Task 4513810
| Name | ParityMachine-1612384838-6437-5_2 |
| Workunit | 2437774 |
| Created | 23 Mar 2021, 6:09:22 UTC |
| Sent | 23 Mar 2021, 7:54:57 UTC |
| Report deadline | 30 Mar 2021, 7:54:57 UTC |
| Received | 23 Mar 2021, 15:21:56 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4668 |
| Run time | 1 hours 22 min 51 sec |
| CPU time | 1 hours 20 min 40 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,497.36 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.33 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 2021-03-23 16:01:31 main:574] : INFO : Epoch 1542 | loss: 0.0312505 | val_loss: 0.0312499 | Time: 2296.83 ms [2021-03-23 16:01:34 main:574] : INFO : Epoch 1543 | loss: 0.0312504 | val_loss: 0.0312504 | Time: 2348.2 ms [2021-03-23 16:01:36 main:574] : INFO : Epoch 1544 | loss: 0.0312503 | val_loss: 0.0312499 | Time: 2280.51 ms [2021-03-23 16:01:38 main:574] : INFO : Epoch 1545 | loss: 0.03125 | val_loss: 0.0312499 | Time: 2278.5 ms [2021-03-23 16:01:41 main:574] : INFO : Epoch 1546 | loss: 0.03125 | val_loss: 0.0312502 | Time: 2270.77 ms [2021-03-23 16:01:43 main:574] : INFO : Epoch 1547 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 2299.32 ms [2021-03-23 16:01:45 main:574] : INFO : Epoch 1548 | loss: 0.03125 | val_loss: 0.0312502 | Time: 2291.7 ms [2021-03-23 16:01:48 main:574] : INFO : Epoch 1549 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 2380.56 ms [2021-03-23 16:01:50 main:574] : INFO : Epoch 1550 | loss: 0.03125 | val_loss: 0.0312504 | Time: 2307.53 ms [2021-03-23 16:01:52 main:574] : INFO : Epoch 1551 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 2367.46 ms [2021-03-23 16:01:55 main:574] : INFO : Epoch 1552 | loss: 0.0312502 | val_loss: 0.03125 | Time: 2371.61 ms [2021-03-23 16:01:57 main:574] : INFO : Epoch 1553 | loss: 0.03125 | val_loss: 0.0312503 | Time: 2420.78 ms [2021-03-23 16:02:00 main:574] : INFO : Epoch 1554 | loss: 0.03125 | val_loss: 0.0312504 | Time: 2394.93 ms [2021-03-23 16:02:02 main:574] : INFO : Epoch 1555 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 2319.13 ms [2021-03-23 16:02:04 main:574] : INFO : Epoch 1556 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 2356.21 ms [2021-03-23 16:02:07 main:574] : INFO : Epoch 1557 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 2397.68 ms [2021-03-23 16:02:09 main:574] : INFO : Epoch 1558 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 2445.25 ms [2021-03-23 16:02:12 main:574] : INFO : Epoch 1559 | loss: 0.0312499 | val_loss: 0.0312498 | Time: 2443.71 ms [2021-03-23 16:02:14 main:574] : INFO : Epoch 1560 | loss: 0.0312498 | val_loss: 0.0312505 | Time: 2369.45 ms [2021-03-23 16:02:16 main:574] : INFO : Epoch 1561 | loss: 0.0312502 | val_loss: 0.0312496 | Time: 2313.28 ms [2021-03-23 16:02:19 main:574] : INFO : Epoch 1562 | loss: 0.0312494 | val_loss: 0.0312505 | Time: 2326.2 ms [2021-03-23 16:02:21 main:574] : INFO : Epoch 1563 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 2337.21 ms [2021-03-23 16:02:23 main:574] : INFO : Epoch 1564 | loss: 0.0312494 | val_loss: 0.0312492 | Time: 2352.62 ms [2021-03-23 16:02:26 main:574] : INFO : Epoch 1565 | loss: 0.0312489 | val_loss: 0.0312492 | Time: 2408.65 ms [2021-03-23 16:02:28 main:574] : INFO : Epoch 1566 | loss: 0.0312489 | val_loss: 0.0312508 | Time: 2346.12 ms [2021-03-23 16:02:31 main:574] : INFO : Epoch 1567 | loss: 0.0312492 | val_loss: 0.0312491 | Time: 2394.16 ms [2021-03-23 16:02:33 main:574] : INFO : Epoch 1568 | loss: 0.0312484 | val_loss: 0.0312478 | Time: 2375.02 ms [2021-03-23 16:02:35 main:574] : INFO : Epoch 1569 | loss: 0.0312479 | val_loss: 0.0312477 | Time: 2378.98 ms [2021-03-23 16:02:38 main:574] : INFO : Epoch 1570 | loss: 0.0312477 | val_loss: 0.0312483 | Time: 2359.23 ms [2021-03-23 16:02:40 main:574] : INFO : Epoch 1571 | loss: 0.031248 | val_loss: 0.0312479 | Time: 2357.67 ms [2021-03-23 16:02:43 main:574] : INFO : Epoch 1572 | loss: 0.031247 | val_loss: 0.0312465 | Time: 2465.21 ms [2021-03-23 16:02:45 main:574] : INFO : Epoch 1573 | loss: 0.0312468 | val_loss: 0.0312487 | Time: 2494.92 ms [2021-03-23 16:02:48 main:574] : INFO : Epoch 1574 | loss: 0.0312476 | val_loss: 0.0312473 | Time: 2500.19 ms [2021-03-23 16:02:50 main:574] : INFO : Epoch 1575 | loss: 0.0312491 | val_loss: 0.0312483 | Time: 2429.45 ms [2021-03-23 16:02:53 main:574] : INFO : Epoch 1576 | loss: 0.0312478 | val_loss: 0.0312448 | Time: 2405.4 ms [2021-03-23 16:02:55 main:574] : INFO : Epoch 1577 | loss: 0.0312457 | val_loss: 0.0312447 | Time: 2408.99 ms [2021-03-23 16:02:57 main:574] : INFO : Epoch 1578 | loss: 0.0312466 | val_loss: 0.0312455 | Time: 2373.73 ms [2021-03-23 16:03:00 main:574] : INFO : Epoch 1579 | loss: 0.0312449 | val_loss: 0.0312436 | Time: 2407.93 ms [2021-03-23 16:03:02 main:574] : INFO : Epoch 1580 | loss: 0.0312449 | val_loss: 0.0312427 | Time: 2461.39 ms [2021-03-23 16:03:05 main:574] : INFO : Epoch 1581 | loss: 0.0312439 | val_loss: 0.031249 | Time: 2417.64 ms [2021-03-23 16:03:07 main:574] : INFO : Epoch 1582 | loss: 0.0312484 | val_loss: 0.0312451 | Time: 2464.54 ms [2021-03-23 16:03:10 main:574] : INFO : Epoch 1583 | loss: 0.0312536 | val_loss: 0.0312492 | Time: 2652.2 ms [2021-03-23 16:03:12 main:574] : INFO : Epoch 1584 | loss: 0.0312463 | val_loss: 0.0312436 | Time: 2502.08 ms [2021-03-23 16:03:15 main:574] : INFO : Epoch 1585 | loss: 0.0312436 | val_loss: 0.0312441 | Time: 2420.7 ms [2021-03-23 16:03:17 main:574] : INFO : Epoch 1586 | loss: 0.0312428 | val_loss: 0.0312419 | Time: 2380.52 ms [2021-03-23 16:03:20 main:574] : INFO : Epoch 1587 | loss: 0.0312429 | val_loss: 0.0312414 | Time: 2388.56 ms [2021-03-23 16:03:22 main:574] : INFO : Epoch 1588 | loss: 0.0312425 | val_loss: 0.0312459 | Time: 2416.86 ms [2021-03-23 16:03:24 main:574] : INFO : Epoch 1589 | loss: 0.0312436 | val_loss: 0.0312465 | Time: 2370.77 ms [2021-03-23 16:03:27 main:574] : INFO : Epoch 1590 | loss: 0.031243 | val_loss: 0.0312438 | Time: 2405.45 ms [2021-03-23 16:03:29 main:574] : INFO : Epoch 1591 | loss: 0.0312534 | val_loss: 0.0312477 | Time: 2328.6 ms [2021-03-23 16:03:32 main:574] : INFO : Epoch 1592 | loss: 0.0312488 | val_loss: 0.0312528 | Time: 2374.97 ms [2021-03-23 16:03:34 main:574] : INFO : Epoch 1593 | loss: 0.0312466 | val_loss: 0.0312441 | Time: 2363.72 ms [2021-03-23 16:03:36 main:574] : INFO : Epoch 1594 | loss: 0.0312431 | val_loss: 0.0312422 | Time: 2360.47 ms [2021-03-23 16:03:39 main:574] : INFO : Epoch 1595 | loss: 0.0312434 | val_loss: 0.031245 | Time: 2465.55 ms [2021-03-23 16:03:41 main:574] : INFO : Epoch 1596 | loss: 0.0312436 | val_loss: 0.0312434 | Time: 2459.16 ms [2021-03-23 16:03:44 main:574] : INFO : Epoch 1597 | loss: 0.0312425 | val_loss: 0.0312433 | Time: 2422.55 ms [2021-03-23 16:03:46 main:574] : INFO : Epoch 1598 | loss: 0.0312454 | val_loss: 0.0312459 | Time: 2424.66 ms [2021-03-23 16:03:49 main:574] : INFO : Epoch 1599 | loss: 0.0312488 | val_loss: 0.0312432 | Time: 2495.26 ms [2021-03-23 16:03:51 