Task 13532697
| Name | ParityModified-1647042994-29800-0_1 |
| Workunit | 10090885 |
| Created | 22 Mar 2022, 10:59:37 UTC |
| Sent | 22 Mar 2022, 11:51:15 UTC |
| Report deadline | 30 Mar 2022, 11:51:15 UTC |
| Received | 23 Mar 2022, 20:27:19 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 20696 |
| Run time | 1 hours 17 min 33 sec |
| CPU time | 1 hours 17 min 2 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 5,074.54 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.09 GB |
| Peak swap size | 4.33 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> poch 1542 | loss: 0.0312529 | val_loss: 0.0312532 | Time: 2322.14 ms [2022-03-23 15:07:51 main:574] : INFO : Epoch 1543 | loss: 0.0312528 | val_loss: 0.0312524 | Time: 2270.28 ms [2022-03-23 15:07:54 main:574] : INFO : Epoch 1544 | loss: 0.0312524 | val_loss: 0.0312522 | Time: 2304.37 ms [2022-03-23 15:07:56 main:574] : INFO : Epoch 1545 | loss: 0.0312534 | val_loss: 0.031252 | Time: 2224.27 ms [2022-03-23 15:07:58 main:574] : INFO : Epoch 1546 | loss: 0.0312533 | val_loss: 0.0312525 | Time: 2312.16 ms [2022-03-23 15:08:01 main:574] : INFO : Epoch 1547 | loss: 0.0312531 | val_loss: 0.0312519 | Time: 2293.69 ms [2022-03-23 15:08:03 main:574] : INFO : Epoch 1548 | loss: 0.0312521 | val_loss: 0.0312521 | Time: 2297.42 ms [2022-03-23 15:08:05 main:574] : INFO : Epoch 1549 | loss: 0.0312524 | val_loss: 0.0312521 | Time: 2236.51 ms [2022-03-23 15:08:07 main:574] : INFO : Epoch 1550 | loss: 0.0312524 | val_loss: 0.0312528 | Time: 2256.1 ms [2022-03-23 15:08:10 main:574] : INFO : Epoch 1551 | loss: 0.0312523 | val_loss: 0.0312525 | Time: 2329.03 ms [2022-03-23 15:08:12 main:574] : INFO : Epoch 1552 | loss: 0.0312524 | val_loss: 0.031252 | Time: 2281.4 ms [2022-03-23 15:08:14 main:574] : INFO : Epoch 1553 | loss: 0.0312523 | val_loss: 0.0312516 | Time: 2270.78 ms [2022-03-23 15:08:17 main:574] : INFO : Epoch 1554 | loss: 0.0312522 | val_loss: 0.0312514 | Time: 2278.1 ms [2022-03-23 15:08:19 main:574] : INFO : Epoch 1555 | loss: 0.0312537 | val_loss: 0.031253 | Time: 2262.23 ms [2022-03-23 15:08:21 main:574] : INFO : Epoch 1556 | loss: 0.0312533 | val_loss: 0.0312534 | Time: 2228.26 ms [2022-03-23 15:08:23 main:574] : INFO : Epoch 1557 | loss: 0.0312529 | val_loss: 0.0312549 | Time: 2249.52 ms [2022-03-23 15:08:26 main:574] : INFO : Epoch 1558 | loss: 0.0312532 | val_loss: 0.0312535 | Time: 2282.02 ms [2022-03-23 15:08:28 main:574] : INFO : Epoch 1559 | loss: 0.0312528 | val_loss: 0.0312529 | Time: 2256.26 ms [2022-03-23 15:08:30 main:574] : INFO : Epoch 1560 | loss: 0.0312516 | val_loss: 0.0312513 | Time: 2245.51 ms [2022-03-23 15:08:32 main:574] : INFO : Epoch 1561 | loss: 0.0312521 | val_loss: 0.0312511 | Time: 2262.88 ms [2022-03-23 15:08:35 main:574] : INFO : Epoch 1562 | loss: 0.0312517 | val_loss: 0.0312515 | Time: 2298.51 ms [2022-03-23 15:08:37 main:574] : INFO : Epoch 1563 | loss: 0.0312522 | val_loss: 0.0312516 | Time: 2295.55 ms [2022-03-23 15:08:39 main:574] : INFO : Epoch 1564 | loss: 0.0312515 | val_loss: 0.0312524 | Time: 2261.86 ms [2022-03-23 15:08:42 main:574] : INFO : Epoch 1565 | loss: 0.0312513 | val_loss: 0.0312507 | Time: 2294.73 ms [2022-03-23 15:08:44 main:574] : INFO : Epoch 1566 | loss: 0.0312509 | val_loss: 0.0312511 | Time: 2266.81 ms [2022-03-23 15:08:46 main:574] : INFO : Epoch 1567 | loss: 0.0312512 | val_loss: 0.0312506 | Time: 2254.61 ms [2022-03-23 15:08:48 main:574] : INFO : Epoch 1568 | loss: 0.0312515 | val_loss: 0.031252 | Time: 2264.51 ms [2022-03-23 15:08:51 main:574] : INFO : Epoch 1569 | loss: 0.0312524 | val_loss: 0.0312533 | Time: 2275.71 ms [2022-03-23 15:08:53 main:574] : INFO : Epoch 1570 | loss: 0.0312524 | val_loss: 0.031251 | Time: 2241.18 ms [2022-03-23 15:08:55 main:574] : INFO : Epoch 1571 | loss: 0.031251 | val_loss: 0.0312508 | Time: 2273.49 ms [2022-03-23 15:08:57 main:574] : INFO : Epoch 1572 | loss: 0.0312509 | val_loss: 0.0312509 | Time: 2263.62 ms [2022-03-23 15:09:00 main:574] : INFO : Epoch 1573 | loss: 0.0312521 | val_loss: 0.0312538 | Time: 2282.1 ms [2022-03-23 15:09:02 main:574] : INFO : Epoch 1574 | loss: 0.0312522 | val_loss: 0.031253 | Time: 2266.98 ms [2022-03-23 15:09:04 main:574] : INFO : Epoch 1575 | loss: 0.0312514 | val_loss: 0.0312523 | Time: 2254.86 ms [2022-03-23 15:09:07 main:574] : INFO : Epoch 1576 | loss: 0.0312519 | val_loss: 0.0312545 | Time: 2262.26 ms [2022-03-23 15:09:09 main:574] : INFO : Epoch 1577 | loss: 0.0312527 | val_loss: 0.0312555 | Time: 2303.73 ms [2022-03-23 15:09:11 main:574] : INFO : Epoch 1578 | loss: 0.0312525 | val_loss: 0.0312519 | Time: 2264.2 ms [2022-03-23 15:09:13 main:574] : INFO : Epoch 1579 | loss: 0.0312517 | val_loss: 0.0312526 | Time: 2265.3 ms [2022-03-23 15:09:16 main:574] : INFO : Epoch 1580 | loss: 0.031252 | val_loss: 0.031253 | Time: 2258.7 ms [2022-03-23 15:09:18 main:574] : INFO : Epoch 1581 | loss: 0.0312508 | val_loss: 0.0312506 | Time: 2263.7 ms [2022-03-23 15:09:20 main:574] : INFO : Epoch 1582 | loss: 0.0312508 | val_loss: 0.0312505 | Time: 2256.47 ms [2022-03-23 15:09:22 main:574] : INFO : Epoch 1583 | loss: 0.0312506 | val_loss: 0.0312504 | Time: 2247.28 ms [2022-03-23 15:09:25 main:574] : INFO : Epoch 1584 | loss: 0.0312501 | val_loss: 0.0312495 | Time: 2205.53 ms [2022-03-23 15:09:27 main:574] : INFO : Epoch 1585 | loss: 0.0312505 | val_loss: 0.0312493 | Time: 2223.27 ms [2022-03-23 15:09:29 main:574] : INFO : Epoch 1586 | loss: 0.0312521 | val_loss: 0.0312589 | Time: 2260.95 ms [2022-03-23 15:09:31 main:574] : INFO : Epoch 1587 | loss: 0.0312534 | val_loss: 0.0312492 | Time: 2288.51 ms [2022-03-23 15:09:34 main:574] : INFO : Epoch 1588 | loss: 0.0312512 | val_loss: 0.0312494 | Time: 2241.64 ms [2022-03-23 15:09:36 main:574] : INFO : Epoch 1589 | loss: 0.031252 | val_loss: 0.0312489 | Time: 2338.3 ms [2022-03-23 15:09:38 main:574] : INFO : Epoch 1590 | loss: 0.0312501 | val_loss: 0.0312495 | Time: 2273.48 ms [2022-03-23 15:09:41 main:574] : INFO : Epoch 1591 | loss: 0.0312499 | val_loss: 0.0312487 | Time: 2258.67 ms [2022-03-23 15:09:43 main:574] : INFO : Epoch 1592 | loss: 0.0312505 | val_loss: 0.0312492 | Time: 2282.89 ms [2022-03-23 15:09:45 main:574] : INFO : Epoch 1593 | loss: 0.0312518 | val_loss: 0.0312505 | Time: 2250.53 ms [2022-03-23 15:09:47 main:574] : INFO : Epoch 1594 | loss: 0.0312507 | val_loss: 0.0312537 | Time: 2296.67 ms [2022-03-23 15:09:50 main:574] : INFO : Epoch 1595 | loss: 0.0312503 | val_loss: 0.0312481 | Time: 2290.58 ms [2022-03-23 15:09:52 main:574] : INFO : Epoch 1596 | loss: 0.0312506 | val_loss: 0.0312486 | Time: 2290.32 ms [2022-03-23 15:09:54 main:574] : INFO : Epoch 1597 | loss: 0.0312494 | val_loss: 0.0312521 | Time: 2286.07 ms [2022-03-23 15:09:57 main:574] : INFO : Epoch 1598 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 2344.14 ms [2022-03-23 15:09:59 main:574] : INFO : Epoch 1599 | loss: 0.0312491 | val_loss: 0.0312489 | Time: 2236.21 ms [2022-03-23 15:10:01 main:574] : INFO : Epoch 1600 | loss: 0.0312485 | val_loss: 0.0312498 | Time: 2293.94 ms [2022-03-23 15:10:04 main:574] : INFO : Epoch 