO : Epoch 1645 | loss: 0.0311484 | val_loss: 0.0311551 | Time: 3204.15 ms [2021-03-12 10:58:12 main:574] : INFO : Epoch 1646 | loss: 0.0311474 | val_loss: 0.0311583 | Time: 3232.46 ms [2021-03-12 10:58:16 main:574] : INFO : Epoch 1647 | loss: 0.031147 | val_loss: 0.0311556 | Time: 3197.65 ms [2021-03-12 10:58:19 main:574] : INFO : Epoch 1648 | loss: 0.0311448 | val_loss: 0.0311525 | Time: 3136.03 ms [2021-03-12 10:58:22 main:574] : INFO : Epoch 1649 | loss: 0.0311439 | val_loss: 0.0311503 | Time: 3196.41 ms [2021-03-12 10:58:25 main:574] : INFO : Epoch 1650 | loss: 0.0311429 | val_loss: 0.0311526 | Time: 3155.12 ms [2021-03-12 10:58:29 main:574] : INFO : Epoch 1651 | loss: 0.0311423 | val_loss: 0.0311518 | Time: 3176.12 ms [2021-03-12 10:58:32 main:574] : INFO : Epoch 1652 | loss: 0.0311421 | val_loss: 0.0311518 | Time: 3214.19 ms [2021-03-12 10:58:35 main:574] : INFO : Epoch 1653 | loss: 0.0311421 | val_loss: 0.031151 | Time: 3233.09 ms [2021-03-12 10:58:38 main:574] : INFO : Epoch 1654 | loss: 0.0311439 | val_loss: 0.0311518 | Time: 3175.79 ms [2021-03-12 10:58:41 main:574] : INFO : Epoch 1655 | loss: 0.0311414 | val_loss: 0.0311541 | Time: 3202.17 ms [2021-03-12 10:58:45 main:574] : INFO : Epoch 1656 | loss: 0.031142 | val_loss: 0.0311511 | Time: 3191.45 ms [2021-03-12 10:58:48 main:574] : INFO : Epoch 1657 | loss: 0.0311404 | val_loss: 0.0311501 | Time: 3197.27 ms [2021-03-12 10:58:51 main:574] : INFO : Epoch 1658 | loss: 0.0311412 | val_loss: 0.0311517 | Time: 3201.04 ms [2021-03-12 10:58:54 main:574] : INFO : Epoch 1659 | loss: 0.0311409 | val_loss: 0.031155 | Time: 3196.43 ms [2021-03-12 10:58:58 main:574] : INFO : Epoch 1660 | loss: 0.0311565 | val_loss: 0.0311563 | Time: 3189.28 ms [2021-03-12 10:59:01 main:574] : INFO : Epoch 1661 | loss: 0.0311918 | val_loss: 0.0311682 | Time: 3164.67 ms [2021-03-12 10:59:04 main:574] : INFO : Epoch 1662 | loss: 0.0313274 | val_loss: 0.0320474 | Time: 3156.33 ms [2021-03-12 10:59:07 main:574] : INFO : Epoch 1663 | loss: 0.0325744 | val_loss: 0.0331456 | Time: 3210.62 ms [2021-03-12 10:59:10 main:574] : INFO : Epoch 1664 | loss: 0.0319147 | val_loss: 0.0314291 | Time: 3216.32 ms [2021-03-12 10:59:14 main:574] : INFO : Epoch 1665 | loss: 0.0312617 | val_loss: 0.0311814 | Time: 3179.08 ms [2021-03-12 10:59:17 main:574] : INFO : Epoch 1666 | loss: 0.0311679 | val_loss: 0.0311573 | Time: 3210.33 ms [2021-03-12 10:59:20 main:574] : INFO : Epoch 1667 | loss: 0.0311518 | val_loss: 0.0311503 | Time: 3217.23 ms [2021-03-12 10:59:23 main:574] : INFO : Epoch 1668 | loss: 0.0311476 | val_loss: 0.0311493 | Time: 3229.55 ms [2021-03-12 10:59:27 main:574] : INFO : Epoch 1669 | loss: 0.0311481 | val_loss: 0.0311501 | Time: 3244.54 ms [2021-03-12 10:59:30 main:574] : INFO : Epoch 1670 | loss: 0.0311472 | val_loss: 0.0311504 | Time: 3141.8 ms [2021-03-12 10:59:33 main:574] : INFO : Epoch 1671 | loss: 0.0311455 | val_loss: 0.0311496 | Time: 3208.85 ms [2021-03-12 10:59:36 main:574] : INFO : Epoch 1672 | loss: 0.0311439 | val_loss: 0.0311497 | Time: 3202.95 ms [2021-03-12 10:59:40 main:574] : INFO : Epoch 1673 | loss: 0.0311431 | val_loss: 0.0311493 | Time: 3210.79 ms [2021-03-12 10:59:43 main:574] : INFO : Epoch 1674 | loss: 0.0311425 | val_loss: 0.0311464 | Time: 3223.63 ms [2021-03-12 10:59:46 main:574] : INFO : Epoch 1675 | loss: 0.0311414 | val_loss: 0.031146 | Time: 3202.52 ms [2021-03-12 10:59:49 main:574] : INFO : Epoch 1676 | loss: 0.0311414 | val_loss: 0.0311472 | Time: 3225.49 ms [2021-03-12 10:59:53 main:574] : INFO : Epoch 1677 | loss: 0.031141 | val_loss: 0.0311453 | Time: 3174.81 ms [2021-03-12 10:59:56 main:574] : INFO : Epoch 1678 | loss: 0.0311401 | val_loss: 0.0311452 | Time: 3171.58 ms [2021-03-12 10:59:59 main:574] : INFO : Epoch 1679 | loss: 0.0311396 | val_loss: 0.0311453 | Time: 3220.12 ms [2021-03-12 11:00:02 main:574] : INFO : Epoch 1680 | loss: 0.0311395 | val_loss: 0.031145 | Time: 3230.56 ms [2021-03-12 11:00:06 main:574] : INFO : Epoch 1681 | loss: 0.0311386 | val_loss: 0.0311464 | Time: 3160.09 ms [2021-03-12 11:00:09 main:574] : INFO : Epoch 1682 | loss: 0.0311393 | val_loss: 0.0311455 | Time: 3277.8 ms [2021-03-12 11:00:12 main:574] : INFO : Epoch 1683 | loss: 0.0311394 | val_loss: 0.031145 | Time: 3208 ms [2021-03-12 11:00:15 main:574] : INFO : Epoch 1684 | loss: 0.0311393 | val_loss: 0.0311455 | Time: 3190.38 ms [2021-03-12 11:00:18 main:574] : INFO : Epoch 1685 | loss: 0.0311392 | val_loss: 0.031147 | Time: 3181.45 ms [2021-03-12 11:00:22 main:574] : INFO : Epoch 1686 | loss: 0.0311412 | val_loss: 0.031146 | Time: 3176.08 ms [2021-03-12 11:00:25 main:574] : INFO : Epoch 1687 | loss: 0.0311399 | val_loss: 0.0311482 | Time: 3284.66 ms [2021-03-12 11:00:28 main:574] : INFO : Epoch 1688 | loss: 0.0311393 | val_loss: 0.0311476 | Time: 3187.44 ms [2021-03-12 11:00:31 main:574] : INFO : Epoch 1689 | loss: 0.0311384 | val_loss: 0.031147 | Time: 3156.31 ms [2021-03-12 11:00:35 main:574] : INFO : Epoch 1690 | loss: 0.0311387 | val_loss: 0.0311458 | Time: 3146.86 ms [2021-03-12 11:00:38 main:574] : INFO : Epoch 1691 | loss: 0.0311378 | val_loss: 0.031147 | Time: 3191.72 ms [2021-03-12 11:00:41 main:574] : INFO : Epoch 1692 | loss: 0.0311371 | val_loss: 0.0311453 | Time: 3164.24 ms [2021-03-12 11:00:44 main:574] : INFO : Epoch 1693 | loss: 0.0311369 | val_loss: 0.0311448 | Time: 3235.33 ms [2021-03-12 11:00:47 main:574] : INFO : Epoch 1694 | loss: 0.0311369 | val_loss: 0.0311455 | Time: 3188.45 ms [2021-03-12 11:00:51 main:574] : INFO : Epoch 1695 | loss: 0.031136 | val_loss: 0.0311445 | Time: 3216.86 ms [2021-03-12 