main:574] : INFO : Epoch 1600 | loss: 0.031243 | val_loss: 0.0312404 | Time: 2549.59 ms [2021-03-23 16:03:54 main:574] : INFO : Epoch 1601 | loss: 0.0312406 | val_loss: 0.0312425 | Time: 2429 ms [2021-03-23 16:03:56 main:574] : INFO : Epoch 1602 | loss: 0.0312397 | val_loss: 0.0312412 | Time: 2385.23 ms [2021-03-23 16:03:58 main:574] : INFO : Epoch 1603 | loss: 0.0312416 | val_loss: 0.031243 | Time: 2383.27 ms [2021-03-23 16:04:01 main:574] : INFO : Epoch 1604 | loss: 0.0312392 | val_loss: 0.0312427 | Time: 2388.41 ms [2021-03-23 16:04:03 main:574] : INFO : Epoch 1605 | loss: 0.0312397 | val_loss: 0.0312618 | Time: 2404.1 ms [2021-03-23 16:04:06 main:574] : INFO : Epoch 1606 | loss: 0.0312452 | val_loss: 0.031248 | Time: 2457.74 ms [2021-03-23 16:04:08 main:574] : INFO : Epoch 1607 | loss: 0.031242 | val_loss: 0.031239 | Time: 2394.66 ms [2021-03-23 16:04:11 main:574] : INFO : Epoch 1608 | loss: 0.0312396 | val_loss: 0.031239 | Time: 2393.45 ms [2021-03-23 16:04:13 main:574] : INFO : Epoch 1609 | loss: 0.0312398 | val_loss: 0.0312381 | Time: 2435.84 ms [2021-03-23 16:04:16 main:574] : INFO : Epoch 1610 | loss: 0.0312397 | val_loss: 0.0312376 | Time: 2459.64 ms [2021-03-23 16:04:18 main:574] : INFO : Epoch 1611 | loss: 0.0312405 | val_loss: 0.0312437 | Time: 2433.2 ms [2021-03-23 16:04:20 main:574] : INFO : Epoch 1612 | loss: 0.0312403 | val_loss: 0.0312393 | Time: 2486.33 ms [2021-03-23 16:04:23 main:574] : INFO : Epoch 1613 | loss: 0.0312431 | val_loss: 0.031244 | Time: 2515.9 ms [2021-03-23 16:04:25 main:574] : INFO : Epoch 1614 | loss: 0.0312458 | val_loss: 0.0312401 | Time: 2489.46 ms [2021-03-23 16:04:28 main:574] : INFO : Epoch 1615 | loss: 0.0312403 | val_loss: 0.0312389 | Time: 2462.78 ms [2021-03-23 16:04:30 main:574] : INFO : Epoch 1616 | loss: 0.0312399 | val_loss: 0.0312383 | Time: 2479.54 ms [2021-03-23 16:04:33 main:574] : INFO : Epoch 1617 | loss: 0.0312399 | val_loss: 0.0312382 | Time: 2376.8 ms [2021-03-23 16:04:35 main:574] : INFO : Epoch 1618 | loss: 0.0312398 | val_loss: 0.0312384 | Time: 2452.1 ms [2021-03-23 16:04:38 main:574] : INFO : Epoch 1619 | loss: 0.0312385 | val_loss: 0.0312395 | Time: 2444.29 ms [2021-03-23 16:04:40 main:574] : INFO : Epoch 1620 | loss: 0.0312418 | val_loss: 0.031242 | Time: 2447.95 ms [2021-03-23 16:04:43 main:574] : INFO : Epoch 1621 | loss: 0.0312406 | val_loss: 0.0312418 | Time: 2410.15 ms [2021-03-23 16:04:45 main:574] : INFO : Epoch 1622 | loss: 0.0312413 | val_loss: 0.0312387 | Time: 2383.47 ms [2021-03-23 16:04:48 main:574] : INFO : Epoch 1623 | loss: 0.0312387 | val_loss: 0.0312402 | Time: 2415.54 ms [2021-03-23 16:04:50 main:574] : INFO : Epoch 1624 | loss: 0.0312376 | val_loss: 0.0312375 | Time: 2452.05 ms [2021-03-23 16:04:52 main:574] : INFO : Epoch 1625 | loss: 0.0312384 | val_loss: 0.0312374 | Time: 2463.89 ms [2021-03-23 16:04:55 main:574] : INFO : Epoch 1626 | loss: 0.0312409 | val_loss: 0.0312409 | Time: 2435.45 ms [2021-03-23 16:04:57 main:574] : INFO : Epoch 1627 | loss: 0.0312413 | val_loss: 0.0312393 | Time: 2409.52 ms [2021-03-23 16:05:00 main:574] : INFO : Epoch 1628 | loss: 0.0312379 | val_loss: 0.0312371 | Time: 2411.45 ms [2021-03-23 16:05:02 main:574] : INFO : Epoch 1629 | loss: 0.0312383 | val_loss: 0.0312424 | Time: 2506.14 ms [2021-03-23 16:05:05 main:574] : INFO : Epoch 1630 | loss: 0.0312403 | val_loss: 0.0312437 | Time: 2499.85 ms [2021-03-23 16:05:07 main:574] : INFO : Epoch 1631 | loss: 0.0312395 | val_loss: 0.0312376 | Time: 2512.17 ms [2021-03-23 16:05:10 main:574] : INFO : Epoch 1632 | loss: 0.0312383 | val_loss: 0.0312379 | Time: 2455.77 ms [2021-03-23 16:05:12 main:574] : INFO : Epoch 1633 | loss: 0.0312381 | val_loss: 0.0312369 | Time: 2470.31 ms [2021-03-23 16:05:15 main:574] : INFO : Epoch 1634 | loss: 0.0312376 | val_loss: 0.03124 | Time: 2519.16 ms [2021-03-23 16:05:17 main:574] : INFO : Epoch 1635 | loss: 0.0312444 | val_loss: 0.0312382 | Time: 2461.03 ms [2021-03-23 16:05:20 main:574] : INFO : Epoch 1636 | loss: 0.0312397 | val_loss: 0.0312383 | Time: 2409.37 ms [2021-03-23 16:05:22 main:574] : INFO : Epoch 1637 | loss: 0.0312381 | val_loss: 0.0312389 | Time: 2408.86 ms [2021-03-23 16:05:25 main:574] : INFO : Epoch 1638 | loss: 0.0312392 | val_loss: 0.031249 | Time: 2469.82 ms [2021-03-23 16:05:27 main:574] : INFO : Epoch 1639 | loss: 0.0312393 | val_loss: 0.0312369 | Time: 2487.73 ms [2021-03-23 16:05:30 main:574] : INFO : Epoch 1640 | loss: 0.0312387 | val_loss: 0.031239 | Time: 2435.2 ms [2021-03-23 16:05:32 main:574] : INFO : Epoch 1641 | loss: 0.0312403 | val_loss: 0.0312461 | Time: 2483.24 ms [2021-03-23 16:05:35 main:574] : INFO : Epoch 1642 | loss: 0.0312395 | val_loss: 0.0312393 | Time: 2451.68 ms [2021-03-23 16:05:37 main:574] : INFO : Epoch 1643 | loss: 0.0312387 | val_loss: 0.0312361 | Time: 2439.11 ms [2021-03-23 16:05:39 main:574] : INFO : Epoch 1644 | loss: 0.031237 | val_loss: 0.0312408 | Time: 2459.62 ms [2021-03-23 16:05:42 main:574] : INFO : Epoch 1645 | loss: 0.0312387 | val_loss: 0.031236 | Time: 2467.79 ms [2021-03-23 16:05:44 main:574] : INFO : Epoch 1646 | loss: 0.0312376 | val_loss: 0.0312353 | Time: 2398.79 ms [2021-03-23 16:05:47 main:574] : INFO : Epoch 1647 | loss: 0.0312385 | val_loss: 0.0312354 | Time: 2489.77 ms [2021-03-23 16:05:49 main:574] : INFO : Epoch 1648 | loss: 0.0312375 | val_loss: 0.0312432 | Time: 2447.63 ms [2021-03-23 16:05:52 main:574] : INFO : Epoch 1649 | loss: 0.0312399 | val_loss: 0.0312382 | Time: 2435.18 ms [2021-03-23 16:05:54 main:574] : INFO : Epoch 1650 | loss: 0.0312398 | val_loss: 0.0312383 | Time: 2434.94 ms [2021-03-23 16:05:57 main:574] : INFO : Epoch 1651 | loss: 0.0312393 | val_loss: 0.0312404 | Time: 2435.85 ms [2021-03-23 16:05:59 main:574] : INFO : Epoch 1652 | loss: 0.0312376 | val_loss: 0.0312367 | Time: 2440.31 ms [2021-03-23 16:06:02 main:574] : INFO : Epoch 1653 | loss: 0.0312385 | val_loss: 0.0312355 | Time: 2429.49 ms [2021-03-23 16:06:04 main:574] : INFO : Epoch 1654 | loss: 0.0312379 | val_loss: 0.0312413 | Time: 2462.6 ms [2021-03-23 16:06:07 main:574] : INFO : Epoch 1655 | loss: 0.0312391 | val_loss: 0.0312372 | Time: 2433.8 ms [2021-03-23 16:06:09 main:574] : INFO : Epoch 1656 | loss: 0.0312367 | val_loss: 0.0312378 | Time: 2428.17 ms [2021-03-23 16:06:12 main:574] : INFO : Epoch 1657 | loss: 0.0312361 | val_loss: 0.0312345 | Time: 2486.16 ms [2021-03-23 16:06:14 main:574] : INFO : Epoch 1658 | loss: 0.03124 | val_loss: 0.0312348 | Time: 2527.44 ms [2021-03-23 16:06:17 main:574] : INFO : Epoch 1659 | loss: 0.0312378 | val_loss: 0.0312374 | Time: 2458.52 ms [2021-03-23 16:06:19 main:574] : INFO : Epoch 1660 | loss: 0.031238 | val_loss: 0.0312352 | Time: 2429.62 ms [2021-03-23 16:06:21 main:574] : INFO : Epoch 1661 | loss: 0.0312369 | val_loss: 0.031237 | Time: 2440.39 ms [2021-03-23 16:06:24 main:574] : INFO : Epoch 1662 | loss: 0.0312373 | val_loss: 0.0312401 | Time: 2441.22 ms [2021-03-23 16:06:26 main:574] : INFO : Epoch 1663 | loss: 0.0312387 | val_loss: 0.031237 | Time: 2460.48 ms [2021-03-23 16:06:29 main:574] : INFO : Epoch 1664 | loss: 0.0312377 | val_loss: 0.0312376 | Time: 2448.43 ms [2021-03-23 16:06:31 main:574] : INFO : Epoch 1665 | loss: 0.0312385 | val_loss: 0.0312369 | Time: 2473.74 ms [2021-03-23 16:06:34 main:574] : INFO : Epoch 1666 | loss: 0.0312375 | val_loss: 0.0312368 | Time: 2539.24 ms [2021-03-23 16:06:36 main:574] : INFO : Epoch 1667 | loss: 0.0312354 | val_loss: 0.0312333 | Time: 2469.19 ms [2021-03-23 16:06:39 main:574] : INFO : Epoch 1668 | loss: 0.0312354 | val_loss: 0.0312376 | Time: 2487.37 ms [2021-03-23 16:06:41 main:574] : INFO : Epoch 1669 | loss: 0.031238 | val_loss: 0.0312336 | Time: 2415.6 ms [2021-03-23 16:06:44 main:574] : INFO : Epoch 1670 | loss: 0.031238 | val_loss: 0.0312386 | Time: 2459.36 ms [2021-03-23 16:06:46 main:574] : INFO : Epoch 1671 | loss: 0.0312385 | val_loss: 0.031235 | Time: 2471.21 ms [2021-03-23 16:06:49 main:574] : INFO : Epoch 1672 | loss: 0.0312343 | val_loss: 0.0312318 | Time: 2454.97 ms [2021-03-23 16:06:51 main:574] : INFO : Epoch 1673 | loss: 0.0312381 | val_loss: 0.0312331 | Time: 2442.03 ms [2021-03-23 16:06:54 main:574] : INFO : Epoch 1674 | loss: 0.0312368 | val_loss: 0.0312331 | Time: 2431.77 ms [2021-03-23 16:06:56 main:574] : INFO : Epoch 1675 | loss: 0.0312342 | val_loss: 0.0312358 | Time: 2483.89 ms [2021-03-23 16:06:59 main:574] : INFO : Epoch 1676 | loss: 0.0312364 | val_loss: 0.0312408 | Time: 2455.49 ms [2021-03-23 16:07:01 main:574] : INFO : Epoch 1677 | loss: 0.0312381 | val_loss: 0.0312336 | Time: 2452.39 ms [2021-03-23 16:07:04 main:574] : INFO : Epoch 1678 | loss: 0.0312344 | val_loss: 0.0312319 | Time: 2457.79 ms [2021-03-23 16:07:06 main:574] : INFO : Epoch 1679 | loss: 0.0312356 | val_loss: 0.0312394 | Time: 2509.82 ms [2021-03-23 16:07:09 main:574] : INFO : Epoch 1680 | loss: 0.0312388 | val_loss: 0.0312359 | Time: 2570.47 ms [2021-03-23 16:07:11 main:574] : INFO : Epoch 1681 | loss: 0.0312341 | val_loss: 0.0312317 | Time: 2449.36 ms [2021-03-23 16:07:14 main:574] : INFO : Epoch 1682 | loss: 0.0312382 | val_loss: 0.0312349 | Time: 2496.08 ms [2021-03-23 16:07:16 main:574] : INFO : Epoch 1683 | loss: 0.0312347 | val_loss: 0.0312396 | Time: 2448.6 ms [2021-03-23 16:07:19 main:574] : INFO : Epoch 1684 | loss: 0.0312351 | val_loss: 0.0312311 | Time: 2526.12 ms [2021-03-23 16:07:21 main:574] : INFO : Epoch 1685 | loss: 0.031234 | val_loss: 0.0312362 | Time: 2497.12 ms [2021-03-23 16:07:24 main:574] : INFO : Epoch 1686 | loss: 0.0312332 | val_loss: 0.0312314 | Time: 2517.86 ms [2021-03-23 16:07:26 main:574] : INFO : Epoch 1687 | loss: 0.0312387 | val_loss: 0.0312381 | Time: 2333.9 ms [2021-03-23 16:07:29 main:574] : INFO : Epoch 1688 | loss: 0.0312362 | val_loss: 0.0312314 | Time: 2664.39 ms [2021-03-23 16:07:31 main:574] : INFO : Epoch 1689 | loss: 0.0312332 | val_loss: 0.0312354 | Time: 2454.92 ms [2021-03-23 16:07:34 main:574] : INFO : Epoch 1690 | loss: 0.0312378 | val_loss: 0.0312323 | Time: 2390.55 ms [2021-03-23 16:07:36 main:574] : INFO : Epoch 1691 | loss: 0.0312338 | val_loss: 0.0312326 | Time: 2381.01 ms [2021-03-23 16:07:38 main:574] : INFO : Epoch 1692 | loss: 0.0312342 | val_loss: 0.0312341 | Time: 2357.62 ms [2021-03-23 16:07:41 main:574] : INFO : Epoch 1693 | loss: 0.0312341 | val_loss: 0.0312355 | Time: 2329.85 ms [2021-03-23 16:07:43 main:574] : INFO : Epoch 1694 | loss: 0.0312333 | val_loss: 0.0312301 | Time: 2438.78 ms [2021-03-23 16:07:46 main:574] : INFO : Epoch 1695 | loss: 0.0312346 | val_loss: 0.0312324 | Time: 2439.31 ms [2021-03-23 16:07:48 main:574] : INFO : Epoch 1696 | loss: 0.0312338 | val_loss: 0.0312357 | Time: 2501.22 ms [2021-03-23 16:07:51 main:574] : INFO : Epoch 1697 | loss: 0.0312327 | val_loss: 0.0312306 | Time: 2484.48 ms [2021-03-23 16:07:53 main:574] : INFO : Epoch 1698 | loss: 0.0312316 | val_loss: 0.0312316 | Time: 2518.43 ms [2021-03-23 16:07:56 main:574] : INFO : Epoch 1699 | loss: 0.0312323 | val_loss: 0.0312299 | Time: 2434.98 ms [2021-03-23 16:07:58 main:574] : INFO : Epoch 1700 | loss: 0.0312336 | val_loss: 0.0312371 | Time: 2414.44 ms [2021-03-23 16:08:01 main:574] : INFO : Epoch 1701 | loss: 0.0312334 | val_loss: 0.0312329 | Time: 2479.18 ms [2021-03-23 16:08:03 main:574] : INFO : Epoch 1702 | loss: 0.0312386 | val_loss: 0.0312359 | Time: 2441.48 ms [2021-03-23 16:08:06 main:574] : INFO : Epoch 1703 | loss: 0.0312345 | val_loss: 0.0312381 | Time: 2509.8 ms [2021-03-23 16:08:08 main:574] : INFO : Epoch 1704 | loss: 0.0312349 | val_loss: 0.0312316 | Time: 2527.43 ms [2021-03-23 16:08:10 main:574] : INFO : Epoch 1705 | loss: 0.0312358 | val_loss: 0.0312332 | Time: 2355.41 ms [2021-03-23 16:08:13 main:574] : INFO : Epoch 1706 | loss: 0.0312327 | val_loss: 0.0312314 | Time: 2311.91 ms [2021-03-23 16:08:15 main:574] : INFO : Epoch 1707 | loss: 0.0312406 | val_loss: 0.0312329 | Time: 2321.53 ms [2021-03-23 16:08:18 main:574] : INFO : Epoch 1708 | loss: 0.0312401 | val_loss: 0.0312357 | Time: 2373.54 ms [2021-03-23 16:08:20 main:574] : INFO : Epoch 1709 | loss: 0.0312355 | val_loss: 0.0312335 | Time: 2373.79 ms [2021-03-23 16:08:22 main:574] : INFO : Epoch 1710 | loss: 0.0312328 | val_loss: 0.0312348 | Time: 2348.76 ms [2021-03-23 16:08:25 main:574] : INFO : Epoch 1711 | loss: 0.0312341 | val_loss: 0.0312307 | Time: 2328.87 ms [2021-03-23 16:08:27 main:574] : INFO : Epoch 1712 | loss: 0.0312325 | val_loss: 0.0312323 | Time: 2332.02 ms [2021-03-23 16:08:29 main:574] : INFO : Epoch 1713 | loss: 0.0312322 | val_loss: 0.03124 | Time: 2301.02 ms [2021-03-23 16:08:32 main:574] : INFO : Epoch 1714 | loss: 0.0312393 | val_loss: 0.0312373 | Time: 2352.67 ms [2021-03-23 16:08:34 main:574] : INFO : Epoch 1715 | loss: 0.0312347 | val_loss: 0.0312301 | Time: 2306.7 ms [2021-03-23 16:08:36 main:574] : INFO : Epoch 1716 | loss: 0.0312342 | val_loss: 0.0312391 | Time: 2316.23 ms [2021-03-23 16:08:39 main:574] : INFO : Epoch 1717 | loss: 0.0312334 | val_loss: 0.0312344 | Time: 2316.04 ms [2021-03-23 16:08:41 main:574] : INFO : Epoch 1718 | loss: 0.0312319 | val_loss: 0.0312288 | Time: 2324.48 ms [2021-03-23 16:08:43 main:574] : INFO : Epoch 1719 | loss: 0.0312329 | val_loss: 0.0312331 | Time: 2339.34 ms [2021-03-23 16:08:46 main:574] : INFO : Epoch 1720 | loss: 0.0312342 | val_loss: 0.0312366 | Time: 2290.56 ms [2021-03-23 16:08:48 main:574] : INFO : Epoch 1721 | loss: 0.0312343 | val_loss: 0.0312302 | Time: 2340.6 ms [2021-03-23 16:08:50 main:574] : INFO : Epoch 1722 | loss: 0.0312357 | val_loss: 0.0312366 | Time: 2335.68 ms [2021-03-23 16:08:53 main:574] : INFO : Epoch 1723 | loss: 0.031239 | val_loss: 0.0312347 | Time: 2314.65 ms [2021-03-23 16:08:55 main:574] : INFO : Epoch 1724 | loss: 0.0312365 | val_loss: 0.0312301 | Time: 2473.02 ms [2021-03-23 16:08:58 main:574] : INFO : Epoch 1725 | loss: 0.0312327 | val_loss: 0.0312306 | Time: 2388.2 ms [2021-03-23 16:09:00 main:574] : INFO : Epoch 1726 | loss: 0.0312312 | val_loss: 0.0312294 | Time: 2350.8 ms [2021-03-23 16:09:02 main:574] : INFO : Epoch 1727 | loss: 0.0312316 | val_loss: 0.0312289 | Time: 2352.95 ms [2021-03-23 16:09:05 main:574] : INFO : Epoch 1728 | loss: 0.0312326 | val_loss: 0.03124 | Time: 2456.83 ms [2021-03-23 16:09:07 main:574] : INFO : Epoch 1729 | loss: 0.0312328 | val_loss: 0.0312325 | Time: 2425.65 ms [2021-03-23 16:09:09 main:574] : INFO : Epoch 1730 | loss: 0.0312322 | val_loss: 0.0312291 | Time: 2298.24 ms [2021-03-23 16:09:12 main:574] : INFO : Epoch 1731 | loss: 0.0312351 | val_loss: 0.0312365 | Time: 2416.28 ms [2021-03-23 16:09:14 main:574] : INFO : Epoch 1732 | loss: 0.0312321 | val_loss: 0.0312329 | Time: 2407.97 ms [2021-03-23 16:09:17 main:574] : INFO : Epoch 1733 | loss: 0.0312313 | val_loss: 0.0312284 | Time: 2385 ms [2021-03-23 16:09:19 main:574] : INFO : Epoch 1734 | loss: 0.03123 | val_loss: 0.0312288 | Time: 2310.48 ms [2021-03-23 16:09:21 main:574] : INFO : Epoch 1735 | loss: 0.0312305 | val_loss: 0.0312289 | Time: 2391.72 ms [2021-03-23 16:09:24 main:574] : INFO : Epoch 1736 | loss: 0.0312309 | val_loss: 0.0312327 | Time: 2372.25 ms [2021-03-23 16:09:26 main:574] : INFO : Epoch 1737 | loss: 0.0312299 | val_loss: 0.03123 | Time: 2421.92 ms [2021-03-23 16:09:29 main:574] : INFO : Epoch 1738 | loss: 0.0312306 | val_loss: 0.0312282 | Time: 2423.02 ms [2021-03-23 16:09:31 main:574] : INFO : Epoch 1739 | loss: 0.0312303 | val_loss: 0.0312275 | Time: 2413.57 ms [2021-03-23 16:09:34 main:574] : INFO : Epoch 1740 | loss: 0.0312328 | val_loss: 0.0312293 | Time: 2323.86 ms [2021-03-23 16:09:36 main:574] : INFO : Epoch 1741 | loss: 0.0312299 | val_loss: 0.0312283 | Time: 2384.13 ms [2021-03-23 16:09:38 main:574] : INFO : Epoch 1742 | loss: 0.0312343 | val_loss: 0.0312391 | Time: 2455.14 ms [2021-03-23 16:09:41 main:574] : INFO : Epoch 1743 | loss: 0.0312348 | val_loss: 0.0312306 | Time: 2438.66 ms [2021-03-23 16:09:43 main:574] : INFO : Epoch 1744 | loss: 0.0312321 | val_loss: 0.0312294 | Time: 2438.79 ms [2021-03-23 16:09:46 main:574] : INFO : Epoch 1745 | loss: 0.0312317 | val_loss: 0.0312295 | Time: 2435.01 ms [2021-03-23 16:09:48 main:574] : INFO : Epoch 1746 | loss: 0.0312295 | val_loss: 0.0312277 | Time: 2350.49 ms [2021-03-23 16:09:50 main:574] : INFO : Epoch 1747 | loss: 0.0312303 | val_loss: 0.0312314 | Time: 2364.55 ms [2021-03-23 16:09:53 main:574] : INFO : Epoch 1748 | loss: 0.0312341 | val_loss: 0.0312302 | Time: 2416.34 ms [2021-03-23 16:09:55 main:574] : INFO : Epoch 1749 | loss: 0.0312318 | val_loss: 0.0312378 | Time: 2342.26 ms [2021-03-23 16:09:58 main:574] : INFO : Epoch 1750 | loss: 0.0312313 | val_loss: 0.0312304 | Time: 2345.07 ms [2021-03-23 16:10:00 main:574] : INFO : Epoch 1751 | loss: 0.0312349 | val_loss: 0.0312305 | Time: 2317.05 ms [2021-03-23 16:10:02 main:574] : INFO : Epoch 1752 | loss: 0.031231 | val_loss: 0.0312277 | Time: 2394.33 ms [2021-03-23 16:10:05 main:574] : INFO : Epoch 1753 | loss: 0.0312296 | val_loss: 0.0312286 | Time: 2442.32 ms [2021-03-23 16:10:07 main:574] : INFO : Epoch 1754 | loss: 0.0312325 | val_loss: 0.031232 | Time: 2318.13 ms [2021-03-23 16:10:10 main:574] : INFO : Epoch 1755 | loss: 0.0312306 | val_loss: 0.0312285 | Time: 2370.08 ms [2021-03-23 16:10:12 main:574] : INFO : Epoch 1756 | loss: 0.0312319 | val_loss: 0.0312283 | Time: 2428.9 ms [2021-03-23 16:10:14 main:574] : INFO : Epoch 1757 | loss: 0.0312304 | val_loss: 0.0312282 | Time: 2381.88 ms [2021-03-23 16:10:17 main:574] : INFO : Epoch 1758 | loss: 0.0312296 | val_loss: 0.0312314 | Time: 2369.35 ms [2021-03-23 16:10:19 main:574] : INFO : Epoch 1759 | loss: 0.031234 | val_loss: 0.0312373 | Time: 2325.29 ms [2021-03-23 16:10:21 main:574] : INFO : Epoch 1760 | loss: 0.0312319 | val_loss: 0.0312282 | Time: 2332.26 ms [2021-03-23 16:10:24 main:574] : INFO : Epoch 1761 | loss: 0.0312302 | val_loss: 0.0312282 | Time: 2346.9 ms [2021-03-23 16:10:26 main:574] : INFO : Epoch 1762 | loss: 0.031232 | val_loss: 0.0312276 | Time: 2367.06 ms [2021-03-23 16:10:29 main:574] : INFO : Epoch 1763 | loss: 0.0312283 | val_loss: 0.0312281 | Time: 2552.61 ms [2021-03-23 16:10:31 main:574] : INFO : Epoch 1764 | loss: 0.0312303 | val_loss: 0.0312268 | Time: 2425.37 ms [2021-03-23 16:10:34 main:574] : INFO : Epoch 1765 | loss: 0.0312287 | val_loss: 0.031226 | Time: 2480.43 ms [2021-03-23 16:10:36 main:574] : INFO : Epoch 1766 | loss: 0.0312311 | val_loss: 0.0312282 | Time: 2359.62 ms [2021-03-23 16:10:38 main:574] : INFO : Epoch 1767 | loss: 0.0312318 | val_loss: 0.0312352 | Time: 2363.97 ms [2021-03-23 16:10:41 main:574] : INFO : Epoch 1768 | loss: 0.0312311 | val_loss: 0.0312279 | Time: 2372.61 ms [2021-03-23 16:10:43 main:574] : INFO : Epoch 1769 | loss: 0.0312304 | val_loss: 0.0312289 | Time: 2319.04 ms [2021-03-23 16:10:46 main:574] : INFO : Epoch 1770 | loss: 0.0312306 | val_loss: 0.0312287 | Time: 2303.34 ms [2021-03-23 16:10:48 main:574] : INFO : Epoch 1771 | loss: 0.0312299 | val_loss: 0.0312284 | Time: 2358.28 ms [2021-03-23 16:10:50 main:574] : INFO : Epoch 1772 | loss: 0.031233 | val_loss: 0.0312306 | Time: 2362.43 ms [2021-03-23 16:10:53 main:574] : INFO : Epoch 1773 | loss: 0.0312298 | val_loss: 0.0312259 | Time: 2328.99 ms [2021-03-23 16:10:55 main:574] : INFO : Epoch 1774 | loss: 0.031231 | val_loss: 0.0312266 | Time: 2301.69 ms [2021-03-23 16:10:57 main:574] : INFO : Epoch 1775 | loss: 0.0312276 | val_loss: 0.03123 | Time: 2266.82 ms [2021-03-23 16:11:00 main:574] : INFO : Epoch 1776 | loss: 0.0312308 | val_loss: 0.0312271 | Time: 2365.33 ms [2021-03-23 16:11:02 main:574] : INFO : Epoch 1777 | loss: 0.0312329 | val_loss: 0.031228 | Time: 2361.66 ms [2021-03-23 16:11:04 main:574] : INFO : Epoch 1778 | loss: 0.0312303 | val_loss: 0.0312267 | Time: 2335.32 ms [2021-03-23 16:11:07 main:574] : INFO : Epoch 1779 | loss: 0.0312297 | val_loss: 0.0312386 | Time: 2371.38 ms [2021-03-23 16:11:09 main:574] : INFO : Epoch 1780 | loss: 0.0312344 | val_loss: 0.0312298 | Time: 2338.73 ms [2021-03-23 16:11:11 main:574] : INFO : Epoch 1781 | loss: 0.0312301 | val_loss: 0.0312277 | Time: 2320.44 ms [2021-03-23 16:11:14 main:574] : INFO : Epoch 1782 | loss: 0.0312301 | val_loss: 0.0312278 | Time: 2307.83 ms [2021-03-23 16:11:16 main:574] : INFO : Epoch 1783 | loss: 0.0312267 | val_loss: 0.0312255 | Time: 2342.62 ms [2021-03-23 16:11:18 main:574] : INFO : Epoch 1784 | loss: 0.0312317 | val_loss: 0.0312298 | Time: 2363.83 ms [2021-03-23 16:11:21 main:574] : INFO : Epoch 1785 | loss: 0.0312294 | val_loss: 0.0312254 | Time: 2376.42 ms [2021-03-23 16:11:23 main:574] : INFO : Epoch 1786 | loss: 0.0312296 | val_loss: 0.0312317 | Time: 2351.43 ms [2021-03-23 16:11:26 main:574] : INFO : Epoch 1787 | loss: 0.0312334 | val_loss: 0.0312309 | Time: 2324.81 ms [2021-03-23 16:11:28 main:574] : INFO : Epoch 1788 | loss: 0.0312292 | val_loss: 0.0312258 | Time: 2320.03 ms [2021-03-23 16:11:30 main:574] : INFO : Epoch 1789 | loss: 0.0312275 | val_loss: 0.0312281 | Time: 2273.9 ms [2021-03-23 16:11:33 main:574] : INFO : Epoch 1790 | loss: 0.0312332 | val_loss: 0.0312304 | Time: 2330.99 ms [2021-03-23 16:11:35 main:574] : INFO : Epoch 1791 | loss: 0.0312309 | val_loss: 0.0312257 | Time: 2400.43 ms [2021-03-23 16:11:37 main:574] : INFO : Epoch 1792 | loss: 0.0312322 | val_loss: 0.0312321 | Time: 2386.97 ms [2021-03-23 16:11:40 main:574] : INFO : Epoch 1793 | loss: 0.0312309 | val_loss: 0.0312303 | Time: 2363.29 ms [2021-03-23 16:11:42 main:574] : INFO : Epoch 1794 | loss: 0.0312283 | val_loss: 0.0312249 | Time: 2479.95 ms [2021-03-23 16:11:45 main:574] : INFO : Epoch 1795 | loss: 0.031229 | val_loss: 0.031235 | Time: 2420.44 ms [2021-03-23 16:11:47 main:574] : INFO : Epoch 1796 | loss: 0.0312319 | val_loss: 0.0312306 | Time: 2376.89 ms [2021-03-23 16:11:50 main:574] : INFO : Epoch 1797 | loss: 0.0312278 | val_loss: 0.0312253 | Time: 2433.4 ms [2021-03-23 16:11:52 main:574] : INFO : Epoch 1798 | loss: 0.0312281 | val_loss: 0.0312314 | Time: 2343.28 ms [2021-03-23 16:11:54 main:574] : INFO : Epoch 1799 | loss: 0.0312281 | val_loss: 0.0312265 | Time: 2470.22 ms [2021-03-23 16:11:57 main:574] : INFO : Epoch 1800 | loss: 0.0312284 | val_loss: 0.0312246 | Time: 2446.7 ms [2021-03-23 16:11:59 main:574] : INFO : Epoch 1801 | loss: 0.0312295 | val_loss: 0.0312278 | Time: 2446.7 ms [2021-03-23 16:12:02 main:574] : INFO : Epoch 1802 | loss: 0.0312284 | val_loss: 0.031226 | Time: 2363.95 ms [2021-03-23 16:12:04 main:574] : INFO : Epoch 1803 | loss: 0.031228 | val_loss: 0.031228 | Time: 2502.82 ms [2021-03-23 16:12:07 main:574] : INFO : Epoch 1804 | loss: 0.0312304 | val_loss: 0.0312307 | Time: 2350.75 ms [2021-03-23 16:12:09 main:574] : INFO : Epoch 1805 | loss: 0.0312331 | val_loss: 0.0312319 | Time: 2345.39 ms [2021-03-23 16:12:11 main:574] : INFO : Epoch 1806 | loss: 0.0312342 | val_loss: 0.0312288 | Time: 2373.83 ms [2021-03-23 16:12:14 main:574] : INFO : Epoch 1807 | loss: 0.0312308 | val_loss: 0.0312251 | Time: 2410.35 ms [2021-03-23 16:12:16 main:574] : INFO : Epoch 1808 | loss: 0.0312304 | val_loss: 0.0312321 | Time: 2351.7 ms [2021-03-23 16:12:18 main:574] : INFO : Epoch 1809 | loss: 0.0312296 | val_loss: 0.0312276 | Time: 2393.36 ms [2021-03-23 16:12:21 main:574] : INFO : Epoch 1810 | loss: 0.0312282 | val_loss: 0.0312263 | Time: 2345.79 ms [2021-03-23 16:12:23 main:574] : INFO : Epoch 1811 | loss: 0.0312276 | val_loss: 0.0312329 | Time: 2408.95 ms [2021-03-23 16:12:26 main:574] : INFO : Epoch 1812 | loss: 0.0312277 | val_loss: 0.0312242 | Time: 2357.51 ms [2021-03-23 16:12:28 main:574] : INFO : Epoch 1813 | loss: 0.0312267 | val_loss: 0.0312303 | Time: 2361.24 ms [2021-03-23 16:12:30 main:574] : INFO : Epoch 1814 | loss: 0.0312271 | val_loss: 0.0312251 | Time: 2318.74 ms [2021-03-23 16:12:33 main:574] : INFO : Epoch 1815 | loss: 0.0312285 | val_loss: 0.0312292 | Time: 2322.61 ms [2021-03-23 16:12:35 main:574] : INFO : Epoch 1816 | loss: 0.031235 | val_loss: 0.031228 | Time: 2357.94 ms [2021-03-23 16:12:37 main:574] : INFO : Epoch 1817 | loss: 0.0312302 | val_loss: 0.0312256 | Time: 2346.37 ms [2021-03-23 16:12:40 main:574] : INFO : Epoch 1818 | loss: 0.0312267 | val_loss: 0.0312255 | Time: 2375.61 ms [2021-03-23 16:12:42 main:574] : INFO : Epoch 1819 | loss: 0.0312331 | val_loss: 0.0312294 | Time: 2350.34 ms [2021-03-23 16:12:45 main:574] : INFO : Epoch 1820 | loss: 0.0312282 | val_loss: 0.0312247 | Time: 2316.62 ms [2021-03-23 16:12:47 main:574] : INFO : Epoch 1821 | loss: 0.0312276 | val_loss: 0.0312264 | Time: 2295.42 ms [2021-03-23 16:12:49 main:574] : INFO : Epoch 1822 | loss: 0.0312297 | val_loss: 0.0312307 | Time: 2342.44 ms [2021-03-23 16:12:52 main:574] : INFO : Epoch 1823 | loss: 0.0312309 | val_loss: 0.0312245 | Time: 2348.94 ms [2021-03-23 16:12:54 main:574] : INFO : Epoch 1824 | loss: 0.0312263 | val_loss: 0.0312251 | Time: 2379.44 ms [2021-03-23 16:12:56 main:574] : INFO : Epoch 1825 | loss: 0.0312256 | val_loss: 0.0312255 | Time: 2333.73 ms [2021-03-23 16:12:59 main:574] : INFO : Epoch 1826 | loss: 0.0312255 | val_loss: 0.0312231 | Time: 2470.86 ms [2021-03-23 16:13:01 main:574] : INFO : Epoch 1827 | loss: 0.0312248 | val_loss: 0.0312236 | Time: 2357.71 ms [2021-03-23 16:13:04 main:574] : INFO : Epoch 1828 | loss: 0.0312287 | val_loss: 0.0312259 | Time: 2313.68 ms [2021-03-23 16:13:06 main:574] : INFO : Epoch 1829 | loss: 0.0312295 | val_loss: 0.0312259 | Time: 2340.89 ms [2021-03-23 16:13:08 main:574] : INFO : Epoch 1830 | loss: 0.031226 | val_loss: 0.0312297 | Time: 2317.32 ms [2021-03-23 16:13:11 main:574] : INFO : Epoch 1831 | loss: 0.0312313 | val_loss: 0.0312284 | Time: 2343.28 ms [2021-03-23 16:13:13 main:574] : INFO : Epoch 1832 | loss: 0.0312269 | val_loss: 0.0312233 | Time: 2322.52 ms [2021-03-23 16:13:15 main:574] : INFO : Epoch 1833 | loss: 0.031227 | val_loss: 0.0312269 | Time: 2382.77 ms [2021-03-23 16:13:18 main:574] : INFO : Epoch 1834 | loss: 0.0312279 | val_loss: 0.0312259 | Time: 2369.74 ms [2021-03-23 16:13:20 main:574] : INFO : Epoch 1835 | loss: 0.0312252 | val_loss: 0.0312234 | Time: 2359.14 ms [2021-03-23 16:13:22 main:574] : INFO : Epoch 1836 | loss: 0.0312281 | val_loss: 0.0312243 | Time: 2371.1 ms [2021-03-23 16:13:25 main:574] : INFO : Epoch 1837 | loss: 0.031231 | val_loss: 0.031233 | Time: 2335.67 ms [2021-03-23 16:13:27 main:574] : INFO : Epoch 1838 | loss: 0.0312315 | val_loss: 0.0312304 | Time: 2387.17 ms [2021-03-23 16:13:30 main:574] : INFO : Epoch 1839 | loss: 0.0312247 | val_loss: 0.0312241 | Time: 2353.8 ms [2021-03-23 16:13:32 main:574] : INFO : Epoch 1840 | loss: 0.0312252 | val_loss: 0.0312308 | Time: 2328.98 ms [2021-03-23 16:13:34 main:574] : INFO : Epoch 1841 | loss: 0.0312321 | val_loss: 0.0312301 | Time: 2361.2 ms [2021-03-23 16:13:37 main:574] : INFO : Epoch 1842 | loss: 0.03123 | val_loss: 0.0312331 | Time: 2348.83 ms [2021-03-23 16:13:39 main:574] : INFO : Epoch 1843 | loss: 0.0312293 | val_loss: 0.0312248 | Time: 2365.01 ms [2021-03-23 16:13:41 main:574] : INFO : Epoch 1844 | loss: 0.0312266 | val_loss: 0.0312231 | Time: 2276.81 ms [2021-03-23 16:13:44 main:574] : INFO : Epoch 1845 | loss: 0.0312252 | val_loss: 0.0312428 | Time: 2362.38 ms [2021-03-23 16:13:46 main:574] : INFO : Epoch 1846 | loss: 0.031227 | val_loss: 0.0312224 | Time: 2387.79 ms [2021-03-23 16:13:48 main:574] : INFO : Epoch 1847 | loss: 0.031225 | val_loss: 0.0312292 | Time: 2337.27 ms [2021-03-23 16:13:51 main:574] : INFO : Epoch 1848 | loss: 0.0312291 | val_loss: 0.0312258 | Time: 2319.06 ms [2021-03-23 16:13:53 main:574] : INFO : Epoch 1849 | loss: 0.0312292 | val_loss: 0.0312369 | Time: 2263.08 ms [2021-03-23 16:13:55 main:574] : INFO : Epoch 1850 | loss: 0.0312284 | val_loss: 0.031227 | Time: 2288.44 ms [2021-03-23 16:13:58 main:574] : INFO : Epoch 1851 | loss: 0.0312273 | val_loss: 0.0312274 | Time: 2294.62 ms [2021-03-23 16:14:00 main:574] : INFO : Epoch 1852 | loss: 0.0312237 | val_loss: 0.0312226 | Time: 2327.62 ms [2021-03-23 16:14:02 main:574] : INFO : Epoch 1853 | loss: 0.0312314 | val_loss: 0.0312415 | Time: 2319.68 ms [2021-03-23 16:14:05 main:574] : INFO : Epoch 1854 | loss: 0.0312306 | val_loss: 0.0312241 | Time: 2331.19 ms [2021-03-23 16:14:07 main:574] : INFO : Epoch 1855 | loss: 0.0312267 | val_loss: 0.0312228 | Time: 2286.45 ms [2021-03-23 16:14:09 main:574] : INFO : Epoch 1856 | loss: 0.0312268 | val_loss: 0.0312329 | Time: 2291.05 ms [2021-03-23 16:14:12 main:574] : INFO : Epoch 1857 | loss: 0.0312264 | val_loss: 0.0312241 | Time: 2292.69 ms [2021-03-23 16:14:14 main:574] : INFO : Epoch 1858 | loss: 0.0312232 | val_loss: 0.0312238 | Time: 2303.44 ms [2021-03-23 16:14:16 main:574] : INFO : Epoch 1859 | loss: 0.0312259 | val_loss: 0.0312239 | Time: 2272.68 ms [2021-03-23 16:14:19 main:574] : INFO : Epoch 1860 | loss: 0.0312266 | val_loss: 0.031222 | Time: 2299.29 ms [2021-03-23 16:14:21 main:574] : INFO : Epoch 1861 | loss: 0.0312245 | val_loss: 0.031225 | Time: 2273.98 ms [2021-03-23 16:14:23 main:574] : INFO : Epoch 1862 | loss: 0.0312256 | val_loss: 0.0312224 | Time: 2360.89 ms [2021-03-23 16:14:26 main:574] : INFO : Epoch 1863 | loss: 0.0312256 | val_loss: 0.0312238 | Time: 2281.08 ms [2021-03-23 16:14:28 main:574] : INFO : Epoch 1864 | loss: 0.0312282 | val_loss: 0.0312289 | Time: 2317.92 ms [2021-03-23 16:14:30 main:574] : INFO : Epoch 1865 | loss: 0.0312245 | val_loss: 0.0312257 | Time: 2269.27 ms [2021-03-23 16:14:32 main:574] : INFO : Epoch 1866 | loss: 0.0312251 | val_loss: 0.0312279 | Time: 2308.16 ms [2021-03-23 16:14:35 main:574] : INFO : Epoch 1867 | loss: 0.0312236 | val_loss: 0.0312294 | Time: 2257.63 ms [2021-03-23 16:14:37 main:574] : INFO : Epoch 1868 | loss: 0.0312319 | val_loss: 0.031237 | Time: 2303.03 ms [2021-03-23 16:14:39 main:574] : INFO : Epoch 1869 | loss: 0.0312296 | val_loss: 0.0312347 | Time: 2333.9 ms [2021-03-23 16:14:42 main:574] : INFO : Epoch 1870 | loss: 0.0312267 | val_loss: 0.0312221 | Time: 2279.2 ms [2021-03-23 16:14:44 main:574] : INFO : Epoch 1871 | loss: 0.0312266 | val_loss: 0.0312242 | Time: 2366.23 ms [2021-03-23 16:14:46 main:574] : INFO : Epoch 1872 | loss: 0.0312247 | val_loss: 0.0312211 | Time: 2240.29 ms [2021-03-23 16:14:49 main:574] : INFO : Epoch 1873 | loss: 0.0312244 | val_loss: 0.0312225 | Time: 2306.35 ms [2021-03-23 16:14:51 main:574] : INFO : Epoch 1874 | loss: 0.031228 | val_loss: 0.031231 | Time: 2315.31 ms [2021-03-23 16:14:53 main:574] : INFO : Epoch 1875 | loss: 0.0312295 | val_loss: 0.0312303 | Time: 2325.26 ms [2021-03-23 16:14:56 main:574] : INFO : Epoch 1876 | loss: 0.03123 | val_loss: 0.0312337 | Time: 2275.34 ms [2021-03-23 16:14:58 main:574] : INFO : Epoch 1877 | loss: 0.0312303 | val_loss: 0.0312256 | Time: 2339.13 ms [2021-03-23 16:15:00 main:574] : INFO : Epoch 1878 | loss: 0.0312244 | val_loss: 0.0312217 | Time: 2351.24 ms [2021-03-23 16:15:03 main:574] : INFO : Epoch 1879 | loss: 0.0312228 | val_loss: 0.0312206 | Time: 2341.03 ms [2021-03-23 16:15:05 main:574] : INFO : Epoch 1880 | loss: 0.0312247 | val_loss: 0.0312307 | Time: 2285.39 ms [2021-03-23 16:15:07 main:574] : INFO : Epoch 1881 | loss: 0.0312264 | val_loss: 0.0312229 | Time: 2318.38 ms [2021-03-23 16:15:10 main:574] : INFO : Epoch 1882 | loss: 0.0312228 | val_loss: 0.0312206 | Time: 2324.27 ms [2021-03-23 16:15:12 main:574] : INFO : Epoch 1883 | loss: 0.0312245 | val_loss: 0.0312277 | Time: 2307.78 ms [2021-03-23 16:15:14 main:574] : INFO : Epoch 1884 | loss: 0.0312247 | val_loss: 0.0312208 | Time: 2303.05 ms [2021-03-23 16:15:17 main:574] : INFO : Epoch 1885 | loss: 0.0312219 | val_loss: 0.0312229 | Time: 2279.86 ms [2021-03-23 16:15:19 main:574] : INFO : Epoch 1886 | loss: 0.0312222 | val_loss: 0.0312225 | Time: 2333.34 ms [2021-03-23 16:15:21 main:574] : INFO : Epoch 1887 | loss: 0.0312234 | val_loss: 0.0312285 | Time: 2290 ms [2021-03-23 16:15:24 main:574] : INFO : Epoch 1888 | loss: 0.031224 | val_loss: 0.0312206 | Time: 2311.55 ms [2021-03-23 16:15:26 main:574] : INFO : Epoch 1889 | loss: 0.0312237 | val_loss: 0.0312208 | Time: 2346.05 ms [2021-03-23 16:15:28 main:574] : INFO : Epoch 1890 | loss: 0.0312253 | val_loss: 0.0312347 | Time: 2319.31 ms [2021-03-23 16:15:31 main:574] : INFO : Epoch 1891 | loss: 0.0312255 | val_loss: 0.0312209 | Time: 2289.03 ms [2021-03-23 16:15:33 main:574] : INFO : Epoch 1892 | loss: 0.0312214 | val_loss: 0.03122 | Time: 2312.2 ms [2021-03-23 16:15:35 main:574] : INFO : Epoch 1893 | loss: 0.0312242 | val_loss: 0.0312204 | Time: 2257.94 ms [2021-03-23 16:15:37 main:574] : INFO : Epoch 1894 | loss: 0.0312232 | val_loss: 0.0312199 | Time: 2308.45 ms [2021-03-23 16:15:40 main:574] : INFO : Epoch 1895 | loss: 0.0312212 | val_loss: 0.0312216 | Time: 2293.44 ms [2021-03-23 16:15:42 main:574] : INFO : Epoch 1896 | loss: 0.0312273 | val_loss: 0.0312284 | Time: 2263.06 ms [2021-03-23 16:15:44 main:574] : INFO : Epoch 1897 | loss: 0.0312241 | val_loss: 0.0312206 | Time: 2308.42 ms [2021-03-23 16:15:47 main:574] : INFO : Epoch 1898 | loss: 0.0312257 | val_loss: 0.0312237 | Time: 2310.4 ms [2021-03-23 16:15:49 main:574] : INFO : Epoch 1899 | loss: 0.031224 | val_loss: 0.0312259 | Time: 2311.4 ms [2021-03-23 16:15:51 main:574] : INFO : Epoch 1900 | loss: 0.0312244 | val_loss: 0.0312241 | Time: 2301.21 ms [2021-03-23 16:15:54 main:574] : INFO : Epoch 1901 | loss: 0.0312265 | val_loss: 0.0312222 | Time: 2301.85 ms [2021-03-23 16:15:56 main:574] : INFO : Epoch 1902 | loss: 0.0312222 | val_loss: 0.0312203 | Time: 2368.78 ms [2021-03-23 16:15:58 main:574] : INFO : Epoch 1903 | loss: 0.0312259 | val_loss: 0.0312288 | Time: 2338.53 ms [2021-03-23 16:16:01 main:574] : INFO : Epoch 1904 | loss: 0.0312232 | val_loss: 0.0312204 | Time: 2276.91 ms [2021-03-23 16:16:03 main:574] : INFO : Epoch 1905 | loss: 0.0312214 | val_loss: 0.0312226 | Time: 2260.87 ms [2021-03-23 16:16:05 main:574] : INFO : Epoch 1906 | loss: 0.0312229 | val_loss: 0.0312206 | Time: 2320.52 ms [2021-03-23 16:16:08 main:574] : INFO : Epoch 1907 | loss: 0.0312228 | val_loss: 0.0312339 | Time: 2298.03 ms [2021-03-23 16:16:10 main:574] : INFO : Epoch 1908 | loss: 0.031224 | val_loss: 0.0312328 | Time: 2267.28 ms [2021-03-23 16:16:12 main:574] : INFO : Epoch 1909 | loss: 0.0312264 | val_loss: 0.0312273 | Time: 2307.53 ms [2021-03-23 16:16:15 main:574] : INFO : Epoch 1910 | loss: 0.0312242 | val_loss: 0.0312195 | Time: 2279.13 ms [2021-03-23 16:16:17 main:574] : INFO : Epoch 1911 | loss: 0.0312221 | val_loss: 0.0312193 | Time: 2335.54 ms [2021-03-23 16:16:19 main:574] : INFO : Epoch 1912 | loss: 0.0312241 | val_loss: 0.0312216 | Time: 2364.68 ms [2021-03-23 16:16:22 main:574] : INFO : Epoch 1913 | loss: 0.0312216 | val_loss: 0.031219 | Time: 2303.79 ms [2021-03-23 16:16:24 main:574] : INFO : Epoch 1914 | loss: 0.0312198 | val_loss: 0.0312204 | Time: 2317.17 ms [2021-03-23 16:16:26 main:574] : INFO : Epoch 1915 | loss: 0.0312197 | val_loss: 0.0312197 | Time: 2323.5 ms [2021-03-23 16:16:29 main:574] : INFO : Epoch 1916 | loss: 0.0312255 | val_loss: 0.0312332 | Time: 2344.13 ms [2021-03-23 16:16:31 main:574] : INFO : Epoch 1917 | loss: 0.0312282 | val_loss: 0.0312237 | Time: 2377.65 ms [2021-03-23 16:16:33 main:574] : INFO : Epoch 1918 | loss: 0.0312225 | val_loss: 0.0312263 | Time: 2389.46 ms [2021-03-23 16:16:36 main:574] : INFO : Epoch 1919 | loss: 0.0312262 | val_loss: 0.0312251 | Time: 2317.91 ms [2021-03-23 16:16:38 main:574] : INFO : Epoch 1920 | loss: 0.0312249 | val_loss: 0.0312237 | Time: 2323.15 ms [2021-03-23 16:16:40 main:574] : INFO : Epoch 1921 | loss: 0.031223 | val_loss: 0.0312194 | Time: 2325.15 ms [2021-03-23 16:16:43 main:574] : INFO : Epoch 1922 | loss: 0.0312203 | val_loss: 0.0312195 | Time: 2344.46 ms [2021-03-23 16:16:45 main:574] : INFO : Epoch 1923 | loss: 0.0312213 | val_loss: 0.0312199 | Time: 2381.14 ms [2021-03-23 16:16:48 main:574] : INFO : Epoch 1924 | loss: 0.0312223 | val_loss: 0.0312312 | Time: 2313.69 ms [2021-03-23 16:16:50 main:574] : INFO : Epoch 1925 | loss: 0.0312268 | val_loss: 0.0312378 | Time: 2338.29 ms [2021-03-23 16:16:52 main:574] : INFO : Epoch 1926 | loss: 0.0312271 | val_loss: 0.0312277 | Time: 2377.1 ms [2021-03-23 16:16:55 main:574] : INFO : Epoch 1927 | loss: 0.0312226 | val_loss: 0.0312202 | Time: 2304.7 ms [2021-03-23 16:16:57 main:574] : INFO : Epoch 1928 | loss: 0.0312253 | val_loss: 0.0312315 | Time: 2300.86 ms [2021-03-23 16:16:59 main:574] : INFO : Epoch 1929 | loss: 0.0312233 | val_loss: 0.0312189 | Time: 2298.18 ms [2021-03-23 16:17:02 main:574] : INFO : Epoch 1930 | loss: 0.0312205 | val_loss: 0.0312213 | Time: 2321.85 ms [2021-03-23 16:17:04 main:574] : INFO : Epoch 1931 | loss: 0.0312251 | val_loss: 0.0312248 | Time: 2333.74 ms [2021-03-23 16:17:06 main:574] : INFO : Epoch 1932 | loss: 0.0312227 | val_loss: 0.031223 | Time: 2319.66 ms [2021-03-23 16:17:09 main:574] : INFO : Epoch 1933 | loss: 0.0312205 | val_loss: 0.0312192 | Time: 2309.85 ms [2021-03-23 16:17:11 main:574] : INFO : Epoch 1934 | loss: 0.0312232 | val_loss: 0.0312221 | Time: 2342.92 ms [2021-03-23 16:17:13 main:574] : INFO : Epoch 1935 | loss: 0.0312199 | val_loss: 0.0312266 | Time: 2330.03 ms [2021-03-23 16:17:16 main:574] : INFO : Epoch 1936 | loss: 0.0312223 | val_loss: 0.031235 | Time: 2295.96 ms [2021-03-23 16:17:18 main:574] : INFO : Epoch 1937 | loss: 0.0312251 | val_loss: 0.03122 | Time: 2302.28 ms [2021-03-23 16:17:20 main:574] : INFO : Epoch 1938 | loss: 0.0312204 | val_loss: 0.0312179 | Time: 2349.83 ms [2021-03-23 16:17:23 main:574] : INFO : Epoch 1939 | loss: 0.0312197 | val_loss: 0.0312176 | Time: 2322.76 ms [2021-03-23 16:17:25 main:574] : INFO : Epoch 1940 | loss: 0.0312188 | val_loss: 0.0312199 | Time: 2347.64 ms [2021-03-23 16:17:27 main:574] : INFO : Epoch 1941 | loss: 0.0312238 | val_loss: 0.0312369 | Time: 2306.79 ms [2021-03-23 16:17:30 main:574] : INFO : Epoch 1942 | loss: 0.0312272 | val_loss: 0.0312322 | Time: 2340.3 ms [2021-03-23 16:17:32 main:574] : INFO : Epoch 1943 | loss: 0.0312273 | val_loss: 0.0312311 | Time: 2346.38 ms [2021-03-23 16:17:34 main:574] : INFO : Epoch 1944 | loss: 0.0312251 | val_loss: 0.031223 | Time: 2338.42 ms [2021-03-23 16:17:37 main:574] : INFO : Epoch 1945 | loss: 0.0312205 | val_loss: 0.0312206 | Time: 2337.87 ms [2021-03-23 16:17:39 main:574] : INFO : Epoch 1946 | loss: 0.0312205 | val_loss: 0.0312193 | Time: 2344.4 ms [2021-03-23 16:17:41 main:574] : INFO : Epoch 1947 | loss: 0.0312213 | val_loss: 0.0312185 | Time: 2318.7 ms [2021-03-23 16:17:44 main:574] : INFO : Epoch 1948 | loss: 0.0312205 | val_loss: 0.0312268 | Time: 2331.17 ms [2021-03-23 16:17:46 main:574] : INFO : Epoch 1949 | loss: 0.031223 | val_loss: 0.0312219 | Time: 2348.35 ms [2021-03-23 16:17:48 main:574] : INFO : Epoch 1950 | loss: 0.031224 | val_loss: 0.0312263 | Time: 2316.81 ms [2021-03-23 16:17:51 main:574] : INFO : Epoch 1951 | loss: 0.0312217 | val_loss: 0.0312222 | Time: 2342.28 ms [2021-03-23 16:17:53 main:574] : INFO : Epoch 1952 | loss: 0.0312223 | val_loss: 0.0312284 | Time: 2326.63 ms [2021-03-23 16:17:55 main:574] : INFO : Epoch 1953 | loss: 0.0312276 | val_loss: 0.0312234 | Time: 2326.34 ms [2021-03-23 16:17:58 main:574] : INFO : Epoch 1954 | loss: 0.0312253 | val_loss: 0.031225 | Time: 2354.8 ms [2021-03-23 16:18:00 main:574] : INFO : Epoch 1955 | loss: 0.031221 | val_loss: 0.0312192 | Time: 2334.69 ms [2021-03-23 16:18:02 main:574] : INFO : Epoch 1956 | loss: 0.0312211 | val_loss: 0.0312248 | Time: 2310.78 ms [2021-03-23 16:18:05 main:574] : INFO : Epoch 1957 | loss: 0.0312227 | val_loss: 0.0312306 | Time: 2367.77 ms [2021-03-23 16:18:07 main:574] : INFO : Epoch 1958 | loss: 0.0312269 | val_loss: 0.0312219 | Time: 2365.33 ms [2021-03-23 16:18:10 main:574] : INFO : Epoch 1959 | loss: 0.0312214 | val_loss: 0.0312196 | Time: 2322.65 ms [2021-03-23 16:18:12 main:574] : INFO : Epoch 1960 | loss: 0.0312202 | val_loss: 0.0312179 | Time: 2279.83 ms [2021-03-23 16:18:14 main:574] : INFO : Epoch 1961 | loss: 0.0312203 | val_loss: 0.0312235 | Time: 2344.61 ms [2021-03-23 16:18:17 main:574] : INFO : Epoch 1962 | loss: 0.0312203 | val_loss: 0.03122 | Time: 2366.42 ms [2021-03-23 16:18:19 main:574] : INFO : Epoch 1963 | loss: 0.0312213 | val_loss: 0.0312229 | Time: 2311.08 ms [2021-03-23 16:18:21 main:574] : INFO : Epoch 1964 | loss: 0.0312238 | val_loss: 0.0312214 | Time: 2370.04 ms [2021-03-23 16:18:24 main:574] : INFO : Epoch 1965 | loss: 0.0312239 | val_loss: 0.0312275 | Time: 2327.71 ms [2021-03-23 16:18:26 main:574] : INFO : Epoch 1966 | loss: 0.0312226 | val_loss: 0.0312199 | Time: 2338.5 ms [2021-03-23 16:18:28 main:574] : INFO : Epoch 1967 | loss: 0.03122 | val_loss: 0.0312177 | Time: 2371.31 ms [2021-03-23 16:18:31 main:574] : INFO : Epoch 1968 | loss: 0.0312182 | val_loss: 0.0312215 | Time: 2370.21 ms [2021-03-23 16:18:33 main:574] : INFO : Epoch 1969 | loss: 0.0312207 | val_loss: 0.0312178 | Time: 2400.83 ms [2021-03-23 16:18:36 main:574] : INFO : Epoch 1970 | loss: 0.0312222 | val_loss: 0.0312186 | Time: 2367.51 ms [2021-03-23 16:18:38 main:574] : INFO : Epoch 1971 | loss: 0.031219 | val_loss: 0.0312209 | Time: 2339.33 ms [2021-03-23 16:18:40 main:574] : INFO : Epoch 1972 | loss: 0.031219 | val_loss: 0.031221 | Time: 2437.86 ms [2021-03-23 16:18:43 main:574] : INFO : Epoch 1973 | loss: 0.0312259 | val_loss: 0.0312307 | Time: 2405.21 ms [2021-03-23 16:18:45 main:574] : INFO : Epoch 1974 | loss: 0.0312242 | val_loss: 0.0312227 | Time: 2356.57 ms [2021-03-23 16:18:48 main:574] : INFO : Epoch 1975 | loss: 0.0312214 | val_loss: 0.0312189 | Time: 2362.39 ms [2021-03-23 16:18:50 main:574] : INFO : Epoch 1976 | loss: 0.0312193 | val_loss: 0.0312167 | Time: 2372.2 ms [2021-03-23 16:18:52 main:574] : INFO : Epoch 1977 | loss: 0.0312208 | val_loss: 0.0312183 | Time: 2364.43 ms [2021-03-23 16:18:55 main:574] : INFO : Epoch 1978 | loss: 0.0312212 | val_loss: 0.0312183 | Time: 2323.4 ms [2021-03-23 16:18:57 main:574] : INFO : Epoch 1979 | loss: 0.0312203 | val_loss: 0.0312221 | Time: 2311.79 ms [2021-03-23 16:18:59 main:574] : INFO : Epoch 1980 | loss: 0.0312204 | val_loss: 0.0312166 | Time: 2409.97 ms [2021-03-23 16:19:02 main:574] : INFO : Epoch 