1601 | loss: 0.0312489 | val_loss: 0.0312478 | Time: 2340.72 ms [2022-03-23 15:10:06 main:574] : INFO : Epoch 1602 | loss: 0.0312494 | val_loss: 0.0312491 | Time: 2320.86 ms [2022-03-23 15:10:08 main:574] : INFO : Epoch 1603 | loss: 0.0312497 | val_loss: 0.0312556 | Time: 2293.59 ms [2022-03-23 15:10:10 main:574] : INFO : Epoch 1604 | loss: 0.0312516 | val_loss: 0.0312488 | Time: 2315.48 ms [2022-03-23 15:10:13 main:574] : INFO : Epoch 1605 | loss: 0.0312524 | val_loss: 0.0312518 | Time: 2300.59 ms [2022-03-23 15:10:15 main:574] : INFO : Epoch 1606 | loss: 0.03125 | val_loss: 0.0312494 | Time: 2298.98 ms [2022-03-23 15:10:17 main:574] : INFO : Epoch 1607 | loss: 0.0312499 | val_loss: 0.0312472 | Time: 2329.19 ms [2022-03-23 15:10:20 main:574] : INFO : Epoch 1608 | loss: 0.0312498 | val_loss: 0.0312574 | Time: 2318.43 ms [2022-03-23 15:10:22 main:574] : INFO : Epoch 1609 | loss: 0.0312485 | val_loss: 0.0312459 | Time: 2295.14 ms [2022-03-23 15:10:24 main:574] : INFO : Epoch 1610 | loss: 0.0312498 | val_loss: 0.0312475 | Time: 2318.16 ms [2022-03-23 15:10:27 main:574] : INFO : Epoch 1611 | loss: 0.0312467 | val_loss: 0.0312455 | Time: 2317.21 ms [2022-03-23 15:10:29 main:574] : INFO : Epoch 1612 | loss: 0.0312463 | val_loss: 0.0312454 | Time: 2283.76 ms [2022-03-23 15:10:31 main:574] : INFO : Epoch 1613 | loss: 0.031247 | val_loss: 0.0312485 | Time: 2277.26 ms [2022-03-23 15:10:34 main:574] : INFO : Epoch 1614 | loss: 0.0312488 | val_loss: 0.0312469 | Time: 2316.25 ms [2022-03-23 15:10:36 main:574] : INFO : Epoch 1615 | loss: 0.031247 | val_loss: 0.0312467 | Time: 2287.34 ms [2022-03-23 15:10:38 main:574] : INFO : Epoch 1616 | loss: 0.0312461 | val_loss: 0.0312459 | Time: 2303.01 ms [2022-03-23 15:10:40 main:574] : INFO : Epoch 1617 | loss: 0.0312455 | val_loss: 0.0312436 | Time: 2254.52 ms [2022-03-23 15:10:43 main:574] : INFO : Epoch 1618 | loss: 0.0312457 | val_loss: 0.0312438 | Time: 2310.6 ms [2022-03-23 15:10:45 main:574] : INFO : Epoch 1619 | loss: 0.0312445 | val_loss: 0.0312435 | Time: 2283.31 ms [2022-03-23 15:10:47 main:574] : INFO : Epoch 1620 | loss: 0.0312447 | val_loss: 0.0312438 | Time: 2312.73 ms [2022-03-23 15:10:50 main:574] : INFO : Epoch 1621 | loss: 0.0312463 | val_loss: 0.0312425 | Time: 2351.54 ms [2022-03-23 15:10:52 main:574] : INFO : Epoch 1622 | loss: 0.0312473 | val_loss: 0.0312454 | Time: 2281.38 ms [2022-03-23 15:10:54 main:574] : INFO : Epoch 1623 | loss: 0.0312436 | val_loss: 0.0312444 | Time: 2325.5 ms [2022-03-23 15:10:57 main:574] : INFO : Epoch 1624 | loss: 0.0312451 | val_loss: 0.0312411 | Time: 2286.15 ms [2022-03-23 15:10:59 main:574] : INFO : Epoch 1625 | loss: 0.0312471 | val_loss: 0.0312515 | Time: 2318.5 ms [2022-03-23 15:11:01 main:574] : INFO : Epoch 1626 | loss: 0.0312514 | val_loss: 0.0312587 | Time: 2280.36 ms [2022-03-23 15:11:04 main:574] : INFO : Epoch 1627 | loss: 0.0312447 | val_loss: 0.0312411 | Time: 2254.46 ms [2022-03-23 15:11:06 main:574] : INFO : Epoch 1628 | loss: 0.0312416 | val_loss: 0.0312408 | Time: 2276.84 ms [2022-03-23 15:11:08 main:574] : INFO : Epoch 1629 | loss: 0.0312429 | val_loss: 0.0312394 | Time: 2264.38 ms [2022-03-23 15:11:10 main:574] : INFO : Epoch 1630 | loss: 0.0312457 | val_loss: 0.03125 | Time: 2297.93 ms [2022-03-23 15:11:13 main:574] : INFO : Epoch 1631 | loss: 0.0312449 | val_loss: 0.0312392 | Time: 2292.23 ms [2022-03-23 15:11:15 main:574] : INFO : Epoch 1632 | loss: 0.0312426 | val_loss: 0.0312452 | Time: 2275.62 ms [2022-03-23 15:11:17 main:574] : INFO : Epoch 1633 | loss: 0.0312431 | val_loss: 0.0312422 | Time: 2295.19 ms [2022-03-23 15:11:20 main:574] : INFO : Epoch 1634 | loss: 0.0312408 | val_loss: 0.0312374 | Time: 2307.76 ms [2022-03-23 15:11:22 main:574] : INFO : Epoch 1635 | loss: 0.0312428 | val_loss: 0.0312388 | Time: 2269.73 ms [2022-03-23 15:11:24 main:574] : INFO : Epoch 1636 | loss: 0.0312462 | val_loss: 0.0312371 | Time: 2294.94 ms [2022-03-23 15:11:26 main:574] : INFO : Epoch 1637 | loss: 0.031242 | val_loss: 0.0312428 | Time: 2332.5 ms [2022-03-23 15:11:29 main:574] : INFO : Epoch 1638 | loss: 0.0312416 | val_loss: 0.0312452 | Time: 2299.32 ms [2022-03-23 15:11:31 main:574] : INFO : Epoch 1639 | loss: 0.0312413 | val_loss: 0.0312392 | Time: 2316.71 ms [2022-03-23 15:11:33 main:574] : INFO : Epoch 1640 | loss: 0.0312459 | val_loss: 0.031244 | Time: 2310.85 ms [2022-03-23 15:11:36 main:574] : INFO : Epoch 1641 | loss: 0.0312473 | val_loss: 0.0312371 | Time: 2327.42 ms [2022-03-23 15:11:38 main:574] : INFO : Epoch 1642 | loss: 0.0312373 | val_loss: 0.0312359 | Time: 2278.01 ms [2022-03-23 15:11:40 main:574] : INFO : Epoch 1643 | loss: 0.0312421 | val_loss: 0.0312404 | Time: 2307.04 ms [2022-03-23 15:11:43 main:574] : INFO : Epoch 1644 | loss: 0.0312414 | val_loss: 0.0312521 | Time: 2307.09 ms [2022-03-23 15:11:45 main:574] : INFO : Epoch 1645 | loss: 0.0312407 | val_loss: 0.0312378 | Time: 2313.65 ms [2022-03-23 15:11:47 main:574] : INFO : Epoch 1646 | loss: 0.0312361 | val_loss: 0.0312325 | Time: 2312.32 ms [2022-03-23 15:11:50 main:574] : INFO : Epoch 1647 | loss: 0.0312347 | val_loss: 0.0312377 | Time: 2249.58 ms [2022-03-23 15:11:52 main:574] : INFO : Epoch 1648 | loss: 0.0312338 | val_loss: 0.0312444 | Time: 2310.06 ms [2022-03-23 15:11:54 main:574] : INFO : Epoch 1649 | loss: 0.0312357 | val_loss: 0.0312316 | Time: 2315.29 ms [2022-03-23 15:11:56 main:574] : INFO : Epoch 1650 | loss: 0.0312383 | val_loss: 0.031233 | Time: 2292.58 ms [2022-03-23 15:11:59 main:574] : INFO : Epoch 1651 | loss: 0.0312334 | val_loss: 0.0312305 | Time: 2316.66 ms [2022-03-23 15:12:01 main:574] : INFO : Epoch 1652 | loss: 0.0312332 | val_loss: 0.0312578 | Time: 2331.08 ms [2022-03-23 15:12:03 main:574] : INFO : Epoch 1653 | loss: 0.0312367 | val_loss: 0.0312341 | Time: 2330.53 ms [2022-03-23 15:12:06 main:574] : INFO : Epoch 1654 | loss: 0.0312326 | val_loss: 0.0312289 | Time: 2326.2 ms [2022-03-23 15:12:08 main:574] : INFO : Epoch 1655 | loss: 0.0312338 | val_loss: 0.0312293 | Time: 2283.25 ms [2022-03-23 15:12:10 main:574] : INFO : Epoch 1656 | loss: 0.0312319 | val_loss: 0.0312288 | Time: 2287.09 ms [2022-03-23 15:12:13 main:574] : INFO : Epoch 1657 | loss: 0.0312354 | val_loss: 0.0312328 | Time: 2304.04 ms [2022-03-23 15:12:15 main:574] : INFO : Epoch 1658 | loss: 0.0312401 | val_loss: 0.031238 | Time: 2315.35 ms [2022-03-23 15:12:17 main:574] : INFO : Epoch 1659 | loss: 0.0312394 | val_loss: 0.0312338 | Time: 2274.53 ms [2022-03-23 15:12:20 main:574] : INFO : Epoch 1660 | loss: 0.0312315 | val_loss: 0.031231 | Time: 2320.81 ms [2022-03-23 15:12:22 main:574] : INFO : Epoch 1661 | loss: 0.0312314 | val_loss: 0.0312282 | Time: 2281.93 ms [2022-03-23 15:12:24 main:574] : INFO : Epoch 1662 | loss: 0.03123 | val_loss: 0.0312287 | Time: 2300.18 ms [2022-03-23 15:12:27 main:574] : INFO : Epoch 1663 | loss: 0.0312322 | val_loss: 0.031229 | Time: 2300.56 ms [2022-03-23 15:12:29 main:574] : INFO : Epoch 1664 | loss: 0.0312351 | val_loss: 0.0312288 | Time: 2282.66 ms [2022-03-23 15:12:31 main:574] : INFO : Epoch 1665 | loss: 0.0312292 | val_loss: 