11:00:54 main:574] : INFO : Epoch 1696 | loss: 0.0311361 | val_loss: 0.0311458 | Time: 3236.05 ms [2021-03-12 11:00:57 main:574] : INFO : Epoch 1697 | loss: 0.0311364 | val_loss: 0.0311458 | Time: 3170.73 ms [2021-03-12 11:01:00 main:574] : INFO : Epoch 1698 | loss: 0.0311356 | val_loss: 0.0311439 | Time: 3216.7 ms [2021-03-12 11:01:04 main:574] : INFO : Epoch 1699 | loss: 0.0311363 | val_loss: 0.0311452 | Time: 3166.56 ms [2021-03-12 11:01:07 main:574] : INFO : Epoch 1700 | loss: 0.0311376 | val_loss: 0.0311471 | Time: 3205.16 ms [2021-03-12 11:01:10 main:574] : INFO : Epoch 1701 | loss: 0.0311368 | val_loss: 0.0311477 | Time: 3182.2 ms [2021-03-12 11:01:13 main:574] : INFO : Epoch 1702 | loss: 0.0311353 | val_loss: 0.0311457 | Time: 3166.73 ms [2021-03-12 11:01:16 main:574] : INFO : Epoch 1703 | loss: 0.0311342 | val_loss: 0.0311443 | Time: 3195.94 ms [2021-03-12 11:01:20 main:574] : INFO : Epoch 1704 | loss: 0.0311354 | val_loss: 0.0311447 | Time: 3227.13 ms [2021-03-12 11:01:23 main:574] : INFO : Epoch 1705 | loss: 0.0311363 | val_loss: 0.031146 | Time: 3219.13 ms [2021-03-12 11:01:26 main:574] : INFO : Epoch 1706 | loss: 0.031136 | val_loss: 0.0311467 | Time: 3159.95 ms [2021-03-12 11:01:29 main:574] : INFO : Epoch 1707 | loss: 0.0311365 | val_loss: 0.031145 | Time: 3150.85 ms [2021-03-12 11:01:33 main:574] : INFO : Epoch 1708 | loss: 0.0311352 | val_loss: 0.0311433 | Time: 3166.45 ms [2021-03-12 11:01:36 main:574] : INFO : Epoch 1709 | loss: 0.0311347 | val_loss: 0.0311436 | Time: 3252.58 ms [2021-03-12 11:01:39 main:574] : INFO : Epoch 1710 | loss: 0.0311361 | val_loss: 0.0311434 | Time: 3191.54 ms [2021-03-12 11:01:42 main:574] : INFO : Epoch 1711 | loss: 0.0311369 | val_loss: 0.0311424 | Time: 3186.98 ms [2021-03-12 11:01:45 main:574] : INFO : Epoch 1712 | loss: 0.0311363 | val_loss: 0.0311435 | Time: 3172.77 ms [2021-03-12 11:01:49 main:574] : INFO : Epoch 1713 | loss: 0.0311357 | val_loss: 0.0311409 | Time: 3177.2 ms [2021-03-12 11:01:52 main:574] : INFO : Epoch 1714 | loss: 0.0311344 | val_loss: 0.0311424 | Time: 3211.63 ms [2021-03-12 11:01:55 main:574] : INFO : Epoch 1715 | loss: 0.0311358 | val_loss: 0.0311423 | Time: 3227 ms [2021-03-12 11:01:58 main:574] : INFO : Epoch 1716 | loss: 0.0311356 | val_loss: 0.0311407 | Time: 3204.06 ms [2021-03-12 11:02:02 main:574] : INFO : Epoch 1717 | loss: 0.0311355 | val_loss: 0.0311411 | Time: 3208.89 ms [2021-03-12 11:02:05 main:574] : INFO : Epoch 1718 | loss: 0.0311351 | val_loss: 0.0311414 | Time: 3213.78 ms [2021-03-12 11:02:08 main:574] : INFO : Epoch 1719 | loss: 0.0311365 | val_loss: 0.0311439 | Time: 3163.3 ms [2021-03-12 11:02:11 main:574] : INFO : Epoch 1720 | loss: 0.0311348 | val_loss: 0.0311409 | Time: 3181.62 ms [2021-03-12 11:02:14 main:574] : INFO : Epoch 1721 | loss: 0.0311343 | val_loss: 0.0311446 | Time: 3166.43 ms [2021-03-12 11:02:18 main:574] : INFO : Epoch 1722 | loss: 0.0311356 | val_loss: 0.0311433 | Time: 3128.17 ms [2021-03-12 11:02:21 main:574] : INFO : Epoch 1723 | loss: 0.0311348 | val_loss: 0.0311424 | Time: 3188.22 ms [2021-03-12 11:02:24 main:574] : INFO : Epoch 1724 | loss: 0.0311331 | val_loss: 0.0311416 | Time: 3191.97 ms [2021-03-12 11:02:27 main:574] : INFO : Epoch 1725 | loss: 0.0311336 | val_loss: 0.0311414 | Time: 3251.53 ms [2021-03-12 11:02:31 main:574] : INFO : Epoch 1726 | loss: 0.0311336 | val_loss: 0.0311407 | Time: 3191.73 ms [2021-03-12 11:02:34 main:574] : INFO : Epoch 1727 | loss: 0.0311338 | val_loss: 0.0311439 | Time: 3197.75 ms [2021-03-12 11:02:37 main:574] : INFO : Epoch 1728 | loss: 0.0311347 | val_loss: 0.0311444 | Time: 3223.16 ms [2021-03-12 11:02:40 main:574] : INFO : Epoch 1729 | loss: 0.0311365 | val_loss: 0.0311446 | Time: 3227.64 ms [2021-03-12 11:02:44 main:574] : INFO : Epoch 1730 | loss: 0.0311337 | val_loss: 0.0311425 | Time: 3258.28 ms [2021-03-12 11:02:47 main:574] : INFO : Epoch 1731 | loss: 0.0311336 | val_loss: 0.031144 | Time: 3214.13 ms [2021-03-12 11:02:50 main:574] : INFO : Epoch 1732 | loss: 0.0311323 | val_loss: 0.0311429 | Time: 3201.17 ms [2021-03-12 11:02:53 main:574] : INFO : Epoch 1733 | loss: 0.0311334 | val_loss: 0.0311449 | Time: 3217.38 ms [2021-03-12 11:02:57 main:574] : INFO : Epoch 1734 | loss: 0.0311331 | val_loss: 0.0311426 | Time: 3231.39 ms [2021-03-12 11:03:00 main:574] : INFO : Epoch 1735 | loss: 0.0311333 | val_loss: 0.0311462 | Time: 3193.03 ms [2021-03-12 11:03:03 main:574] : INFO : Epoch 1736 | loss: 0.0311329 | val_loss: 0.0311425 | Time: 3215.9 ms [2021-03-12 11:03:06 main:574] : INFO : Epoch 1737 | loss: 0.0311334 | val_loss: 0.0311459 | Time: 3137.88 ms [2021-03-12 11:03:09 main:574] : INFO : Epoch 1738 | loss: 0.0311341 | val_loss: 0.0311422 | Time: 3190.13 ms [2021-03-12 11:03:13 main:574] : INFO : Epoch 1739 | loss: 0.0311318 | val_loss: 0.0311417 | Time: 3196.04 ms [2021-03-12 11:03:16 main:574] : INFO : Epoch 1740 | loss: 0.0311332 | val_loss: 0.0311419 | Time: 3192.01 ms [2021-03-12 11:03:19 main:574] : INFO : Epoch 1741 | loss: 0.0311313 | val_loss: 0.0311416 | Time: 3206.84 ms [2021-03-12 11:03:22 main:574] : INFO : Epoch 1742 | loss: 0.0311324 | val_loss: 0.0311424 | Time: 3157.09 ms [2021-03-12 11:03:25 main:574] : INFO : Epoch 1743 | loss: 0.0311318 | val_loss: 0.0311417 | Time: 3168.34 ms [2021-03-12 11:03:29 main:574] : INFO : Epoch 1744 | loss: 0.0311322 | val_loss: 0.0311413 | Time: 3154.54 ms [2021-03-12 11:03:32 main:574] : INFO : Epoch 1745 | loss: 0.0311323 | val_loss: 0.0311418 | Time: 3211.99 ms [2021-03-12 11:03:35 main:574] : INFO : Epoch 1746 | loss: 0.0311369 | val_loss: 0.0311443 | Time: 3179.8 ms [2021-03-12 11:03:38 main:574] : INFO : Epoch 1747 | loss: 0.0311374 | val_loss: 0.0311448 | Time: 3235.34 ms [2021-03-12 11:03:42 main:574] : INFO : Epoch 1748 | loss: 0.0311368 | val_loss: 0.0311439 | Time: 3156.38 ms [2021-03-12 11:03:45 main:574] : INFO : Epoch 1749 | loss: 0.0311356 | val_loss: 0.0311455 | Time: 3241.6 ms [2021-03-12 11:03:48 main:574] : INFO : Epoch 1750 | loss: 0.0311362 | val_loss: 0.0311442 | Time: 3214.57 ms [2021-03-12 11:03:51 main:574] : INFO : Epoch 1751 | loss: 0.0311345 | val_loss: 0.0311438 | Time: 3239.23 ms [2021-03-12 11:03:55 main:574] : INFO : Epoch 1752 | loss: 0.0311338 | val_loss: 0.0311444 | Time: 3224.65 ms [2021-03-12 11:03:58 main:574] : INFO : Epoch 1753 | loss: 0.0311335 | val_loss: 0.0311442 | Time: 3150.04 ms [2021-03-12 11:04:01 main:574] : INFO : Epoch 1754 | loss: 0.0311337 | val_loss: 0.0311456 | Time: 3201.09 ms [2021-03-12 11:04:04 main:574] : INFO : Epoch 1755 | loss: 0.0311335 | val_loss: 0.031144 | Time: 3155.86 ms [2021-03-12 11:04:08 main:574] : INFO : Epoch 1756 | loss: 0.0311332 | val_loss: 0.0311445 | Time: 3163.83 ms [2021-03-12 11:04:11 main:574] : INFO : Epoch 1757 | loss: 0.0311342 | val_loss: 0.0311459 | Time: 3167.32 ms [2021-03-12 11:04:14 main:574] : INFO : Epoch 1758 | loss: 0.0311335 | val_loss: 0.0311433 | Time: 3178.85 ms [2021-03-12 11:04:17 main:574] : INFO : Epoch 1759 | loss: 0.0311344 | val_loss: 0.0311443 | Time: 3168.66 ms [2021-03-12 11:04:20 main:574] : INFO : Epoch 1760 | loss: 0.0311318 | val_loss: 0.0311407 | Time: 3149.26 ms [2021-03-12 11:04:24 main:574] : INFO : Epoch 1761 | loss: 0.0311309 | val_loss: 0.0311438 | Time: 3193.92 ms [2021-03-12 11:04:27 main:574] : INFO : Epoch 1762 | loss: 0.0311314 | val_loss: 0.0311431 | Time: 3155.83 ms [2021-03-12 11:04:30 main:574] : INFO : Epoch 1763 | loss: 0.0311315 | val_loss: 0.0311431 | Time: 3208.07 ms [2021-03-12 11:04:33 main:574] : INFO : Epoch 1764 | loss: 0.0311309 | val_loss: 0.0311413 | Time: 3174.6 ms [2021-03-12 11:04:36 main:574] : INFO : Epoch 1765 | loss: 0.03113 | val_loss: 0.0311452 | Time: 3224.97 ms [2021-03-12 11:04:40 main:574] : INFO : Epoch 1766 | loss: 0.0311296 | val_loss: 0.0311431 | Time: 3193.6 ms [2021-03-12 11:04:43 main:574] : INFO : Epoch 1767 | loss: 0.0311299 | val_loss: 0.0311434 | Time: 3171.32 ms [2021-03-12 11:04:46 main:574] : INFO : Epoch 1768 | loss: 0.0311289 | val_loss: 0.0311434 | Time: 3236.12 ms [2021-03-12 11:04:49 main:574] : INFO : Epoch 1769 | loss: 0.0311303 | val_loss: 0.0311452 | Time: 3183.3 ms [2021-03-12 11:04:53 main:574] : INFO : Epoch 1770 | loss: 0.0311308 | val_loss: 0.03115 | Time: 3204.42 ms [2021-03-12 11:04:56 main:574] : INFO : Epoch 1771 | loss: 0.0311336 | val_loss: 0.031149 | Time: 3193.36 ms [2021-03-12 11:04:59 main:574] : INFO : Epoch 1772 | loss: 0.0311354 | val_loss: 0.0311497 | Time: 3193.32 ms [2021-03-12 11:05:02 main:574] : INFO : Epoch 1773 | loss: 0.0311348 | val_loss: 0.0311472 | Time: 3193.03 ms [2021-03-12 11:05:06 main:574] : INFO : Epoch 1774 | loss: 0.0311336 | val_loss: 0.0311481 | Time: 3173.49 ms [2021-03-12 11:05:09 main:574] : INFO : Epoch 1775 | loss: 0.0311328 | val_loss: 0.0311454 | Time: 3165.59 ms [2021-03-12 11:05:12 main:574] : INFO : Epoch 1776 | loss: 0.0311315 | val_loss: 0.0311444 | Time: 3145.35 ms [2021-03-12 11:05:15 main:574] : INFO : Epoch 1777 | loss: 0.0311311 | val_loss: 0.0311442 | Time: 3189 ms [2021-03-12 11:05:18 main:574] : INFO : Epoch 1778 | loss: 0.0311305 | val_loss: 0.031144 | Time: 3173.33 ms [2021-03-12 11:05:22 main:574] : INFO : Epoch 1779 | loss: 0.0311292 | val_loss: 0.0311432 | Time: 3201.13 ms [2021-03-12 11:05:25 main:574] : INFO : Epoch 1780 | loss: 0.0311304 | val_loss: 0.0311437 | Time: 3150.01 ms [2021-03-12 11:05:28 main:574] : INFO : Epoch 1781 | loss: 0.0311306 | val_loss: 0.0311422 | Time: 3174.13 ms [2021-03-12 11:05:31 main:574] : INFO : Epoch 1782 | loss: 0.0311309 | val_loss: 0.0311482 | Time: 3186.43 ms [2021-03-12 11:05:34 main:574] : INFO : Epoch 1783 | loss: 0.0311347 | val_loss: 0.0311507 | Time: 3142.25 ms [2021-03-12 11:05:38 main:574] : INFO : Epoch 1784 | loss: 0.0311344 | val_loss: 0.0311476 | Time: 3161.33 ms [2021-03-12 11:05:41 main:574] : INFO : Epoch 1785 | loss: 0.0311344 | val_loss: 0.0311484 | Time: 3177.62 ms [2021-03-12 11:05:44 main:574] : INFO : Epoch 1786 | loss: 0.0311335 | val_loss: 0.0311463 | Time: 3152.49 ms [2021-03-12 11:05:47 main:574] : INFO : Epoch 1787 | loss: 0.0311337 | val_loss: 0.0311466 | Time: 3164.97 ms [2021-03-12 11:05:50 main:574] : INFO : Epoch 1788 | loss: 0.031131 | val_loss: 0.0311451 | Time: 3188 ms [2021-03-12 11:05:54 main:574] : INFO : Epoch 1789 | loss: 0.0311298 | val_loss: 0.031145 | Time: 3219.23 ms [2021-03-12 11:05:57 main:574] : INFO : Epoch 1790 | loss: 0.0311296 | val_loss: 0.0311462 | Time: 3195.58 ms [2021-03-12 11:06:00 main:574] : INFO : Epoch 1791 | loss: 0.03113 | val_loss: 0.0311431 | Time: 3196.16 ms [2021-03-12 11:06:03 main:574] : INFO : Epoch 1792 | loss: 0.0311299 | val_loss: 0.031143 | Time: 3159.27 ms [2021-03-12 11:06:06 main:574] : INFO : Epoch 1793 | loss: 0.0311291 | val_loss: 0.0311446 | Time: 3195.98 ms [2021-03-12 11:06:10 main:574] : INFO : Epoch 1794 | loss: 0.0311313 | val_loss: 0.0311499 | Time: 3124.28 ms [2021-03-12 11:06:13 main:574] : INFO : Epoch 1795 | loss: 0.0311319 | val_loss: 0.0311487 | Time: 3173.57 ms [2021-03-12 11:06:16 main:574] : INFO : Epoch 1796 | loss: 0.0311295 | val_loss: 0.0311462 | Time: 3213.84 ms [2021-03-12 11:06:19 main:574] : INFO : Epoch 1797 | loss: 0.031128 | val_loss: 0.0311434 | Time: 3157.75 ms [2021-03-12 11:06:22 main:574] : INFO : Epoch 1798 | loss: 0.0311284 | val_loss: 0.0311446 | Time: 3188.93 ms [2021-03-12 11:06:26 main:574] : INFO : Epoch 1799 | loss: 0.0311275 | val_loss: 0.0311428 | Time: 3147.03 ms [2021-03-12 11:06:29 main:574] : INFO : Epoch 1800 | loss: 0.0311264 | val_loss: 0.031143 | Time: 3174.84 ms [2021-03-12 11:06:32 main:574] : INFO : Epoch 1801 | loss: 0.0311257 | val_loss: 0.031142 | Time: 3199.92 ms [2021-03-12 11:06:35 main:574] : INFO : Epoch 1802 | loss: 0.0311258 | val_loss: 0.0311447 | Time: 3201.26 ms [2021-03-12 11:06:39 main:574] : INFO : Epoch 1803 | loss: 0.0311274 | val_loss: 0.0311462 | Time: 3208.94 ms [2021-03-12 11:06:42 main:574] : INFO : Epoch 1804 | loss: 0.0311259 | val_loss: 0.0311422 | Time: 3202.18 ms [2021-03-12 11:06:45 main:574] : INFO : Epoch 1805 | loss: 0.0311246 | val_loss: 0.0311422 | Time: 3223.6 ms [2021-03-12 11:06:48 main:574] : INFO : Epoch 1806 | loss: 0.031126 | val_loss: 0.0311479 | Time: 3196.33 ms [2021-03-12 11:06:52 main:574] : INFO : Epoch 1807 | loss: 0.0311279 | val_loss: 0.0311443 | Time: 3198.12 ms [2021-03-12 11:06:55 main:574] : INFO : Epoch 1808 | loss: 0.0311258 | val_loss: 0.0311442 | Time: 3131.49 ms [2021-03-12 11:06:58 main:574] : INFO : Epoch 1809 | loss: 0.031128 | val_loss: 0.0311414 | Time: 3172.2 ms [2021-03-12 11:07:01 main:574] : INFO : Epoch 1810 | loss: 0.0311242 | val_loss: 0.0311406 | Time: 3148.09 ms [2021-03-12 11:07:04 main:574] : INFO : Epoch 1811 | loss: 0.031125 | val_loss: 0.0311474 | Time: 3234.64 ms [2021-03-12 11:07:08 main:574] : INFO : Epoch 1812 | loss: 0.0311245 | val_loss: 0.0311445 | Time: 3199.07 ms [2021-03-12 11:07:11 main:574] : INFO : Epoch 1813 | loss: 0.0311247 | val_loss: 0.0311409 | Time: 3161.41 ms [2021-03-12 11:07:14 main:574] : INFO : Epoch 1814 | loss: 0.0311226 | val_loss: 0.0311419 | Time: 3184.11 ms [2021-03-12 11:07:17 main:574] : INFO : Epoch 1815 | loss: 0.0311235 | val_loss: 0.0311419 | Time: 3170.21 ms [2021-03-12 11:07:20 main:574] : INFO : Epoch 1816 | loss: 0.031124 | val_loss: 0.0311417 | Time: 3186.62 ms [2021-03-12 11:07:24 main:574] : INFO : Epoch 1817 | loss: 0.0311237 | val_loss: 0.0311422 | Time: 3203.35 ms [2021-03-12 11:07:27 main:574] : INFO : Epoch 1818 | loss: 0.0311245 | val_loss: 0.0311453 | Time: 3191.35 ms [2021-03-12 11:07:30 main:574] : INFO : Epoch 1819 | loss: 0.0311233 | val_loss: 0.0311404 | Time: 3182.07 ms [2021-03-12 11:07:33 main:574] : INFO : Epoch 1820 | loss: 0.0311216 | val_loss: 0.0311379 | Time: 3234.79 ms [2021-03-12 11:07:37 main:574] : INFO : Epoch 1821 | loss: 0.0311219 | val_loss: 0.0311398 | Time: 3208.12 ms [2021-03-12 11:07:40 main:574] : INFO : Epoch 1822 | loss: 0.0311222 | val_loss: 0.0311391 | Time: 3197.69 ms [2021-03-12 11:07:43 main:574] : INFO : Epoch 1823 | loss: 0.0311222 | val_loss: 0.03114 | Time: 3172.53 ms [2021-03-12 11:07:46 main:574] : INFO : Epoch 1824 | loss: 0.0311218 | val_loss: 0.0311412 | Time: 3218.89 ms [2021-03-12 11:07:49 main:574] : INFO : Epoch 1825 | loss: 0.031121 | val_loss: 0.0311381 | Time: 3247.95 ms [2021-03-12 11:07:53 main:574] : INFO : Epoch 1826 | loss: 0.0311206 | val_loss: 0.0311428 | Time: 3190.09 ms [2021-03-12 11:07:56 main:574] : INFO : Epoch 1827 | loss: 0.0311224 | val_loss: 0.031141 | Time: 3170.87 ms [2021-03-12 11:07:59 main:574] : INFO : Epoch 1828 | loss: 0.0311219 | val_loss: 0.031145 | Time: 3213.08 ms [2021-03-12 11:08:02 main:574] : INFO : Epoch 1829 | loss: 0.0311276 | val_loss: 0.0311416 | Time: 3194.16 ms [2021-03-12 11:08:06 main:574] : INFO : Epoch 1830 | loss: 0.0311274 | val_loss: 0.0311424 | Time: 3190.67 ms [2021-03-12 11:08:09 main:574] : INFO : Epoch 1831 | loss: 0.0311291 | val_loss: 0.0311414 | Time: 3240.5 ms [2021-03-12 11:08:12 main:574] : INFO : Epoch 1832 | loss: 0.0311277 | val_loss: 0.0311405 | Time: 3170.88 ms [2021-03-12 11:08:15 main:574] : INFO : Epoch 1833 | loss: 0.0311291 | val_loss: 0.0311399 | Time: 3135.41 ms [2021-03-12 11:08:18 main:574] : INFO : Epoch 1834 | loss: 0.0311278 | val_loss: 0.0311415 | Time: 3200.79 ms [2021-03-12 11:08:22 main:574] : INFO : Epoch 1835 | loss: 0.0311281 | val_loss: 0.0311411 | Time: 3177.49 ms [2021-03-12 11:08:25 main:574] : INFO : Epoch 1836 | loss: 0.0311265 | val_loss: 0.0311371 | Time: 3144.12 ms [2021-03-12 11:08:28 main:574] : INFO : Epoch 1837 | loss: 0.031126 | val_loss: 0.0311377 | Time: 3245.67 ms [2021-03-12 11:08:31 main:574] : INFO : Epoch 1838 | loss: 0.0311246 | val_loss: 0.031136 | Time: 3169.33 ms [2021-03-12 11:08:35 main:574] : INFO : Epoch 1839 | loss: 0.0311233 | val_loss: 0.0311364 | Time: 3164.92 ms [2021-03-12 11:08:38 main:574] : INFO : Epoch 1840 | loss: 0.0311231 | val_loss: 0.0311394 | Time: 3157.79 ms [2021-03-12 11:08:41 main:574] : INFO : Epoch 1841 | loss: 0.0311236 | val_loss: 0.0311383 | Time: 3154.94 ms [2021-03-12 11:08:44 main:574] : INFO : Epoch 1842 | loss: 0.0311245 | val_loss: 0.0311388 | Time: 3170.54 ms [2021-03-12 11:08:47 main:574] : INFO : Epoch 1843 | loss: 0.0311233 | val_loss: 0.0311395 | Time: 3189.71 ms [2021-03-12 11:08:51 main:574] : INFO : Epoch 1844 | loss: 0.031123 | val_loss: 0.0311401 | Time: 3211.2 ms [2021-03-12 11:08:54 main:574] : INFO : Epoch 1845 | loss: 0.0311237 | val_loss: 0.0311415 | Time: 3167.46 ms [2021-03-12 11:08:57 main:574] : INFO : Epoch 1846 | loss: 0.0311233 | val_loss: 0.0311405 | Time: 3174.89 ms [2021-03-12 11:09:00 main:574] : INFO : Epoch 1847 | loss: 0.0311234 | val_loss: 0.0311426 | Time: 3166.84 ms [2021-03-12 11:09:03 main:574] : INFO : Epoch 1848 | loss: 0.0311227 | val_loss: 0.0311397 | Time: 3166.42 ms [2021-03-12 11:09:07 main:574] : INFO : Epoch 1849 | loss: 0.0311231 | val_loss: 0.0311427 | Time: 3197.38 ms [2021-03-12 11:09:10 main:574] : INFO : Epoch 1850 | loss: 0.0311211 | val_loss: 0.0311415 | Time: 3229.33 ms [2021-03-12 11:09:13 main:574] : INFO : Epoch 1851 | loss: 0.0311217 | val_loss: 0.0311412 | Time: 3209.78 ms [2021-03-12 11:09:16 main:574] : INFO : Epoch 1852 | loss: 0.0311239 | val_loss: 0.0311396 | Time: 3246.04 ms [2021-03-12 11:09:20 main:574] : INFO : Epoch 1853 | loss: 0.0311229 | val_loss: 0.0311416 | Time: 3204.86 ms [2021-03-12 11:09:23 main:574] : INFO : Epoch 1854 | loss: 0.0311212 | val_loss: 0.0311395 | Time: 3169.39 ms [2021-03-12 11:09:26 main:574] : INFO : Epoch 1855 | loss: 0.031125 | val_loss: 0.0311429 | Time: 3220.96 ms [2021-03-12 11:09:29 main:574] : INFO : Epoch 1856 | loss: 0.0311273 | val_loss: 0.0311468 | Time: 3201.74 ms [2021-03-12 11:09:33 main:574] : INFO : Epoch 1857 | loss: 0.0311269 | val_loss: 0.0311447 | Time: 3199.63 ms [2021-03-12 11:09:36 main:574] : INFO : Epoch 1858 | loss: 0.0311271 | val_loss: 0.031143 | Time: 3246.85 ms [2021-03-12 11:09:39 main:574] : INFO : Epoch 1859 | loss: 0.031126 | val_loss: 0.0311473 | Time: 3209.88 ms [2021-03-12 11:09:42 main:574] : INFO : Epoch 1860 | loss: 0.031126 | val_loss: 0.031149 | Time: 3211.67 ms [2021-03-12 11:09:46 main:574] : INFO : Epoch 1861 | loss: 0.0311233 | val_loss: 0.0311468 | Time: 3146.09 ms [2021-03-12 11:09:49 main:574] : INFO : Epoch 1862 | loss: 0.0311246 | val_loss: 0.0311499 | Time: 3265.78 ms [2021-03-12 11:09:52 main:574] : INFO : Epoch 1863 | loss: 0.0311274 | val_loss: 0.0311425 | Time: 3218.21 ms [2021-03-12 11:09:55 main:574] : INFO : Epoch 1864 | loss: 0.0311231 | val_loss: 0.0311454 | Time: 3221 ms [2021-03-12 11:09:59 main:574] : INFO : Epoch 1865 | loss: 0.0311233 | val_loss: 0.0311412 | Time: 3162.37 ms [2021-03-12 11:10:02 main:574] : INFO : Epoch 1866 | loss: 0.0311248 | val_loss: 0.0311456 | Time: 3206.57 ms [2021-03-12 11:10:05 main:574] : INFO : Epoch 1867 | loss: 0.0311219 | val_loss: 0.0311414 | Time: 3181.2 ms [2021-03-12 11:10:08 main:574] : INFO : Epoch 1868 | loss: 0.0311209 | val_loss: 0.0311449 | Time: 3167.76 ms [2021-03-12 11:10:11 main:574] : INFO : Epoch 1869 | loss: 0.0311265 | val_loss: 0.0311474 | Time: 3216.7 ms [2021-03-12 11:10:15 main:574] : INFO : Epoch 1870 | loss: 0.0311274 | val_loss: 0.0311471 | Time: 3142.84 ms [2021-03-12 11:10:18 main:574] : INFO : Epoch 1871 | loss: 0.0311269 | val_loss: 0.0311423 | Time: 3148.16 ms [2021-03-12 11:10:21 main:574] : INFO : Epoch 1872 | loss: 0.0311259 | val_loss: 0.0311458 | Time: 3154.9 ms [2021-03-12 11:10:24 main:574] : INFO : Epoch 1873 | loss: 0.0311262 | val_loss: 0.0311452 | Time: 3197.25 ms [2021-03-12 11:10:28 main:574] : INFO : Epoch 1874 | loss: 0.0311302 | val_loss: 0.0311474 | Time: 3241.16 ms [2021-03-12 11:10:31 main:574] : INFO : Epoch 1875 | loss: 0.0311297 | val_loss: 0.0311464 | Time: 3196.78 ms [2021-03-12 11:10:34 main:574] : INFO : Epoch 1876 | loss: 0.031127 | val_loss: 0.0311435 | Time: 3153.39 ms [2021-03-12 11:10:37 main:574] : INFO : Epoch 1877 | loss: 0.0311265 | val_loss: 0.0311455 | Time: 3167.58 ms [2021-03-12 11:10:40 main:574] : INFO : Epoch 1878 | loss: 0.0311282 | val_loss: 0.0311459 | Time: 3163.09 ms [2021-03-12 11:10:44 main:574] : INFO : Epoch 1879 | loss: 0.0311285 | val_loss: 0.0311473 | Time: 3197.35 ms [2021-03-12 11:10:47 main:574] : INFO : Epoch 1880 | loss: 0.0311262 | val_loss: 0.0311478 | Time: 3189.57 ms [2021-03-12 11:10:50 main:574] : INFO : Epoch 1881 | loss: 0.0311269 | val_loss: 0.031146 | Time: 3174.9 ms [2021-03-12 11:10:53 main:574] : INFO : Epoch 1882 | loss: 0.0311303 | val_loss: 0.0311437 | Time: 3170.47 ms [2021-03-12 11:10:56 main:574] : INFO : Epoch 1883 | loss: 0.0311301 | val_loss: 0.0311441 | Time: 3183.63 ms [2021-03-12 11:11:00 main:574] : INFO : Epoch 1884 | loss: 0.0311291 | val_loss: 0.0311464 | Time: 3174.54 ms [2021-03-12 11:11:03 main:574] : INFO : Epoch 1885 | loss: 0.031127 | val_loss: 0.0311469 | Time: 3247.99 ms [2021-03-12 11:11:06 main:574] : INFO : Epoch 1886 | loss: 0.031126 | val_loss: 0.0311447 | Time: 3185.23 ms [2021-03-12 11:11:09 main:574] : INFO : Epoch 1887 | loss: 0.0311256 | val_loss: 0.0311437 | Time: 3200.73 ms [2021-03-12 11:11:13 main:574] : INFO : Epoch 1888 | loss: 0.0311276 | val_loss: 0.0311455 | Time: 3169.04 ms [2021-03-12 11:11:16 main:574] : INFO : Epoch 1889 | loss: 0.0311245 | val_loss: 0.0311467 | Time: 3229.46 ms [2021-03-12 11:11:19 main:574] : INFO : Epoch 1890 | loss: 0.0311225 | val_loss: 0.0311462 | Time: 3224.35 ms [2021-03-12 11:11:22 main:574] : INFO : Epoch 1891 | loss: 0.0311231 | val_loss: 0.0311498 | Time: 3171.51 ms [2021-03-12 11:11:26 main:574] : INFO : Epoch 1892 | loss: 0.0311244 | val_loss: 0.0311417 | Time: 3197.71 ms [2021-03-12 11:11:29 main:574] : INFO : Epoch 1893 | loss: 0.0311234 | val_loss: 0.0311447 | Time: 3205.11 ms [2021-03-12 11:11:32 main:574] : INFO : Epoch 1894 | loss: 0.0311225 | val_loss: 0.0311444 | Time: 3226.1 ms [2021-03-12 11:11:35 main:574] : INFO : Epoch 1895 | loss: 0.0311229 | val_loss: 0.0311466 | Time: 3152.61 ms [2021-03-12 11:11:38 main:574] : INFO : Epoch 1896 | loss: 0.0311237 | val_loss: 0.0311446 | Time: 3193.25 ms [2021-03-12 11:11:42 main:574] : INFO : Epoch 1897 | loss: 0.0311231 | val_loss: 0.031146 | Time: 3208.22 ms [2021-03-12 11:11:45 main:574] : INFO : Epoch 1898 | loss: 0.0311256 | val_loss: 0.031148 | Time: 3245.81 ms [2021-03-12 11:11:48 main:574] : INFO : Epoch 1899 | loss: 0.0311252 | val_loss: 0.0311472 | Time: 3215.52 ms [2021-03-12 11:11:51 main:574] : INFO : Epoch 1900 | loss: 0.0311239 | val_loss: 0.031145 | Time: 3219.39 ms [2021-03-12 11:11:55 main:574] : INFO : Epoch 1901 | loss: 0.031123 | val_loss: 0.0311421 | Time: 3184.93 ms [2021-03-12 11:11:58 main:574] : INFO : Epoch 1902 | loss: 0.031124 | val_loss: 0.0311467 | Time: 3239.94 ms [2021-03-12 11:12:01 main:574] : INFO : Epoch 1903 | loss: 0.0311402 | val_loss: 0.0311583 | Time: 3156.83 ms [2021-03-12 11:12:04 main:574] : INFO : Epoch 1904 | loss: 0.0311455 | val_loss: 0.0311498 | Time: 3170.59 ms [2021-03-12 11:12:08 main:574] : INFO : Epoch 1905 | loss: 0.0311484 | val_loss: 0.0311501 | Time: 3177.62 ms [2021-03-12 11:12:11 main:574] : INFO : Epoch 1906 | loss: 0.0311492 | val_loss: 0.0311552 | Time: 3135.71 ms [2021-03-12 11:12:14 main:574] : INFO : Epoch 1907 | loss: 0.0311484 | val_loss: 0.031153 | Time: 3197.87 ms [2021-03-12 11:12:17 main:574] : INFO : Epoch 1908 | loss: 0.0311474 | val_loss: 0.031149 | Time: 3159.02 ms [2021-03-12 11:12:20 main:574] : INFO : Epoch 1909 | loss: 0.0311442 | val_loss: 0.0311475 | Time: 3187.24 ms [2021-03-12 11:12:24 main:574] : INFO : Epoch 1910 | loss: 0.0311433 | val_loss: 0.0311459 | Time: 3317.5 ms [2021-03-12 11:12:27 main:574] : INFO : Epoch 1911 | loss: 0.0311432 | val_loss: 0.0311449 | Time: 3206.62 ms [2021-03-12 11:12:30 main:574] : INFO : Epoch 1912 | loss: 0.0311451 | val_loss: 0.0311491 | Time: 3230.69 ms [2021-03-12 11:12:33 main:574] : INFO : Epoch 1913 | loss: 0.0311432 | val_loss: 0.0311489 | Time: 3208.78 ms [2021-03-12 11:12:37 main:574] : INFO : Epoch 1914 | loss: 0.0311444 | val_loss: 0.031152 | Time: 3198.8 ms [2021-03-12 11:12:40 main:574] : INFO : Epoch 1915 | loss: 0.0311407 | val_loss: 0.0311461 | Time: 3187.87 ms [2021-03-12 11:12:43 main:574] : INFO : Epoch 1916 | loss: 0.0311417 | val_loss: 0.0311493 | Time: 3186.42 ms [2021-03-12 11:12:46 main:574] : INFO : Epoch 1917 | loss: 0.0311413 | val_loss: 0.0311443 | Time: 3214.72 ms [2021-03-12 11:12:50 main:574] : INFO : Epoch 1918 | loss: 0.0311415 | val_loss: 0.0311451 | Time: 3174.55 ms [2021-03-12 11:12:53 main:574] : INFO : Epoch 1919 | loss: 0.0311401 | val_loss: 0.0311449 | Time: 3189.4 ms [2021-03-12 11:12:56 main:574] : INFO : Epoch 1920 | loss: 0.0311399 | val_loss: 0.0311497 | Time: 3250.41 ms [2021-03-12 11:12:59 main:574] : INFO : Epoch 1921 | loss: 0.0311395 | val_loss: 0.0311466 | Time: 3176.25 ms [2021-03-12 11:13:03 main:574] : INFO : Epoch 1922 | loss: 0.0311389 | val_loss: 0.0311466 | Time: 3215.59 ms [2021-03-12 11:13:06 main:574] : INFO : Epoch 1923 | loss: 0.0311378 | val_loss: 0.0311465 | Time: 3165.76 ms [2021-03-12 11:13:09 main:574] : INFO : Epoch 1924 | loss: 0.0311372 | val_loss: 0.0311457 | Time: 3136.23 ms [2021-03-12 11:13:12 main:574] : INFO : Epoch 1925 | loss: 0.0311364 | val_loss: 0.0311486 | Time: 3206.9 ms [2021-03-12 11:13:15 main:574] : INFO : Epoch 1926 | loss: 0.0311356 | val_loss: 0.0311476 | Time: 3232.44 ms [2021-03-12 11:13:19 main:574] : INFO : Epoch 1927 | loss: 0.031136 | val_loss: 0.0311447 | Time: 3189.64 ms [2021-03-12 11:13:22 main:574] : INFO : Epoch 1928 | loss: 0.0311331 | val_loss: 0.0311417 | Time: 3163.67 ms [2021-03-12 11:13:25 main:574] : INFO : Epoch 1929 | loss: 0.0311329 | val_loss: 0.0311425 | Time: 3170.38 ms [2021-03-12 11:13:28 main:574] : INFO : Epoch 1930 | loss: 0.0311356 | val_loss: 0.0311444 | Time: 3153.94 ms [2021-03-12 11:13:31 main:574] : INFO : Epoch 1931 | loss: 0.0311368 | val_loss: 0.0311422 | Time: 3191.83 ms [2021-03-12 11:13:35 main:574] : INFO : Epoch 1932 | loss: 0.0311347 | val_loss: 0.031145 | Time: 3242.51 ms [2021-03-12 11:13:38 main:574] : INFO : Epoch 1933 | loss: 0.031137 | val_loss: 0.0311484 | Time: 3198.48 ms [2021-03-12 11:13:41 main:574] : INFO : Epoch 1934 | loss: 0.0311347 | val_loss: 0.0311418 | Time: 3214.63 ms [2021-03-12 11:13:44 main:574] : INFO : Epoch 1935 | loss: 0.031133 | val_loss: 0.0311404 | Time: 3156.67 ms [2021-03-12 11:13:48 main:574] : INFO : Epoch 1936 | loss: 0.0311322 | val_loss: 0.0311399 | Time: 3180.11 ms [2021-03-12 11:13:51 main:574] : INFO : Epoch 1937 | loss: 0.0311313 | val_loss: 0.0311406 | Time: 3202.6 ms [2021-03-12 11:13:54 main:574] : INFO : Epoch 1938 | loss: 0.0311308 | val_loss: 0.031139 | Time: 3209.92 ms [2021-03-12 11:13:57 main:574] : INFO : Epoch 1939 | loss: 0.0311316 | val_loss: 0.0311389 | Time: 3192.61 ms [2021-03-12 11:14:01 main:574] : INFO : Epoch 1940 | loss: 0.0311336 | val_loss: 0.0311411 | Time: 3172.77 ms [2021-03-12 11:14:04 main:574] : INFO : Epoch 1941 | loss: 0.0311312 | val_loss: 0.0311391 | Time: 3151.19 ms [2021-03-12 11:14:07 main:574] : INFO : Epoch 1942 | loss: 0.0311305 | val_loss: 0.0311393 | Time: 3235.77 ms [2021-03-12 11:14:10 main:574] : INFO : Epoch 1943 | loss: 0.0311338 | val_loss: 0.031146 | Time: 3179.35 ms [2021-03-12 11:14:13 main:574] : INFO : Epoch 1944 | loss: 0.0311377 | val_loss: 0.0311477 | Time: 3160.4 ms [2021-03-12 11:14:17 main:574] : INFO : Epoch 1945 | loss: 0.0311368 | val_loss: 0.0311451 | Time: 3236.85 ms [2021-03-12 11:14:20 main:574] : INFO : Epoch 1946 | loss: 0.0311381 | val_loss: 0.0311437 | Time: 3207.94 ms [2021-03-12 11:14:23 main:574] : INFO : Epoch 1947 | loss: 0.0311368 | val_loss: 0.031147 | Time: 3127.38 ms [2021-03-12 11:14:26 main:574] : INFO : Epoch 1948 | loss: 0.0311363 | val_loss: 0.0311413 | Time: 3187.21 ms [2021-03-12 11:14:30 main:574] : INFO : Epoch 1949 | loss: 0.0311374 | val_loss: 0.0311411 | Time: 3192.26 ms [2021-03-12 11:14:33 main:574] : INFO : Epoch 1950 | loss: 0.0311352 | val_loss: 0.031141 | Time: 3151.79 ms [2021-03-12 11:14:36 main:574] : INFO : Epoch 1951 | loss: 0.0311339 | val_loss: 0.0311403 | Time: 3148.08 ms [2021-03-12 11:14:39 main:574] : INFO : Epoch 1952 | loss: 0.0311321 | val_loss: 0.031143 | Time: 3172.15 ms [2021-03-12 11:14:42 main:574] : INFO : Epoch 1953 | loss: 0.031132 | val_loss: 0.031142 | Time: 3204.22 ms [2021-03-12 11:14:46 main:574] : INFO : Epoch 1954 | loss: 0.0311329 | val_loss: 0.0311409 | Time: 3204.35 ms [2021-03-12 11:14:49 main:574] : INFO : Epoch 1955 | loss: 0.0311316 | val_loss: 0.0311414 | Time: 3168.39 ms [2021-03-12 11:14:52 main:574] : INFO : Epoch 1956 | loss: 0.0311319 | val_loss: 0.0311409 | Time: 3169.92 ms [2021-03-12 11:14:55 main:574] : INFO : Epoch 1957 | loss: 0.0311314 | val_loss: 0.0311438 | Time: 3184.01 ms [2021-03-12 11:14:59 main:574] : INFO : Epoch 1958 | loss: 0.0311315 | val_loss: 0.0311437 | Time: 3265.64 ms [2021-03-12 11:15:02 main:574] : INFO : Epoch 1959 | loss: 0.0311334 | val_loss: 0.0311442 | Time: 3160.07 ms [2021-03-12 11:15:05 main:574] : INFO : Epoch 1960 | loss: 0.0311325 | val_loss: 0.0311422 | Time: 3164.47 ms [2021-03-12 11:15:08 main:574] : INFO : Epoch 1961 | loss: 0.0311314 | val_loss: 0.0311434 | Time: 3198.48 ms [2021-03-12 11:15:11 main:574] : INFO : Epoch 1962 | loss: 0.0311298 | val_loss: 0.0311427 | Time: 3175.98 ms [2021-03-12 11:15:15 main:574] : INFO : Epoch 1963 | loss: 0.0311283 | val_loss: 0.0311434 | Time: 3192.19 ms [2021-03-12 11:15:18 main:574] : INFO : Epoch 1964 | loss: 0.0311281 | val_loss: 0.0311451 | Time: 3219.68 ms [2021-03-12 11:15:21 main:574] : INFO : Epoch 1965 | loss: 0.0311289 | val_loss: 0.0311434 | Time: 3136.34 ms [2021-03-12 11:15:24 main:574] : INFO : Epoch 1966 | loss: 0.0311284 | val_loss: 0.0311458 | Time: 3192.02 ms [2021-03-12 11:15:27 main:574] : INFO : Epoch 1967 | loss: 0.0311312 | val_loss: 0.0311467 | Time: 3194.71 ms [2021-03-12 11:15:31 main:574] : INFO : Epoch 1968 | loss: 0.0311278 | val_loss: 0.0311433 | Time: 3130.12 ms [2021-03-12 11:15:34 main:574] : INFO : Epoch 1969 | loss: 0.0311298 | val_loss: 0.0311462 | Time: 3183.94 ms [2021-03-12 11:15:37 main:574] : INFO : Epoch 1970 | loss: 0.0311293 | val_loss: 0.0311442 | Time: 3176.87 ms [2021-03-12 11:15:40 main:574] : INFO : Epoch 1971 | loss: 0.0311319 | val_loss: 0.0311459 | Time: 3236.14 ms [2021-03-12 11:15:43 main:574] : INFO : Epoch 1972 | loss: 0.0311357 | val_loss: 0.0311475 | Time: 3178.89 ms [2021-03-12 11:15:47 main:574] : INFO : Epoch 1973 | loss: 0.0311328 | val_loss: 0.031144 | Time: 3176.06 ms [2021-03-12 11:15:50 main:574] : INFO : Epoch 1974 | loss: 0.0311316 | val_loss: 0.0311454 | Time: 3240.05 ms [2021-03-12 11:15:53 main:574] : INFO : Epoch 1975 | loss: 0.0311312 | val_loss: 0.0311421 | Time: 3177.38 ms [2021-03-12 11:15:56 main:574] : INFO : Epoch 1976 | loss: 0.0311315 | val_loss: 0.0311404 | Time: 3271.28 ms [2021-03-12 11:16:00 main:574] : INFO : Epoch 1977 | loss: 0.0311292 | val_loss: 0.0311402 | Time: 3174.42 ms [2021-03-12 11:16:03 main:574] : INFO : Epoch 1978 | loss: 0.0311304 | val_loss: 0.0311415 | Time: 3141.03 ms [2021-03-12 11:16:06 main:574] : INFO : Epoch 1979 | loss: 0.0311307 | val_loss: 0.0311401 | Time: 3203.65 ms [2021-03-12 11:16:09 main:574] : INFO : Epoch 1980 | loss: 0.0311299 | val_loss: 0.0311391 | Time: 3200.24 ms [2021-03-12 11:16:13 main:574] : INFO : Epoch 1981 | loss: 0.031131 | val_loss: 0.0311388 | Time: 3227.45 ms [2021-03-12 11:16:16 main:574] : INFO : Epoch 1982 | loss: 0.0311271 | val_loss: 0.0311377 | Time: 3143.31 ms [2021-03-12 11:16:19 main:574] : INFO : Epoch 1983 | loss: 0.0311271 | val_loss: 0.0311432 | Time: 3172.61 ms [2021-03-12 11:16:22 main:574] : INFO : Epoch 1984 | loss: 0.0311257 | val_loss: 0.0311398 | Time: 3169.02 ms [2021-03-12 11:16:25 main:574] : INFO : Epoch 1985 | loss: 0.0311249 | val_loss: 0.0311388 | Time: 3127.2 ms [2021-03-12 11:16:29 main:574] : INFO : Epoch 1986 | loss: 0.0311336 | val_loss: 0.0311484 | Time: 3202.72 ms [2021-03-12 11:16:32 main:574] : INFO : Epoch 1987 | loss: 0.0311285 | val_loss: 0.0311448 | Time: 3170.44 ms [2021-03-12 11:16:35 main:574] : INFO : Epoch 1988 | loss: 0.0311275 | val_loss: 0.0311448 | Time: 3213.75 ms [2021-03-12 11:16:38 main:574] : INFO : Epoch 1989 | loss: 0.0311283 | val_loss: 0.0311439 | Time: 3164.23 ms [2021-03-12 11:16:41 main:574] : INFO : Epoch 1990 | loss: 0.0311293 | val_loss: 0.0311404 | Time: 3162.52 ms [2021-03-12 11:16:45 main:574] : INFO : Epoch 1991 | loss: 0.0311272 | val_loss: 0.0311404 | Time: 3182.45 ms [2021-03-12 11:16:48 main:574] : INFO : Epoch 1992 | loss: 0.0311279 | val_loss: 0.0311393 | Time: 3280 ms [2021-03-12 11:16:51 main:574] : INFO : Epoch 1993 | loss: 0.031128 | val_loss: 0.031138 | Time: 3175.71 ms [2021-03-12 11:16:54 main:574] : INFO : Epoch 1994 | loss: 0.0311276 | val_loss: 0.0311391 | Time: 3238.54 ms [2021-03-12 11:16:58 main:574] : INFO : Epoch 1995 | loss: 0.0311261 | val_loss: 0.0311395 | Time: 3161.31 ms [2021-03-12 11:17:01 main:574] : INFO : Epoch 1996 | loss: 0.031126 | val_loss: 0.0311379 | Time: 3177.15 ms [2021-03-12 11:17:04 main:574] : INFO : Epoch 1997 | loss: 0.031125 | val_loss: 0.0311384 | Time: 3220.1 ms [2021-03-12 11:17:07 main:574] : INFO : Epoch 1998 | loss: 0.031125 | val_loss: 0.0311401 | Time: 3181.01 ms [2021-03-12 11:17:10 main:574] : INFO : Epoch 1999 | loss: 0.031126 | val_loss: 0.0311412 | Time: 3160.51 ms [2021-03-12 11:17:14 main:574] : INFO : Epoch 2000 | loss: 0.0311273 | val_loss: 0.0311407 | Time: 3200.5 ms [2021-03-12 11:17:17 main:574] : INFO : Epoch 2001 | loss: 0.0311268 | val_loss: 0.0311393 | Time: 3190.56 ms [2021-03-12 11:17:20 main:574] : INFO : Epoch 2002 | loss: 0.0311247 | val_loss: 0.0311384 | Time: 3177.02 ms [2021-03-12 11:17:23 main:574] : INFO : Epoch 2003 | loss: 0.0311261 | val_loss: 0.031138 | Time: 3200.04 ms [2021-03-12 11:17:27 main:574] : INFO : Epoch 2004 | loss: 0.031126 | val_loss: 0.031138 | Time: 3182.56 ms [2021-03-12 11:17:30 main:574] : INFO : Epoch 2005 | loss: 0.0311242 | val_loss: 0.0311383 | Time: 3163.93 ms [2021-03-12 11:17:33 main:574] : INFO : Epoch 2006 | loss: 0.0311232 | val_loss: 0.0311375 | Time: 3170.76 ms [2021-03-12 11:17:36 main:574] : INFO : Epoch 2007 | loss: 0.0311244 | val_loss: 0.0311362 | Time: 3202.09 ms [2021-03-12 11:17:39 main:574] : INFO : Epoch 2008 | loss: 0.031124 | val_loss: 0.0311409 | Time: 3218.42 ms [2021-03-12 11:17:43 main:574] : INFO : Epoch 2009 | loss: 0.0311266 | val_loss: 0.0311448 | Time: 3172.53 ms [2021-03-12 11:17:46 main:574] : INFO : Epoch 2010 | loss: 0.0311273 | val_loss: 0.0311368 | Time: 3195.37 ms [2021-03-12 11:17:49 main:574] : INFO : Epoch 2011 | loss: 0.031125 | val_loss: 0.0311372 | Time: 3172.27 ms [2021-03-12 11:17:52 main:574] : INFO : Epoch 2012 | loss: 0.0311268 | val_loss: 0.0311374 | Time: 3184.13 ms [2021-03-12 11:17:55 main:574] : INFO : Epoch 2013 | loss: 0.0311255 | val_loss: 0.0311388 | Time: 3202.66 ms [2021-03-12 11:17:59 main:574] : INFO : Epoch 2014 | loss: 0.031127 | val_loss: 0.0311385 | Time: 3191.1 ms [2021-03-12 11:18:02 main:574] : INFO : Epoch 2015 | loss: 0.0311253 | val_loss: 0.0311449 | Time: 3195.43 ms [2021-03-12 11:18:05 main:574] : INFO : Epoch 2016 | loss: 0.0311264 | val_loss: 0.0311399 | Time: 3181.7 ms [2021-03-12 11:18:08 main:574] : INFO : Epoch 2017 | loss: 0.0311254 | val_loss: 0.0311377 | Time: 3146.76 ms [2021-03-12 11:18:12 main:574] : INFO : Epoch 2018 | loss: 0.0311247 | val_loss: 0.0311396 | Time: 3161.98 ms [2021-03-12 11:18:15 main:574] : INFO : Epoch 2019 | loss: 0.0311252 | val_loss: 0.0311411 | Time: 3144.6 ms [2021-03-12 11:18:18 main:574] : INFO : Epoch 2020 | loss: 0.031125 | val_loss: 0.0311412 | Time: 3161.42 ms [2021-03-12 11:18:21 main:574] : INFO : Epoch 2021 | loss: 0.0311238 | val_loss: 0.0311391 | Time: 3175.03 ms [2021-03-12 11:18:24 main:574] : INFO : Epoch 2022 | loss: 0.0311231 | val_loss: 0.0311383 | Time: 3160.05 ms [2021-03-12 11:18:28 main:574] : INFO : Epoch 2023 | loss: 0.0311222 | val_loss: 0.0311359 | Time: 3206.24 ms [2021-03-12 11:18:31 main:574] : INFO : Epoch 2024 | loss: 0.0311241 | val_loss: 0.0311365 | Time: 3220.94 ms [2021-03-12 11:18:34 main:574] : INFO : Epoch 2025 | loss: 0.0311256 | val_loss: 0.0311379 | Time: 3132.8 ms [2021-03-12 11:18:37 main:574] : INFO : Epoch 2026 | loss: 0.0311243 | val_loss: 0.0311373 | Time: 3208.39 ms [2021-03-12 11:18:40 main:574] : INFO : Epoch 2027 | loss: 0.0311226 | val_loss: 0.0311359 | Time: 3215.14 ms [2021-03-12 11:18:44 main:574] : INFO : Epoch 2028 | loss: 0.0311224 | val_loss: 0.0311359 | Time: 3241.35 ms [2021-03-12 11:18:47 main:574] : INFO : Epoch 2029 | loss: 0.0311223 | val_loss: 0.0311366 | Time: 3219.93 ms [2021-03-12 11:18:50 main:574] : INFO : Epoch 2030 | loss: 0.0311214 | val_loss: 0.0311378 | Time: 3170.35 ms [2021-03-12 11:18:53 main:574] : INFO : Epoch 2031 | loss: 0.0311213 | val_loss: 0.0311381 | Time: 3207 ms [2021-03-12 11:18:57 main:574] : INFO : Epoch 2032 | loss: 0.0311208 | val_loss: 0.0311377 | Time: 3198.12 ms [2021-03-12 11:19:00 main:574] : INFO : Epoch 2033 | loss: 0.0311194 | val_loss: 0.0311378 | Time: 3197.57 ms [2021-03-12 11:19:03 main:574] : INFO : Epoch 2034 | loss: 0.0311188 | val_loss: 0.0311387 | Time: 3101.45 ms [2021-03-12 11:19:06 main:574] : INFO : Epoch 2035 | loss: 0.0311193 | val_loss: 0.0311382 | Time: 3227.32 ms [2021-03-12 11:19:09 main:574] : INFO : Epoch 2036 | loss: 0.0311204 | val_loss: 0.0311387 | Time: 3184.37 ms [2021-03-12 11:19:13 main:574] : INFO : Epoch 2037 | loss: 0.0311206 | val_loss: 0.0311384 | Time: 3179.87 ms [2021-03-12 11:19:16 main:574] : INFO : Epoch 2038 | loss: 0.031119 | val_loss: 0.0311372 | Time: 3166.03 ms [2021-03-12 11:19:19 main:574] : INFO : Epoch 2039 | loss: 0.0311197 | val_loss: 0.0311391 | Time: 3186.83 ms [2021-03-12 11:19:22 main:574] : INFO : Epoch 2040 | loss: 0.0311188 | val_loss: 0.0311391 | Time: 3141.88 ms [2021-03-12 11:19:25 main:574] : INFO : Epoch 2041 | loss: 0.0311203 | val_loss: 0.0311384 | Time: 3184.51 ms [2021-03-12 11:19:29 main:574] : INFO : Epoch 2042 | loss: 0.0311247 | val_loss: 0.0311363 | Time: 3130.37 ms [2021-03-12 11:19:32 main:574] : INFO : Epoch 2043 | loss: 0.0311258 | val_loss: 0.0311388 | Time: 3177.95 ms [2021-03-12 11:19:35 main:574] : INFO : Epoch 2044 | loss: 0.0311273 | val_loss: 0.03114 | Time: 3143.26 ms [2021-03-12 11:19:38 main:574] : INFO : Epoch 2045 | loss: 0.031126 | val_loss: 0.0311377 | Time: 3202.94 ms [2021-03-12 11:19:42 main:574] : INFO : Epoch 2046 | loss: 0.031127 | val_loss: 0.0311387 | Time: 3247.41 ms [2021-03-12 11:19:45 main:574] : INFO : Epoch 2047 | loss: 0.0311265 | val_loss: 0.031137 | Time: 3172.11 ms [2021-03-12 11:19:48 main:574] : INFO : Epoch 2048 | loss: 0.0311257 | val_loss: 0.0311363 | Time: 3241.79 ms [2021-03-12 11:19:48 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311363 [2021-03-12 11:19:48 main:603] : INFO : Saving end state to config to file [2021-03-12 11:19:48 main:608] : INFO : Success, exiting.. 11:19:48 (6940): 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)