0.0312293 | Time: 2351.64 ms [2022-03-23 15:12:34 main:574] : INFO : Epoch 1666 | loss: 0.0312306 | val_loss: 0.0312286 | Time: 2311.18 ms [2022-03-23 15:12:36 main:574] : INFO : Epoch 1667 | loss: 0.0312308 | val_loss: 0.0312266 | Time: 2283.5 ms [2022-03-23 15:12:38 main:574] : INFO : Epoch 1668 | loss: 0.031239 | val_loss: 0.0312442 | Time: 2304.94 ms [2022-03-23 15:12:40 main:574] : INFO : Epoch 1669 | loss: 0.0312357 | val_loss: 0.0312438 | Time: 2298.33 ms [2022-03-23 15:12:43 main:574] : INFO : Epoch 1670 | loss: 0.0312332 | val_loss: 0.031228 | Time: 2242.44 ms [2022-03-23 15:12:45 main:574] : INFO : Epoch 1671 | loss: 0.0312282 | val_loss: 0.031229 | Time: 2318.61 ms [2022-03-23 15:12:47 main:574] : INFO : Epoch 1672 | loss: 0.0312284 | val_loss: 0.031226 | Time: 2272.23 ms [2022-03-23 15:12:50 main:574] : INFO : Epoch 1673 | loss: 0.0312281 | val_loss: 0.0312292 | Time: 2261.98 ms [2022-03-23 15:12:52 main:574] : INFO : Epoch 1674 | loss: 0.0312274 | val_loss: 0.0312269 | Time: 2246.75 ms [2022-03-23 15:12:54 main:574] : INFO : Epoch 1675 | loss: 0.0312315 | val_loss: 0.0312245 | Time: 2312.01 ms [2022-03-23 15:12:56 main:574] : INFO : Epoch 1676 | loss: 0.0312245 | val_loss: 0.0312247 | Time: 2264.08 ms [2022-03-23 15:12:59 main:574] : INFO : Epoch 1677 | loss: 0.031228 | val_loss: 0.0312238 | Time: 2245.37 ms [2022-03-23 15:13:01 main:574] : INFO : Epoch 1678 | loss: 0.0312259 | val_loss: 0.0312238 | Time: 2356.15 ms [2022-03-23 15:13:03 main:574] : INFO : Epoch 1679 | loss: 0.0312262 | val_loss: 0.0312283 | Time: 2265.32 ms [2022-03-23 15:13:06 main:574] : INFO : Epoch 1680 | loss: 0.0312287 | val_loss: 0.0312226 | Time: 2325.63 ms [2022-03-23 15:13:08 main:574] : INFO : Epoch 1681 | loss: 0.031233 | val_loss: 0.0312247 | Time: 2261.37 ms [2022-03-23 15:13:10 main:574] : INFO : Epoch 1682 | loss: 0.0312301 | val_loss: 0.0312256 | Time: 2296.38 ms [2022-03-23 15:13:12 main:574] : INFO : Epoch 1683 | loss: 0.0312247 | val_loss: 0.0312247 | Time: 2285.05 ms [2022-03-23 15:13:15 main:574] : INFO : Epoch 1684 | loss: 0.0312296 | val_loss: 0.0312612 | Time: 2272.23 ms [2022-03-23 15:13:17 main:574] : INFO : Epoch 1685 | loss: 0.0312356 | val_loss: 0.0312406 | Time: 2295.16 ms [2022-03-23 15:13:19 main:574] : INFO : Epoch 1686 | loss: 0.0312293 | val_loss: 0.0312348 | Time: 2310.56 ms [2022-03-23 15:13:22 main:574] : INFO : Epoch 1687 | loss: 0.0312373 | val_loss: 0.0312509 | Time: 2259.19 ms [2022-03-23 15:13:24 main:574] : INFO : Epoch 1688 | loss: 0.0312322 | val_loss: 0.0312272 | Time: 2225.07 ms [2022-03-23 15:13:26 main:574] : INFO : Epoch 1689 | loss: 0.0312238 | val_loss: 0.0312231 | Time: 2271.82 ms [2022-03-23 15:13:28 main:574] : INFO : Epoch 1690 | loss: 0.0312245 | val_loss: 0.0312261 | Time: 2298.5 ms [2022-03-23 15:13:31 main:574] : INFO : Epoch 1691 | loss: 0.0312306 | val_loss: 0.0312345 | Time: 2235.43 ms [2022-03-23 15:13:33 main:574] : INFO : Epoch 1692 | loss: 0.0312333 | val_loss: 0.0312242 | Time: 2260.32 ms [2022-03-23 15:13:35 main:574] : INFO : Epoch 1693 | loss: 0.0312251 | val_loss: 0.0312204 | Time: 2266.16 ms [2022-03-23 15:13:37 main:574] : INFO : Epoch 1694 | loss: 0.0312282 | val_loss: 0.0312449 | Time: 2306.74 ms [2022-03-23 15:13:40 main:574] : INFO : Epoch 1695 | loss: 0.0312269 | val_loss: 0.0312262 | Time: 2289.92 ms [2022-03-23 15:13:42 main:574] : INFO : Epoch 1696 | loss: 0.0312229 | val_loss: 0.0312211 | Time: 2258.49 ms [2022-03-23 15:13:44 main:574] : INFO : Epoch 1697 | loss: 0.0312222 | val_loss: 0.0312216 | Time: 2227.14 ms [2022-03-23 15:13:47 main:574] : INFO : Epoch 1698 | loss: 0.0312249 | val_loss: 0.0312205 | Time: 2276.76 ms [2022-03-23 15:13:49 main:574] : INFO : Epoch 1699 | loss: 0.0312204 | val_loss: 0.0312226 | Time: 2299.17 ms [2022-03-23 15:13:51 main:574] : INFO : Epoch 1700 | loss: 0.0312206 | val_loss: 0.0312241 | Time: 2297.83 ms [2022-03-23 15:13:53 main:574] : INFO : Epoch 1701 | loss: 0.0312214 | val_loss: 0.0312176 | Time: 2272.71 ms [2022-03-23 15:13:56 main:574] : INFO : Epoch 1702 | loss: 0.0312197 | val_loss: 0.0312332 | Time: 2268.4 ms [2022-03-23 15:13:58 main:574] : INFO : Epoch 1703 | loss: 0.0312299 | val_loss: 0.0312438 | Time: 2284.53 ms [2022-03-23 15:14:00 main:574] : INFO : Epoch 1704 | loss: 0.0312221 | val_loss: 0.031218 | Time: 2253.85 ms [2022-03-23 15:14:03 main:574] : INFO : Epoch 1705 | loss: 0.0312208 | val_loss: 0.0312253 | Time: 2284.4 ms [2022-03-23 15:14:05 main:574] : INFO : Epoch 1706 | loss: 0.0312198 | val_loss: 0.0312224 | Time: 2328.67 ms [2022-03-23 15:14:07 main:574] : INFO : Epoch 1707 | loss: 0.0312249 | val_loss: 0.0312249 | Time: 2296.52 ms [2022-03-23 15:14:09 main:574] : INFO : Epoch 1708 | loss: 0.0312252 | val_loss: 0.0312165 | Time: 2230.03 ms [2022-03-23 15:14:12 main:574] : INFO : Epoch 1709 | loss: 0.0312181 | val_loss: 0.0312184 | Time: 2295.94 ms [2022-03-23 15:14:14 main:574] : INFO : Epoch 1710 | loss: 0.0312207 | val_loss: 0.0312293 | Time: 2283.12 ms [2022-03-23 15:14:16 main:574] : INFO : Epoch 1711 | loss: 0.0312229 | val_loss: 0.0312292 | Time: 2283.03 ms [2022-03-23 15:14:19 main:574] : INFO : Epoch 1712 | loss: 0.0312178 | val_loss: 0.0312164 | Time: 2242.37 ms [2022-03-23 15:14:21 main:574] : INFO : Epoch 1713 | loss: 0.0312138 | val_loss: 0.0312145 | Time: 2266.66 ms [2022-03-23 15:14:23 main:574] : INFO : Epoch 1714 | loss: 0.0312143 | val_loss: 0.0312132 | Time: 2320.65 ms [2022-03-23 15:14:25 main:574] : INFO : Epoch 1715 | loss: 0.031224 | val_loss: 0.0312337 | Time: 2286.11 ms [2022-03-23 15:14:28 main:574] : INFO : Epoch 1716 | loss: 0.0312181 | val_loss: 0.0312128 | Time: 2312.82 ms [2022-03-23 15:14:30 main:574] : INFO : Epoch 1717 | loss: 0.0312148 | val_loss: 0.0312114 | Time: 2290.83 ms [2022-03-23 15:14:32 main:574] : INFO : Epoch 1718 | loss: 0.0312141 | val_loss: 0.0312102 | Time: 2316.21 ms [2022-03-23 15:14:35 main:574] : INFO : Epoch 1719 | loss: 0.0312144 | val_loss: 0.0312146 | Time: 2324.96 ms [2022-03-23 15:14:37 main:574] : INFO : Epoch 1720 | loss: 0.0312228 | val_loss: 0.0312177 | Time: 2275.82 ms [2022-03-23 15:14:39 main:574] : INFO : Epoch 1721 | loss: 0.0312296 | val_loss: 0.0312291 | Time: 2323.79 ms [2022-03-23 15:14:42 main:574] : INFO : Epoch 1722 | loss: 0.0312148 | val_loss: 0.0312112 | Time: 2284.51 ms [2022-03-23 15:14:44 main:574] : INFO : Epoch 1723 | loss: 0.0312125 | val_loss: 0.0312119 | Time: 2264.2 ms [2022-03-23 15:14:46 main:574] : INFO : Epoch 1724 | loss: 0.0312217 | val_loss: 0.0312376 | Time: 2238.28 ms [2022-03-23 15:14:48 main:574] : INFO : Epoch 1725 | loss: 0.0312157 | val_loss: 0.0312095 | Time: 2328.14 ms [2022-03-23 15:14:51 main:574] : INFO : Epoch 1726 | loss: 0.0312113 | val_loss: 0.0312275 | Time: 2343.51 ms [2022-03-23 15:14:53 main:574] : INFO : Epoch 1727 | loss: 0.0312259 | val_loss: 0.031219 | Time: 2250.22 ms [2022-03-23 15:14:55 main:574] : INFO : Epoch 1728 | loss: 0.0312116 | val_loss: 0.0312092 | Time: 2235.4 ms [2022-03-23 15:14:58 main:574] : INFO : Epoch 1729 | loss: 0.0312095 | val_loss: 0.0312069 | Time: 2309.53 ms [2022-03-23 15:15:00 main:574] : INFO : Epoch 1730 | loss: 0.0312147 | val_loss: 0.0312062 | Time: 2275.77 ms [2022-03-23 15:15:02 main:574] : INFO : Epoch 1731 | loss: 0.0312146 | val_loss: 0.0312046 | Time: 2230.79 ms [2022-03-23 15:15:04 main:574] : INFO : Epoch 1732 | loss: 0.0312117 | val_loss: 0.0312054 | Time: 2264.47 ms [2022-03-23 15:15:07 main:574] : INFO : Epoch 1733 | loss: 0.0312076 | val_loss: 0.0312198 | Time: 2271.05 ms [2022-03-23 15:15:09 main:574] : INFO : Epoch 1734 | loss: 0.0312203 | val_loss: 0.031203 | Time: 2294.03 ms [2022-03-23 15:15:11 main:574] : INFO : Epoch 1735 | loss: 0.0312144 | val_loss: 0.0312049 | Time: 2287.29 ms [2022-03-23 15:15:14 main:574] : INFO : Epoch 1736 | loss: 0.0312112 | val_loss: 0.0312086 | Time: 2297.21 ms [2022-03-23 15:15:16 main:574] : INFO : Epoch 1737 | loss: 0.0312066 | val_loss: 0.0312125 | Time: 2275.38 ms [2022-03-23 15:15:18 main:574] : INFO : Epoch 1738 | loss: 0.0312231 | val_loss: 0.0312368 | Time: 2302.01 ms [2022-03-23 15:15:20 main:574] : INFO : Epoch 1739 | loss: 0.0312123 | val_loss: 0.0312078 | Time: 2290.36 ms [2022-03-23 15:15:23 main:574] : INFO : Epoch 1740 | loss: 0.0312137 | val_loss: 0.0312209 | Time: 2322.59 ms [2022-03-23 15:15:25 main:574] : INFO : Epoch 1741 | loss: 0.0312118 | val_loss: 0.0312026 | Time: 2225.9 ms [2022-03-23 15:15:27 main:574] : INFO : Epoch 1742 | loss: 0.0312074 | val_loss: 0.0311992 | Time: 2268.9 ms [2022-03-23 15:15:30 main:574] : INFO : Epoch 1743 | loss: 0.031203 | val_loss: 0.0311998 | Time: 2243.31 ms [2022-03-23 15:15:32 main:574] : INFO : Epoch 1744 | loss: 0.0312009 | val_loss: 0.0312027 | Time: 2319.51 ms [2022-03-23 15:15:34 main:574] : INFO : Epoch 1745 | loss: 0.0312094 | val_loss: 0.0312517 | Time: 2253.45 ms [2022-03-23 15:15:36 main:574] : INFO : Epoch 1746 | loss: 0.0312323 | val_loss: 0.0312114 | Time: 2269.19 ms [2022-03-23 15:15:39 main:574] : INFO : Epoch 1747 | loss: 0.031219 | val_loss: 0.0312102 | Time: 2317.36 ms [2022-03-23 15:15:41 main:574] : INFO : Epoch 1748 | loss: 0.0312062 | val_loss: 0.0312007 | Time: 2256.9 ms [2022-03-23 15:15:43 main:574] : INFO : Epoch 1749 | loss: 0.0312036 | val_loss: 0.0312066 | Time: 2303.38 ms [2022-03-23 15:15:46 main:574] : INFO : Epoch 1750 | loss: 0.0312006 | val_loss: 0.0311967 | Time: 2319.16 ms [2022-03-23 15:15:48 main:574] : INFO : Epoch 1751 | loss: 0.0312053 | val_loss: 0.0311999 | Time: 2275.53 ms [2022-03-23 15:15:50 main:574] : INFO : Epoch 1752 | loss: 0.0312057 | val_loss: 0.0311962 | Time: 2242.02 ms [2022-03-23 15:15:52 main:574] : INFO : Epoch 1753 | loss: 0.0312041 | val_loss: 0.0312268 | Time: 2310.71 ms [2022-03-23 15:15:55 main:574] : INFO : Epoch 1754 | loss: 0.0312056 | val_loss: 0.0311993 | Time: 2261.56 ms [2022-03-23 15:15:57 main:574] : INFO : Epoch 1755 | loss: 0.0312001 | val_loss: 0.0311991 | Time: 2258.18 ms [2022-03-23 15:15:59 main:574] : INFO : Epoch 1756 | loss: 0.0312117 | val_loss: 0.0312065 | Time: 2300.39 ms [2022-03-23 15:16:02 main:574] : INFO : Epoch 1757 | loss: 0.031201 | val_loss: 0.0311996 | Time: 2288.92 ms [2022-03-23 15:16:04 main:574] : INFO : Epoch 1758 | loss: 0.0311985 | val_loss: 0.0311962 | Time: 2248.69 ms [2022-03-23 15:16:06 main:574] : INFO : Epoch 1759 | loss: 0.0312031 | val_loss: 0.0312054 | Time: 2330.72 ms [2022-03-23 15:16:08 main:574] : INFO : Epoch 1760 | loss: 0.0312023 | val_loss: 0.031196 | Time: 2291.75 ms [2022-03-23 15:16:11 main:574] : INFO : Epoch 1761 | loss: 0.0312087 | val_loss: 0.0312014 | Time: 2294.67 ms [2022-03-23 15:16:13 main:574] : INFO : Epoch 1762 | loss: 0.031204 | val_loss: 0.0312022 | Time: 2242.91 ms [2022-03-23 15:16:15 main:574] : INFO : Epoch 1763 | loss: 0.0311969 | val_loss: 0.0311986 | Time: 2258.97 ms [2022-03-23 15:16:18 main:574] : INFO : Epoch 1764 | loss: 0.0311957 | val_loss: 0.0311959 | Time: 2247.32 ms [2022-03-23 15:16:20 main:574] : INFO : Epoch 1765 | loss: 0.0311971 | val_loss: 0.031193 | Time: 2291.5 ms [2022-03-23 15:16:22 main:574] : INFO : Epoch 1766 | loss: 0.0312004 | val_loss: 0.0311933 | Time: 2283.67 ms [2022-03-23 15:16:24 main:574] : INFO : Epoch 1767 | loss: 0.0311994 | val_loss: 0.0312126 | Time: 2248.38 ms [2022-03-23 15:16:27 main:574] : INFO : Epoch 1768 | loss: 0.0311992 | val_loss: 0.0311987 | Time: 2275.01 ms [2022-03-23 15:16:29 main:574] : INFO : Epoch 1769 | loss: 0.0311989 | val_loss: 0.0311945 | Time: 2250.08 ms [2022-03-23 15:16:31 main:574] : INFO : Epoch 1770 | loss: 0.0312049 | val_loss: 0.0311934 | Time: 2331.42 ms [2022-03-23 15:16:34 main:574] : INFO : Epoch 1771 | loss: 0.0311976 | val_loss: 0.0311965 | Time: 2312.9 ms [2022-03-23 15:16:36 main:574] : INFO : Epoch 1772 | loss: 0.0311968 | val_loss: 0.0311984 | Time: 2287.96 ms [2022-03-23 15:16:38 main:574] : INFO : Epoch 1773 | loss: 0.0312008 | val_loss: 0.0312014 | Time: 2304.32 ms [2022-03-23 15:16:40 main:574] : INFO : Epoch 1774 | loss: 0.0311975 | val_loss: 0.0312057 | Time: 2299.78 ms [2022-03-23 15:16:43 main:574] : INFO : Epoch 1775 | loss: 0.0312044 | val_loss: 0.0311932 | Time: 2257.19 ms [2022-03-23 15:16:45 main:574] : INFO : Epoch 1776 | loss: 0.0312102 | val_loss: 0.0312102 | Time: 2276.68 ms [2022-03-23 15:16:47 main:574] : INFO : Epoch 1777 | loss: 0.0312004 | val_loss: 0.0311968 | Time: 2259.72 ms [2022-03-23 15:16:50 main:574] : INFO : Epoch 1778 | loss: 0.0311948 | val_loss: 0.0311956 | Time: 2308.78 ms [2022-03-23 15:16:52 main:574] : INFO : Epoch 1779 | loss: 0.0311982 | val_loss: 0.0312022 | Time: 2284.45 ms [2022-03-23 15:16:54 main:574] : INFO : Epoch 1780 | loss: 0.0311959 | val_loss: 0.0311968 | Time: 2273.14 ms [2022-03-23 15:16:56 main:574] : INFO : Epoch 1781 | loss: 0.0311969 | val_loss: 0.0312132 | Time: 2298.25 ms [2022-03-23 15:16:59 main:574] : INFO : Epoch 1782 | loss: 0.0312061 | val_loss: 0.0311964 | Time: 2274.34 ms [2022-03-23 15:17:01 main:574] : INFO : Epoch 1783 | loss: 0.0311975 | val_loss: 0.0311955 | Time: 2271.36 ms [2022-03-23 15:17:03 main:574] : INFO : Epoch 1784 | loss: 0.0311956 | val_loss: 0.0311962 | Time: 2292.08 ms [2022-03-23 15:17:06 main:574] : INFO : Epoch 1785 | loss: 0.0311939 | val_loss: 0.0311993 | Time: 2255.15 ms [2022-03-23 15:17:08 main:574] : INFO : Epoch 1786 | loss: 0.0311989 | val_loss: 0.0312004 | Time: 2297.4 ms [2022-03-23 15:17:10 main:574] : INFO : Epoch 1787 | loss: 0.0311923 | val_loss: 0.0311909 | Time: 2257.16 ms [2022-03-23 15:17:13 main:574] : INFO : Epoch 1788 | loss: 0.0311906 | val_loss: 0.0311903 | Time: 2321.06 ms [2022-03-23 15:17:15 main:574] : INFO : Epoch 1789 | loss: 0.0311969 | val_loss: 0.0312024 | Time: 2255.21 ms [2022-03-23 15:17:17 main:574] : INFO : Epoch 1790 | loss: 0.0311946 | val_loss: 0.0311944 | Time: 2319.72 ms [2022-03-23 15:17:19 main:574] : INFO : Epoch 1791 | loss: 0.0311987 | val_loss: 0.0311922 | Time: 2287.69 ms [2022-03-23 15:17:22 main:574] : INFO : Epoch 1792 | loss: 0.0312055 | val_loss: 0.0311997 | Time: 2273.96 ms [2022-03-23 15:17:24 main:574] : INFO : Epoch 1793 | loss: 0.0311985 | val_loss: 0.0311912 | Time: 2291.77 ms [2022-03-23 15:17:26 main:574] : INFO : Epoch 1794 | loss: 0.0311911 | val_loss: 0.0311894 | Time: 2262.89 ms [2022-03-23 15:17:28 main:574] : INFO : Epoch 1795 | loss: 0.0311897 | val_loss: 0.0311892 | Time: 2251.2 ms [2022-03-23 15:17:31 main:574] : INFO : Epoch 1796 | loss: 0.0311958 | val_loss: 0.0312041 | Time: 2271.31 ms [2022-03-23 15:17:33 main:574] : INFO : Epoch 1797 | loss: 0.0311979 | val_loss: 0.0311902 | Time: 2277.16 ms [2022-03-23 15:17:35 main:574] : INFO : Epoch 1798 | loss: 0.031193 | val_loss: 0.0311893 | Time: 2311.08 ms [2022-03-23 15:17:38 main:574] : INFO : Epoch 1799 | loss: 0.0311908 | val_loss: 0.0311886 | Time: 2258.86 ms [2022-03-23 15:17:40 main:574] : INFO : Epoch 1800 | loss: 0.0311866 | val_loss: 0.0311869 | Time: 2267.65 ms [2022-03-23 15:17:42 main:574] : INFO : Epoch 1801 | loss: 0.0311857 | val_loss: 0.0311881 | Time: 2303.93 ms [2022-03-23 15:17:44 main:574] : INFO : Epoch 1802 | loss: 0.0311844 | val_loss: 0.0311862 | Time: 2241.75 ms [2022-03-23 15:17:47 main:574] : INFO : Epoch 1803 | loss: 0.0311867 | val_loss: 0.0311888 | Time: 2243.25 ms [2022-03-23 15:17:49 main:574] : INFO : Epoch 1804 | loss: 0.0311835 | val_loss: 0.0311875 | Time: 2254.6 ms [2022-03-23 15:17:51 main:574] : INFO : Epoch 1805 | loss: 0.0311848 | val_loss: 0.0311869 | Time: 2314.04 ms [2022-03-23 15:17:54 main:574] : INFO : Epoch 1806 | loss: 0.0311823 | val_loss: 0.0311836 | Time: 2267.6 ms [2022-03-23 15:17:56 main:574] : INFO : Epoch 1807 | loss: 0.0311812 | val_loss: 0.0311815 | Time: 2241.4 ms [2022-03-23 15:17:58 main:574] : INFO : Epoch 1808 | loss: 0.0311804 | val_loss: 0.0311819 | Time: 2287.95 ms [2022-03-23 15:18:00 main:574] : INFO : Epoch 1809 | loss: 0.0311802 | val_loss: 0.0311813 | Time: 2252.89 ms [2022-03-23 15:18:03 main:574] : INFO : Epoch 1810 | loss: 0.0311797 | val_loss: 0.0311866 | Time: 2297.48 ms [2022-03-23 15:18:05 main:574] : INFO : Epoch 1811 | loss: 0.031185 | val_loss: 0.0311906 | Time: 2271.41 ms [2022-03-23 15:18:07 main:574] : INFO : Epoch 1812 | loss: 0.0311823 | val_loss: 0.0311779 | Time: 2297.59 ms [2022-03-23 15:18:09 main:574] : INFO : Epoch 1813 | loss: 0.0311824 | val_loss: 0.0311789 | Time: 2256.16 ms [2022-03-23 15:18:12 main:574] : INFO : Epoch 1814 | loss: 0.0311796 | val_loss: 0.0311776 | Time: 2288.37 ms [2022-03-23 15:18:14 main:574] : INFO : Epoch 1815 | loss: 0.0311755 | val_loss: 0.0311757 | Time: 2283.81 ms [2022-03-23 15:18:16 main:574] : INFO : Epoch 1816 | loss: 0.0311745 | val_loss: 0.0311742 | Time: 2268.08 ms [2022-03-23 15:18:19 main:574] : INFO : Epoch 1817 | loss: 0.0311733 | val_loss: 0.0311726 | Time: 2314.88 ms [2022-03-23 15:18:21 main:574] : INFO : Epoch 1818 | loss: 0.0311735 | val_loss: 0.0311753 | Time: 2281.22 ms [2022-03-23 15:18:23 main:574] : INFO : Epoch 1819 | loss: 0.0311737 | val_loss: 0.0311841 | Time: 2272.3 ms [2022-03-23 15:18:26 main:574] : INFO : Epoch 1820 | loss: 0.0311771 | val_loss: 0.0311777 | Time: 2291.05 ms [2022-03-23 15:18:28 main:574] : INFO : Epoch 1821 | loss: 0.0311719 | val_loss: 0.0311693 | Time: 2285.65 ms [2022-03-23 15:18:30 main:574] : INFO : Epoch 1822 | loss: 0.0311708 | val_loss: 0.0311708 | Time: 2271.41 ms [2022-03-23 15:18:32 main:574] : INFO : Epoch 1823 | loss: 0.0311738 | val_loss: 0.0311694 | Time: 2258.27 ms [2022-03-23 15:18:35 main:574] : INFO : Epoch 1824 | loss: 0.0311682 | val_loss: 0.0311688 | Time: 2280.74 ms [2022-03-23 15:18:37 main:574] : INFO : Epoch 1825 | loss: 0.0311685 | val_loss: 0.0311708 | Time: 2298.78 ms [2022-03-23 15:18:39 main:574] : INFO : Epoch 1826 | loss: 0.0311706 | val_loss: 0.0311704 | Time: 2276.05 ms [2022-03-23 15:18:42 main:574] : INFO : Epoch 1827 | loss: 0.0311689 | val_loss: 0.0311664 | Time: 2344.34 ms [2022-03-23 15:18:44 main:574] : INFO : Epoch 1828 | loss: 0.0311692 | val_loss: 0.0311695 | Time: 2321.15 ms [2022-03-23 15:18:46 main:574] : INFO : Epoch 1829 | loss: 0.0311692 | val_loss: 0.0311705 | Time: 2279.21 ms [2022-03-23 15:18:48 main:574] : INFO : Epoch 1830 | loss: 0.0311695 | val_loss: 0.0311656 | Time: 2286.37 ms [2022-03-23 15:18:51 main:574] : INFO : Epoch 1831 | loss: 0.031165 | val_loss: 0.0311725 | Time: 2265.8 ms [2022-03-23 15:18:53 main:574] : INFO : Epoch 1832 | loss: 0.0311655 | val_loss: 0.0311686 | Time: 2279.06 ms [2022-03-23 15:18:55 main:574] : INFO : Epoch 1833 | loss: 0.0311716 | val_loss: 0.0311748 | Time: 2245.94 ms [2022-03-23 15:18:58 main:574] : INFO : Epoch 1834 | loss: 0.0311671 | val_loss: 0.0311899 | Time: 2297.66 ms [2022-03-23 15:19:00 main:574] : INFO : Epoch 1835 | loss: 0.031172 | val_loss: 0.0311678 | Time: 2308.78 ms [2022-03-23 15:19:02 main:574] : INFO : Epoch 1836 | loss: 0.0311639 | val_loss: 0.0311647 | Time: 2303.95 ms [2022-03-23 15:19:05 main:574] : INFO : Epoch 1837 | loss: 0.0311628 | val_loss: 0.0311644 | Time: 2296.01 ms [2022-03-23 15:19:07 main:574] : INFO : Epoch 1838 | loss: 0.0311633 | val_loss: 0.0311649 | Time: 2267.76 ms [2022-03-23 15:19:09 main:574] : INFO : Epoch 1839 | loss: 0.0311641 | val_loss: 0.0311646 | Time: 2301.22 ms [2022-03-23 15:19:11 main:574] : INFO : Epoch 1840 | loss: 0.0311648 | val_loss: 0.0311676 | Time: 2272.64 ms [2022-03-23 15:19:14 main:574] : INFO : Epoch 1841 | loss: 0.0311702 | val_loss: 0.0311766 | Time: 2275.51 ms [2022-03-23 15:19:16 main:574] : INFO : Epoch 1842 | loss: 0.0311653 | val_loss: 0.0311646 | Time: 2292.45 ms [2022-03-23 15:19:18 main:574] : INFO : Epoch 1843 | loss: 0.0311631 | val_loss: 0.0311665 | Time: 2305.23 ms [2022-03-23 15:19:21 main:574] : INFO : Epoch 1844 | loss: 0.0311629 | val_loss: 0.031166 | Time: 2273.91 ms [2022-03-23 15:19:23 main:574] : INFO : Epoch 1845 | loss: 0.0311608 | val_loss: 0.0311617 | Time: 2270.98 ms [2022-03-23 15:19:25 main:574] : INFO : Epoch 1846 | loss: 0.0311602 | val_loss: 0.0311615 | Time: 2285.13 ms [2022-03-23 15:19:27 main:574] : INFO : Epoch 1847 | loss: 0.0311598 | val_loss: 0.0311608 | Time: 2304.49 ms [2022-03-23 15:19:30 main:574] : INFO : Epoch 1848 | loss: 0.0311618 | val_loss: 0.0311648 | Time: 2279.89 ms [2022-03-23 15:19:32 main:574] : INFO : Epoch 1849 | loss: 0.0311601 | val_loss: 0.0311615 | Time: 2239.3 ms [2022-03-23 15:19:34 main:574] : INFO : Epoch 1850 | loss: 0.0311609 | val_loss: 0.0311605 | Time: 2312.54 ms [2022-03-23 15:19:37 main:574] : INFO : Epoch 1851 | loss: 0.0311668 | val_loss: 0.0311687 | Time: 2301.2 ms [2022-03-23 15:19:39 main:574] : INFO : Epoch 1852 | loss: 0.0311616 | val_loss: 0.0311644 | Time: 2273.8 ms [2022-03-23 15:19:41 main:574] : INFO : Epoch 1853 | loss: 0.0311606 | val_loss: 0.0311628 | Time: 2294.28 ms [2022-03-23 15:19:43 main:574] : INFO : Epoch 1854 | loss: 0.0311601 | val_loss: 0.0311601 | Time: 2267.66 ms [2022-03-23 15:19:46 main:574] : INFO : Epoch 1855 | loss: 0.0311592 | val_loss: 0.0311662 | Time: 2277.78 ms [2022-03-23 15:19:48 main:574] : INFO : Epoch 1856 | loss: 0.0311668 | val_loss: 0.0311649 | Time: 2293.57 ms [2022-03-23 15:19:50 main:574] : INFO : Epoch 1857 | loss: 0.0311607 | val_loss: 0.0311662 | Time: 2286.46 ms [2022-03-23 15:19:53 main:574] : INFO : Epoch 1858 | loss: 0.0311607 | val_loss: 0.0311635 | Time: 2272.11 ms [2022-03-23 15:19:55 main:574] : INFO : Epoch 1859 | loss: 0.0311679 | val_loss: 0.0311604 | Time: 2243.61 ms [2022-03-23 15:19:57 main:574] : INFO : Epoch 1860 | loss: 0.0311574 | val_loss: 0.0311641 | Time: 2272.02 ms [2022-03-23 15:19:59 main:574] : INFO : Epoch 1861 | loss: 0.031162 | val_loss: 0.031162 | Time: 2259.54 ms [2022-03-23 15:20:02 main:574] : INFO : Epoch 1862 | loss: 0.0311587 | val_loss: 0.0311596 | Time: 2281.28 ms [2022-03-23 15:20:04 main:574] : INFO : Epoch 1863 | loss: 0.0311567 | val_loss: 0.0311591 | Time: 2282.19 ms [2022-03-23 15:20:06 main:574] : INFO : Epoch 1864 | loss: 0.0311568 | val_loss: 0.0311607 | Time: 2261.33 ms [2022-03-23 15:20:08 main:574] : INFO : Epoch 1865 | loss: 0.0311565 | val_loss: 0.0311593 | Time: 2276.79 ms [2022-03-23 15:20:11 main:574] : INFO : Epoch 1866 | loss: 0.031155 | val_loss: 0.0311585 | Time: 2319.99 ms [2022-03-23 15:20:13 main:574] : INFO : Epoch 1867 | loss: 0.0311552 | val_loss: 0.0311622 | Time: 2305.27 ms [2022-03-23 15:20:15 main:574] : INFO : Epoch 1868 | loss: 0.0311594 | val_loss: 0.0311611 | Time: 2298.61 ms [2022-03-23 15:20:18 main:574] : INFO : Epoch 1869 | loss: 0.0311565 | val_loss: 0.0311583 | Time: 2226.12 ms [2022-03-23 15:20:20 main:574] : INFO : Epoch 1870 | loss: 0.0311583 | val_loss: 0.0311594 | Time: 2266.11 ms [2022-03-23 15:20:22 main:574] : INFO : Epoch 1871 | loss: 0.0311558 | val_loss: 0.0311576 | Time: 2243.56 ms [2022-03-23 15:20:24 main:574] : INFO : Epoch 1872 | loss: 0.0311561 | val_loss: 0.0311575 | Time: 2257.61 ms [2022-03-23 15:20:27 main:574] : INFO : Epoch 1873 | loss: 0.0311541 | val_loss: 0.0311585 | Time: 2273.4 ms [2022-03-23 15:20:29 main:574] : INFO : Epoch 1874 | loss: 0.0311528 | val_loss: 0.0311562 | Time: 2323.65 ms [2022-03-23 15:20:31 main:574] : INFO : Epoch 1875 | loss: 0.0311534 | val_loss: 0.0311571 | Time: 2271.35 ms [2022-03-23 15:20:34 main:574] : INFO : Epoch 1876 | loss: 0.0311535 | val_loss: 0.0311575 | Time: 2282.26 ms [2022-03-23 15:20:36 main:574] : INFO : Epoch 1877 | loss: 0.0311576 | val_loss: 0.031171 | Time: 2227.26 ms [2022-03-23 15:20:38 main:574] : INFO : Epoch 1878 | loss: 0.03116 | val_loss: 0.0311793 | Time: 2235.3 ms [2022-03-23 15:20:40 main:574] : INFO : Epoch 1879 | loss: 0.031159 | val_loss: 0.031156 | Time: 2250.79 ms [2022-03-23 15:20:43 main:574] : INFO : Epoch 1880 | loss: 0.0311557 | val_loss: 0.0311557 | Time: 2242.18 ms [2022-03-23 15:20:45 main:574] : INFO : Epoch 1881 | loss: 0.031152 | val_loss: 0.0311566 | Time: 2275.78 ms [2022-03-23 15:20:47 main:574] : INFO : Epoch 1882 | loss: 0.0311529 | val_loss: 0.031157 | Time: 2281.21 ms [2022-03-23 15:20:49 main:574] : INFO : Epoch 1883 | loss: 0.0311532 | val_loss: 0.0311657 | Time: 2261.29 ms [2022-03-23 15:20:52 main:574] : INFO : Epoch 1884 | loss: 0.0311535 | val_loss: 0.0311561 | Time: 2315.37 ms [2022-03-23 15:20:54 main:574] : INFO : Epoch 1885 | loss: 0.0311535 | val_loss: 0.0311578 | Time: 2279.07 ms [2022-03-23 15:20:56 main:574] : INFO : Epoch 1886 | loss: 0.0311512 | val_loss: 0.0311567 | Time: 2256.04 ms [2022-03-23 15:20:59 main:574] : INFO : Epoch 1887 | loss: 0.0311511 | val_loss: 0.0311592 | Time: 2269.32 ms [2022-03-23 15:21:01 main:574] : INFO : Epoch 1888 | loss: 0.0311572 | val_loss: 0.0311578 | Time: 2263.66 ms [2022-03-23 15:21:03 main:574] : INFO : Epoch 1889 | loss: 0.0311588 | val_loss: 0.0311578 | Time: 2232.83 ms [2022-03-23 15:21:05 main:574] : INFO : Epoch 1890 | loss: 0.0311527 | val_loss: 0.0311588 | Time: 2253.32 ms [2022-03-23 15:21:08 main:574] : INFO : Epoch 1891 | loss: 0.0311538 | val_loss: 0.0311586 | Time: 2220.22 ms [2022-03-23 15:21:10 main:574] : INFO : Epoch 1892 | loss: 0.0311552 | val_loss: 0.0311644 | Time: 2244.47 ms [2022-03-23 15:21:12 main:574] : INFO : Epoch 1893 | loss: 0.0311541 | val_loss: 0.0311589 | Time: 2240.58 ms [2022-03-23 15:21:14 main:574] : INFO : Epoch 1894 | loss: 0.0311525 | val_loss: 0.0311544 | Time: 2288.79 ms [2022-03-23 15:21:17 main:574] : INFO : Epoch 1895 | loss: 0.0311496 | val_loss: 0.0311557 | Time: 2285.09 ms [2022-03-23 15:21:19 main:574] : INFO : Epoch 1896 | loss: 0.0311515 | val_loss: 0.031159 | Time: 2293.57 ms [2022-03-23 15:21:21 main:574] : INFO : Epoch 1897 | loss: 0.0311516 | val_loss: 0.0311552 | Time: 2284.65 ms [2022-03-23 15:21:23 main:574] : INFO : Epoch 1898 | loss: 0.0311483 | val_loss: 0.0311562 | Time: 2254.26 ms [2022-03-23 15:21:26 main:574] : INFO : Epoch 1899 | loss: 0.0311483 | val_loss: 0.0311593 | Time: 2279.45 ms [2022-03-23 15:21:28 main:574] : INFO : Epoch 1900 | loss: 0.0311491 | val_loss: 0.031163 | Time: 2262.98 ms [2022-03-23 15:21:30 main:574] : INFO : Epoch 1901 | loss: 0.0311501 | val_loss: 0.0311682 | Time: 2254.17 ms [2022-03-23 15:21:33 main:574] : INFO : Epoch 1902 | loss: 0.0311553 | val_loss: 0.0311575 | Time: 2287.4 ms [2022-03-23 15:21:35 main:574] : INFO : Epoch 1903 | loss: 0.0311539 | val_loss: 0.0311564 | Time: 2268.01 ms [2022-03-23 15:21:37 main:574] : INFO : Epoch 1904 | loss: 0.0311506 | val_loss: 0.0311564 | Time: 2308.9 ms [2022-03-23 15:21:39 main:574] : INFO : Epoch 1905 | loss: 0.0311553 | val_loss: 0.0311604 | Time: 2280.45 ms [2022-03-23 15:21:42 main:574] : INFO : Epoch 1906 | loss: 0.0311523 | val_loss: 0.0311626 | Time: 2291.97 ms [2022-03-23 15:21:44 main:574] : INFO : Epoch 1907 | loss: 0.0311561 | val_loss: 0.0311554 | Time: 2238.55 ms [2022-03-23 15:21:46 main:574] : INFO : Epoch 1908 | loss: 0.0311503 | val_loss: 0.0311552 | Time: 2257.7 ms [2022-03-23 15:21:49 main:574] : INFO : Epoch 1909 | loss: 0.0311479 | val_loss: 0.0311526 | Time: 2316.72 ms [2022-03-23 15:21:51 main:574] : INFO : Epoch 1910 | loss: 0.0311465 | val_loss: 0.0311577 | Time: 2243.66 ms [2022-03-23 15:21:53 main:574] : INFO : Epoch 1911 | loss: 0.0311467 | val_loss: 0.0311547 | Time: 2309.26 ms [2022-03-23 15:21:55 main:574] : INFO : Epoch 1912 | loss: 0.0311491 | val_loss: 0.0311546 | Time: 2286.88 ms [2022-03-23 15:21:58 main:574] : INFO : Epoch 1913 | loss: 0.0311533 | val_loss: 0.0311615 | Time: 2264.14 ms [2022-03-23 15:22:00 main:574] : INFO : Epoch 1914 | loss: 0.0311502 | val_loss: 0.0311546 | Time: 2264.08 ms [2022-03-23 15:22:02 main:574] : INFO : Epoch 1915 | loss: 0.0311472 | val_loss: 0.0311521 | Time: 2263.34 ms [2022-03-23 15:22:05 main:574] : INFO : Epoch 1916 | loss: 0.0311451 | val_loss: 0.0311529 | Time: 2253.73 ms [2022-03-23 15:22:07 main:574] : INFO : Epoch 1917 | loss: 0.0311449 | val_loss: 0.0311534 | Time: 2317.04 ms [2022-03-23 15:22:09 main:574] : INFO : Epoch 1918 | loss: 0.0311433 | val_loss: 0.0311515 | Time: 2239.82 ms [2022-03-23 15:22:11 main:574] : INFO : Epoch 1919 | loss: 0.0311456 | val_loss: 0.0311518 | Time: 2235.42 ms [2022-03-23 15:22:14 main:574] : INFO : Epoch 1920 | loss: 0.0311457 | val_loss: 0.0311566 | Time: 2284.9 ms [2022-03-23 15:22:16 main:574] : INFO : Epoch 1921 | loss: 0.0311439 | val_loss: 0.0311528 | Time: 2264.24 ms [2022-03-23 15:22:18 main:574] : INFO : Epoch 1922 | loss: 0.0311491 | val_loss: 0.0311567 | Time: 2269.88 ms [2022-03-23 15:22:20 main:574] : INFO : Epoch 1923 | loss: 0.0311519 | val_loss: 0.0311614 | Time: 2312.83 ms [2022-03-23 15:22:23 main:574] : INFO : Epoch 1924 | loss: 0.0311457 | val_loss: 0.0311525 | Time: 2238.86 ms [2022-03-23 15:22:25 main:574] : INFO : Epoch 1925 | loss: 0.0311439 | val_loss: 0.0311562 | Time: 2323.01 ms [2022-03-23 15:22:27 main:574] : INFO : Epoch 1926 | loss: 0.0311423 | val_loss: 0.0311573 | Time: 2268.55 ms [2022-03-23 15:22:30 main:574] : INFO : Epoch 1927 | loss: 0.0311496 | val_loss: 0.0311742 | Time: 2319.06 ms [2022-03-23 15:22:32 main:574] : INFO : Epoch 1928 | loss: 0.0311542 | val_loss: 0.031158 | Time: 2246.47 ms [2022-03-23 15:22:34 main:574] : INFO : Epoch 1929 | loss: 0.0311486 | val_loss: 0.0311548 | Time: 2325.41 ms [2022-03-23 15:22:37 main:574] : INFO : Epoch 1930 | loss: 0.0311456 | val_loss: 0.0311512 | Time: 2301.21 ms [2022-03-23 15:22:39 main:574] : INFO : Epoch 1931 | loss: 0.031144 | val_loss: 0.0311516 | Time: 2295.21 ms [2022-03-23 15:22:41 main:574] : INFO : Epoch 1932 | loss: 0.031144 | val_loss: 0.0311527 | Time: 2313.45 ms [2022-03-23 15:22:43 main:574] : INFO : Epoch 1933 | loss: 0.0311433 | val_loss: 0.031175 | Time: 2273.03 ms [2022-03-23 15:22:46 main:574] : INFO : Epoch 1934 | loss: 0.0311469 | val_loss: 0.0311561 | Time: 2288 ms [2022-03-23 15:22:48 main:574] : INFO : Epoch 1935 | loss: 0.0311456 | val_loss: 0.0311534 | Time: 2224.7 ms [2022-03-23 15:22:50 main:574] : INFO : Epoch 1936 | loss: 0.0311441 | val_loss: 0.0311559 | Time: 2345.01 ms [2022-03-23 15:22:53 main:574] : INFO : Epoch 1937 | loss: 0.0311425 | val_loss: 0.0311509 | Time: 2302.03 ms [2022-03-23 15:22:55 main:574] : INFO : Epoch 1938 | loss: 0.0311449 | val_loss: 0.0311554 | Time: 2323.55 ms [2022-03-23 15:22:57 main:574] : INFO : Epoch 1939 | loss: 0.0311407 | val_loss: 0.031151 | Time: 2325.87 ms [2022-03-23 15:23:00 main:574] : INFO : Epoch 1940 | loss: 0.0311417 | val_loss: 0.0311518 | Time: 2261.78 ms [2022-03-23 15:23:02 main:574] : INFO : Epoch 1941 | loss: 0.0311405 | val_loss: 0.0311535 | Time: 2288.47 ms [2022-03-23 15:23:04 main:574] : INFO : Epoch 1942 | loss: 0.0311393 | val_loss: 0.0311506 | Time: 2285.94 ms [2022-03-23 15:23:06 main:574] : INFO : Epoch 1943 | loss: 0.0311397 | val_loss: 0.031154 | Time: 2259.47 ms [2022-03-23 15:23:09 main:574] : INFO : Epoch 1944 | loss: 0.0311404 | val_loss: 0.0311505 | Time: 2276.85 ms [2022-03-23 15:23:11 main:574] : INFO : Epoch 1945 | loss: 0.03114 | val_loss: 0.0311525 | Time: 2288.46 ms [2022-03-23 15:23:13 main:574] : INFO : Epoch 1946 | loss: 0.0311384 | val_loss: 0.031149 | Time: 2293.75 ms [2022-03-23 15:23:16 main:574] : INFO : Epoch 1947 | loss: 0.0311377 | val_loss: 0.031152 | Time: 2330.92 ms [2022-03-23 15:23:18 main:574] : INFO : Epoch 1948 | loss: 0.0311377 | val_loss: 0.0311497 | Time: 2318.83 ms [2022-03-23 15:23:20 main:574] : INFO : Epoch 1949 | loss: 0.0311386 | val_loss: 0.0311552 | Time: 2274.37 ms [2022-03-23 15:23:23 main:574] : INFO : Epoch 1950 | loss: 0.0311395 | val_loss: 0.0311559 | Time: 2326.49 ms [2022-03-23 15:23:25 main:574] : INFO : Epoch 1951 | loss: 0.0311383 | val_loss: 0.031151 | Time: 2273.35 ms [2022-03-23 15:23:27 main:574] : INFO : Epoch 1952 | loss: 0.0311404 | val_loss: 0.0311503 | Time: 2273.97 ms [2022-03-23 15:23:29 main:574] : INFO : Epoch 1953 | loss: 0.0311357 | val_loss: 0.0311509 | Time: 2266.06 ms [2022-03-23 15:23:32 main:574] : INFO : Epoch 1954 | loss: 0.0311361 | val_loss: 0.0311529 | Time: 2296.58 ms [2022-03-23 15:23:34 main:574] : INFO : Epoch 1955 | loss: 0.0311383 | val_loss: 0.0311533 | Time: 2272.65 ms [2022-03-23 15:23:36 main:574] : INFO : Epoch 1956 | loss: 0.0311397 | val_loss: 0.031165 | Time: 2298.87 ms [2022-03-23 15:23:39 main:574] : INFO : Epoch 1957 | loss: 0.0311391 | val_loss: 0.0311541 | Time: 2275.46 ms [2022-03-23 15:23:41 main:574] : INFO : Epoch 1958 | loss: 0.0311364 | val_loss: 0.0311504 | Time: 2341.21 ms [2022-03-23 15:23:43 main:574] : INFO : Epoch 1959 | loss: 0.0311341 | val_loss: 0.0311511 | Time: 2309.5 ms [2022-03-23 15:23:46 main:574] : INFO : Epoch 1960 | loss: 0.0311355 | val_loss: 0.0311549 | Time: 2342.25 ms [2022-03-23 15:23:48 main:574] : INFO : Epoch 1961 | loss: 0.0311382 | val_loss: 0.0311509 | Time: 2271.39 ms [2022-03-23 15:23:50 main:574] : INFO : Epoch 1962 | loss: 0.0311396 | val_loss: 0.0311513 | Time: 2276.75 ms [2022-03-23 15:23:52 main:574] : INFO : Epoch 1963 | loss: 0.0311362 | val_loss: 0.0311512 | Time: 2326.65 ms [2022-03-23 15:23:55 main:574] : INFO : Epoch 1964 | loss: 0.0311326 | val_loss: 0.0311484 | Time: 2305.08 ms [2022-03-23 15:23:57 main:574] : INFO : Epoch 1965 | loss: 0.0311321 | val_loss: 0.0311506 | Time: 2253.29 ms [2022-03-23 15:23:59 main:574] : INFO : Epoch 1966 | loss: 0.031137 | val_loss: 0.0311566 | Time: 2271.62 ms [2022-03-23 15:24:02 main:574] : INFO : Epoch 1967 | loss: 0.0311457 | val_loss: 0.0311527 | Time: 2352.61 ms [2022-03-23 15:24:04 main:574] : INFO : Epoch 1968 | loss: 0.0311366 | val_loss: 0.0311509 | Time: 2302.89 ms [2022-03-23 15:24:06 main:574] : INFO : Epoch 1969 | loss: 0.031133 | val_loss: 0.0311537 | Time: 2280.25 ms [2022-03-23 15:24:09 main:574] : INFO : Epoch 1970 | loss: 0.0311355 | val_loss: 0.0311532 | Time: 2291.66 ms [2022-03-23 15:24:11 main:574] : INFO : Epoch 1971 | loss: 0.0311307 | val_loss: 0.0311476 | Time: 2272.87 ms [2022-03-23 15:24:13 main:574] : INFO : Epoch 1972 | loss: 0.0311331 | val_loss: 0.0311523 | Time: 2310.93 ms [2022-03-23 15:24:15 main:574] : INFO : Epoch 1973 | loss: 0.0311307 | val_loss: 0.03115 | Time: 2268.6 ms [2022-03-23 15:24:18 main:574] : INFO : Epoch 1974 | loss: 0.0311321 | val_loss: 0.0311495 | Time: 2287.36 ms [2022-03-23 15:24:20 main:574] : INFO : Epoch 1975 | loss: 0.0311346 | val_loss: 0.0311552 | Time: 2245.95 ms [2022-03-23 15:24:22 main:574] : INFO : Epoch 1976 | loss: 0.0311348 | val_loss: 0.0311523 | Time: 2283.15 ms [2022-03-23 15:24:24 main:574] : INFO : Epoch 1977 | loss: 0.0311343 | val_loss: 0.0311497 | Time: 2240.29 ms [2022-03-23 15:24:27 main:574] : INFO : Epoch 1978 | loss: 0.0311302 | val_loss: 0.0311582 | Time: 2263.07 ms [2022-03-23 15:24:29 main:574] : INFO : Epoch 1979 | loss: 0.0311354 | val_loss: 0.0311508 | Time: 2218.96 ms [2022-03-23 15:24:31 main:574] : INFO : Epoch 1980 | loss: 0.03113 | val_loss: 0.0311521 | Time: 2257.39 ms [2022-03-23 15:24:34 main:574] : INFO : Epoch 1981 | loss: 0.031131 | val_loss: 0.0311511 | Time: 2282.97 ms [2022-03-23 15:24:36 main:574] : INFO : Epoch 1982 | loss: 0.0311321 | val_loss: 0.0311494 | Time: 2342.49 ms [2022-03-23 15:24:38 main:574] : INFO : Epoch 1983 | loss: 0.0311283 | val_loss: 0.0311544 | Time: 2336.14 ms [2022-03-23 15:24:40 main:574] : INFO : Epoch 1984 | loss: 0.0311295 | val_loss: 0.0311493 | Time: 2255.91 ms [2022-03-23 15:24:43 main:574] : INFO : Epoch 1985 | loss: 0.031129 | val_loss: 0.0311489 | Time: 2264.47 ms [2022-03-23 15:24:45 main:574] : INFO : Epoch 1986 | loss: 0.0311308 | val_loss: 0.0311504 | Time: 2266.41 ms [2022-03-23 15:24:47 main:574] : INFO : Epoch 1987 | loss: 0.0311278 | val_loss: 0.0311517 | Time: 2281.68 ms [2022-03-23 15:24:50 main:574] : INFO : Epoch 1988 | loss: 0.031129 | val_loss: 0.0311477 | Time: 2315.17 ms [2022-03-23 15:24:52 main:574] : INFO : Epoch 1989 | loss: 0.0311295 | val_loss: 0.0311512 | Time: 2251.52 ms [2022-03-23 15:24:54 main:574] : INFO : Epoch 1990 | loss: 0.031133 | val_loss: 0.0311764 | Time: 2237.72 ms [2022-03-23 15:24:56 main:574] : INFO : Epoch 1991 | loss: 0.0311348 | val_loss: 0.0311501 | Time: 2288.19 ms [2022-03-23 15:24:59 main:574] : INFO : Epoch 1992 | loss: 0.0311295 | val_loss: 0.0311522 | Time: 2287.97 ms [2022-03-23 15:25:01 main:574] : INFO : Epoch 1993 | loss: 0.031127 | val_loss: 0.0311517 | Time: 2260.25 ms [2022-03-23 15:25:03 main:574] : INFO : Epoch 1994 | loss: 0.0311292 | val_loss: 0.0311572 | Time: 2260.55 ms [2022-03-23 15:25:05 main:574] : INFO : Epoch 1995 | loss: 0.0311332 | val_loss: 0.0311552 | Time: 2217.94 ms [2022-03-23 15:25:08 main:574] : INFO : Epoch 1996 | loss: 0.031128 | val_loss: 0.0311496 | Time: 2284.32 ms [2022-03-23 15:25:10 main:574] : INFO : Epoch 1997 | loss: 0.0311269 | val_loss: 0.0311518 | Time: 2243.77 ms [2022-03-23 15:25:12 main:574] : INFO : Epoch 1998 | loss: 0.0311261 | val_loss: 0.0311506 | Time: 2281.81 ms [2022-03-23 15:25:15 main:574] : INFO : Epoch 1999 | loss: 0.0311256 | val_loss: 0.0311511 | Time: 2232.1 ms [2022-03-23 15:25:17 main:574] : INFO : Epoch 2000 | loss: 0.0311254 | val_loss: 0.03115 | Time: 2304.22 ms [2022-03-23 15:25:19 main:574] : INFO : Epoch 2001 | loss: 0.0311234 | val_loss: 0.0311531 | Time: 2300.72 ms [2022-03-23 15:25:21 main:574] : INFO : Epoch 2002 | loss: 0.0311238 | val_loss: 0.031155 | Time: 2260.77 ms [2022-03-23 15:25:24 main:574] : INFO : Epoch 2003 | loss: 0.0311283 | val_loss: 0.0311507 | Time: 2277.18 ms [2022-03-23 15:25:26 main:574] : INFO : Epoch 2004 | loss: 0.0311243 | val_loss: 0.031153 | Time: 2311.56 ms [2022-03-23 15:25:28 main:574] : INFO : Epoch 2005 | loss: 0.0311239 | val_loss: 0.0311531 | Time: 2284.19 ms [2022-03-23 15:25:31 main:574] : INFO : Epoch 2006 | loss: 0.0311262 | val_loss: 0.0311574 | Time: 2265.55 ms [2022-03-23 15:25:33 main:574] : INFO : Epoch 2007 | loss: 0.0311262 | val_loss: 0.0311596 | Time: 2250.91 ms [2022-03-23 15:25:35 main:574] : INFO : Epoch 2008 | loss: 0.0311275 | val_loss: 0.0311454 | Time: 2272.04 ms [2022-03-23 15:25:37 main:574] : INFO : Epoch 2009 | loss: 0.0311245 | val_loss: 0.0311508 | Time: 2264.07 ms [2022-03-23 15:25:40 main:574] : INFO : Epoch 2010 | loss: 0.0311285 | val_loss: 0.0311574 | Time: 2306.84 ms [2022-03-23 15:25:42 main:574] : INFO : Epoch 2011 | loss: 0.0311309 | val_loss: 0.0311633 | Time: 2266.32 ms [2022-03-23 15:25:44 main:574] : INFO : Epoch 2012 | loss: 0.0311287 | val_loss: 0.0311482 | Time: 2237.46 ms [2022-03-23 15:25:46 main:574] : INFO : Epoch 2013 | loss: 0.0311229 | val_loss: 0.0311472 | Time: 2249.18 ms [2022-03-23 15:25:49 main:574] : INFO : Epoch 2014 | loss: 0.0311275 | val_loss: 0.0311517 | Time: 2282.99 ms [2022-03-23 15:25:51 main:574] : INFO : Epoch 2015 | loss: 0.0311353 | val_loss: 0.0311647 | Time: 2282.33 ms [2022-03-23 15:25:53 main:574] : INFO : Epoch 2016 | loss: 0.0311288 | val_loss: 0.03116 | Time: 2264.16 ms [2022-03-23 15:25:56 main:574] : INFO : Epoch 2017 | loss: 0.0311399 | val_loss: 0.0311576 | Time: 2272 ms [2022-03-23 15:25:58 main:574] : INFO : Epoch 2018 | loss: 0.03113 | val_loss: 0.0311467 | Time: 2295.23 ms [2022-03-23 15:26:00 main:574] : INFO : Epoch 2019 | loss: 0.0311274 | val_loss: 0.0311509 | Time: 2287.67 ms [2022-03-23 15:26:02 main:574] : INFO : Epoch 2020 | loss: 0.0311347 | val_loss: 0.0311533 | Time: 2240.68 ms [2022-03-23 15:26:05 main:574] : INFO : Epoch 2021 | loss: 0.0311318 | val_loss: 0.0311516 | Time: 2257.38 ms [2022-03-23 15:26:07 main:574] : INFO : Epoch 2022 | loss: 0.0311223 | val_loss: 0.0311486 | Time: 2307.09 ms [2022-03-23 15:26:09 main:574] : INFO : Epoch 2023 | loss: 0.0311187 | val_loss: 0.0311441 | Time: 2279.81 ms [2022-03-23 15:26:12 main:574] : INFO : Epoch 2024 | loss: 0.0311196 | val_loss: 0.0311489 | Time: 2236.45 ms [2022-03-23 15:26:14 main:574] : INFO : Epoch 2025 | loss: 0.0311227 | val_loss: 0.0311531 | Time: 2264.77 ms [2022-03-23 15:26:16 main:574] : INFO : Epoch 2026 | loss: 0.0311283 | val_loss: 0.0311516 | Time: 2298.77 ms [2022-03-23 15:26:18 main:574] : INFO : Epoch 2027 | loss: 0.0311258 | val_loss: 0.0311539 | Time: 2301.77 ms [2022-03-23 15:26:21 main:574] : INFO : Epoch 2028 | loss: 0.0311226 | val_loss: 0.031144 | Time: 2279.18 ms [2022-03-23 15:26:23 main:574] : INFO : Epoch 2029 | loss: 0.0311187 | val_loss: 0.031146 | Time: 2234.79 ms [2022-03-23 15:26:25 main:574] : INFO : Epoch 2030 | loss: 0.0311199 | val_loss: 0.031146 | Time: 2321.98 ms [2022-03-23 15:26:28 main:574] : INFO : Epoch 2031 | loss: 0.0311207 | val_loss: 0.0311622 | Time: 2264.83 ms [2022-03-23 15:26:30 main:574] : INFO : Epoch 2032 | loss: 0.0311183 | val_loss: 0.0311481 | Time: 2276.33 ms [2022-03-23 15:26:32 main:574] : INFO : Epoch 2033 | loss: 0.0311176 | val_loss: 0.0311542 | Time: 2245.85 ms [2022-03-23 15:26:34 main:574] : INFO : Epoch 2034 | loss: 0.031117 | val_loss: 0.0311495 | Time: 2279.28 ms [2022-03-23 15:26:37 main:574] : INFO : Epoch 2035 | loss: 0.0311178 | val_loss: 0.0311466 | Time: 2276.04 ms [2022-03-23 15:26:39 main:574] : INFO : Epoch 2036 | loss: 0.0311208 | val_loss: 0.0311461 | Time: 2246.96 ms [2022-03-23 15:26:41 main:574] : INFO : Epoch 2037 | loss: 0.0311184 | val_loss: 0.0311501 | Time: 2275.67 ms [2022-03-23 15:26:43 main:574] : INFO : Epoch 2038 | loss: 0.0311167 | val_loss: 0.0311493 | Time: 2269.53 ms [2022-03-23 15:26:46 main:574] : INFO : Epoch 2039 | loss: 0.0311209 | val_loss: 0.0311501 | Time: 2314.14 ms [2022-03-23 15:26:48 main:574] : INFO : Epoch 2040 | loss: 0.0311183 | val_loss: 0.0311492 | Time: 2230.42 ms [2022-03-23 15:26:50 main:574] : INFO : Epoch 2041 | loss: 0.0311166 | val_loss: 0.0311462 | Time: 2230.15 ms [2022-03-23 15:26:53 main:574] : INFO : Epoch 2042 | loss: 0.0311158 | val_loss: 0.0311476 | Time: 2270.56 ms [2022-03-23 15:26:55 main:574] : INFO : Epoch 2043 | loss: 0.0311173 | val_loss: 0.0311516 | Time: 2237.33 ms [2022-03-23 15:26:57 main:574] : INFO : Epoch 2044 | loss: 0.0311185 | val_loss: 0.0311512 | Time: 2236.46 ms [2022-03-23 15:26:59 main:574] : INFO : Epoch 2045 | loss: 0.03112 | val_loss: 0.0311478 | Time: 2281.76 ms [2022-03-23 15:27:02 main:574] : INFO : Epoch 2046 | loss: 0.0311198 | val_loss: 0.0311474 | Time: 2269.41 ms [2022-03-23 15:27:04 main:574] : INFO : Epoch 2047 | loss: 0.0311186 | val_loss: 0.0311548 | Time: 2304.91 ms [2022-03-23 15:27:06 main:574] : INFO : Epoch 2048 | loss: 0.0311172 | val_loss: 0.0311443 | Time: 2294.35 ms [2022-03-23 15:27:06 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311443 [2022-03-23 15:27:06 main:603] : INFO : Saving end state to config to file [2022-03-23 15:27:06 main:608] : INFO : Success, exiting.. 15:27:06 (15856): 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)