1981 | loss: 0.0312193 | val_loss: 0.0312174 | Time: 2363.65 ms [2021-03-23 16:19:04 main:574] : INFO : Epoch 1982 | loss: 0.0312211 | val_loss: 0.0312168 | Time: 2309.58 ms [2021-03-23 16:19:07 main:574] : INFO : Epoch 1983 | loss: 0.0312191 | val_loss: 0.0312166 | Time: 2363.3 ms [2021-03-23 16:19:09 main:574] : INFO : Epoch 1984 | loss: 0.0312195 | val_loss: 0.0312167 | Time: 2386.4 ms [2021-03-23 16:19:11 main:574] : INFO : Epoch 1985 | loss: 0.0312196 | val_loss: 0.03122 | Time: 2338.78 ms [2021-03-23 16:19:14 main:574] : INFO : Epoch 1986 | loss: 0.0312239 | val_loss: 0.0312205 | Time: 2395.54 ms [2021-03-23 16:19:16 main:574] : INFO : Epoch 1987 | loss: 0.0312195 | val_loss: 0.0312239 | Time: 2337.5 ms [2021-03-23 16:19:18 main:574] : INFO : Epoch 1988 | loss: 0.031219 | val_loss: 0.0312166 | Time: 2381.7 ms [2021-03-23 16:19:21 main:574] : INFO : Epoch 1989 | loss: 0.0312183 | val_loss: 0.0312162 | Time: 2355.41 ms [2021-03-23 16:19:23 main:574] : INFO : Epoch 1990 | loss: 0.0312186 | val_loss: 0.0312234 | Time: 2326.36 ms [2021-03-23 16:19:26 main:574] : INFO : Epoch 1991 | loss: 0.0312203 | val_loss: 0.0312207 | Time: 2336.03 ms [2021-03-23 16:19:28 main:574] : INFO : Epoch 1992 | loss: 0.031219 | val_loss: 0.0312231 | Time: 2365.89 ms [2021-03-23 16:19:30 main:574] : INFO : Epoch 1993 | loss: 0.0312203 | val_loss: 0.0312181 | Time: 2391.45 ms [2021-03-23 16:19:33 main:574] : INFO : Epoch 1994 | loss: 0.0312219 | val_loss: 0.0312211 | Time: 2362.78 ms [2021-03-23 16:19:35 main:574] : INFO : Epoch 1995 | loss: 0.0312205 | val_loss: 0.0312187 | Time: 2380.95 ms [2021-03-23 16:19:37 main:574] : INFO : Epoch 1996 | loss: 0.0312193 | val_loss: 0.0312246 | Time: 2370.54 ms [2021-03-23 16:19:40 main:574] : INFO : Epoch 1997 | loss: 0.03122 | val_loss: 0.0312186 | Time: 2352.13 ms [2021-03-23 16:19:42 main:574] : INFO : Epoch 1998 | loss: 0.0312179 | val_loss: 0.0312179 | Time: 2371.43 ms [2021-03-23 16:19:45 main:574] : INFO : Epoch 1999 | loss: 0.0312206 | val_loss: 0.0312237 | Time: 2358.78 ms [2021-03-23 16:19:47 main:574] : INFO : Epoch 2000 | loss: 0.0312239 | val_loss: 0.0312241 | Time: 2362.58 ms [2021-03-23 16:19:50 main:574] : INFO : Epoch 2001 | loss: 0.0312255 | val_loss: 0.0312204 | Time: 2565.71 ms [2021-03-23 16:19:52 main:574] : INFO : Epoch 2002 | loss: 0.0312185 | val_loss: 0.0312181 | Time: 2525.45 ms [2021-03-23 16:19:55 main:574] : INFO : Epoch 2003 | loss: 0.0312208 | val_loss: 0.0312275 | Time: 2394.95 ms [2021-03-23 16:19:57 main:574] : INFO : Epoch 2004 | loss: 0.0312237 | val_loss: 0.0312214 | Time: 2368.2 ms [2021-03-23 16:19:59 main:574] : INFO : Epoch 2005 | loss: 0.0312202 | val_loss: 0.0312205 | Time: 2372.66 ms [2021-03-23 16:20:02 main:574] : INFO : Epoch 2006 | loss: 0.0312194 | val_loss: 0.0312172 | Time: 2327.36 ms [2021-03-23 16:20:04 main:574] : INFO : Epoch 2007 | loss: 0.0312222 | val_loss: 0.0312216 | Time: 2337.4 ms [2021-03-23 16:20:06 main:574] : INFO : Epoch 2008 | loss: 0.0312208 | val_loss: 0.0312174 | Time: 2392.34 ms [2021-03-23 16:20:09 main:574] : INFO : Epoch 2009 | loss: 0.0312187 | val_loss: 0.0312161 | Time: 2328.85 ms [2021-03-23 16:20:11 main:574] : INFO : Epoch 2010 | loss: 0.0312183 | val_loss: 0.0312198 | Time: 2351.65 ms [2021-03-23 16:20:13 main:574] : INFO : Epoch 2011 | loss: 0.0312198 | val_loss: 0.0312179 | Time: 2378.16 ms [2021-03-23 16:20:16 main:574] : INFO : Epoch 2012 | loss: 0.0312187 | val_loss: 0.031216 | Time: 2378.27 ms [2021-03-23 16:20:18 main:574] : INFO : Epoch 2013 | loss: 0.0312173 | val_loss: 0.0312154 | Time: 2386.58 ms [2021-03-23 16:20:21 main:574] : INFO : Epoch 2014 | loss: 0.0312171 | val_loss: 0.0312158 | Time: 2346.07 ms [2021-03-23 16:20:23 main:574] : INFO : Epoch 2015 | loss: 0.0312188 | val_loss: 0.0312172 | Time: 2312.4 ms [2021-03-23 16:20:25 main:574] : INFO : Epoch 2016 | loss: 0.0312218 | val_loss: 0.0312227 | Time: 2361.81 ms [2021-03-23 16:20:28 main:574] : INFO : Epoch 2017 | loss: 0.031221 | val_loss: 0.0312193 | Time: 2340.3 ms [2021-03-23 16:20:30 main:574] : INFO : Epoch 2018 | loss: 0.0312177 | val_loss: 0.0312159 | Time: 2356.87 ms [2021-03-23 16:20:32 main:574] : INFO : Epoch 2019 | loss: 0.031219 | val_loss: 0.0312176 | Time: 2335 ms [2021-03-23 16:20:35 main:574] : INFO : Epoch 2020 | loss: 0.0312175 | val_loss: 0.0312152 | Time: 2301.63 ms [2021-03-23 16:20:37 main:574] : INFO : Epoch 2021 | loss: 0.0312183 | val_loss: 0.031217 | Time: 2332.85 ms [2021-03-23 16:20:39 main:574] : INFO : Epoch 2022 | loss: 0.0312181 | val_loss: 0.0312166 | Time: 2333.7 ms [2021-03-23 16:20:42 main:574] : INFO : Epoch 2023 | loss: 0.0312212 | val_loss: 0.0312208 | Time: 2372.12 ms [2021-03-23 16:20:44 main:574] : INFO : Epoch 2024 | loss: 0.0312264 | val_loss: 0.0312282 | Time: 2297.86 ms [2021-03-23 16:20:46 main:574] : INFO : Epoch 2025 | loss: 0.0312235 | val_loss: 0.0312229 | Time: 2344.67 ms [2021-03-23 16:20:49 main:574] : INFO : Epoch 2026 | loss: 0.0312205 | val_loss: 0.031219 | Time: 2512.48 ms [2021-03-23 16:20:51 main:574] : INFO : Epoch 2027 | loss: 0.0312194 | val_loss: 0.0312176 | Time: 2420.88 ms [2021-03-23 16:20:54 main:574] : INFO : Epoch 2028 | loss: 0.0312175 | val_loss: 0.0312184 | Time: 2398.77 ms [2021-03-23 16:20:56 main:574] : INFO : Epoch 2029 | loss: 0.031217 | val_loss: 0.0312184 | Time: 2325.43 ms [2021-03-23 16:20:59 main:574] : INFO : Epoch 2030 | loss: 0.0312202 | val_loss: 0.0312165 | Time: 2365.85 ms [2021-03-23 16:21:01 main:574] : INFO : Epoch 2031 | loss: 0.0312205 | val_loss: 0.0312184 | Time: 2307.86 ms [2021-03-23 16:21:03 main:574] : INFO : Epoch 2032 | loss: 0.0312292 | val_loss: 0.0312214 | Time: 2361.52 ms [2021-03-23 16:21:06 main:574] : INFO : Epoch 2033 | loss: 0.0312201 | val_loss: 0.0312184 | Time: 2376.6 ms [2021-03-23 16:21:08 main:574] : INFO : Epoch 2034 | loss: 0.0312187 | val_loss: 0.031218 | Time: 2400.93 ms [2021-03-23 16:21:11 main:574] : INFO : Epoch 2035 | loss: 0.031218 | val_loss: 0.0312196 | Time: 2403.15 ms [2021-03-23 16:21:13 main:574] : INFO : Epoch 2036 | loss: 0.0312176 | val_loss: 0.0312198 | Time: 2296.79 ms [2021-03-23 16:21:15 main:574] : INFO : Epoch 2037 | loss: 0.0312203 | val_loss: 0.0312185 | Time: 2377.08 ms [2021-03-23 16:21:18 main:574] : INFO : Epoch 2038 | loss: 0.0312209 | val_loss: 0.031217 | Time: 2355.99 ms [2021-03-23 16:21:20 main:574] : INFO : Epoch 2039 | loss: 0.031217 | val_loss: 0.0312157 | Time: 2373.09 ms [2021-03-23 16:21:22 main:574] : INFO : Epoch 2040 | loss: 0.0312168 | val_loss: 0.0312155 | Time: 2374.32 ms [2021-03-23 16:21:25 main:574] : INFO : Epoch 2041 | loss: 0.0312167 | val_loss: 0.0312172 | Time: 2386.54 ms [2021-03-23 16:21:27 main:574] : INFO : Epoch 2042 | loss: 0.031216 | val_loss: 0.0312243 | Time: 2461.42 ms [2021-03-23 16:21:30 main:574] : INFO : Epoch 2043 | loss: 0.031219 | val_loss: 0.0312157 | Time: 2445.06 ms [2021-03-23 16:21:32 main:574] : INFO : Epoch 2044 | loss: 0.0312179 | val_loss: 0.0312278 | Time: 2322 ms [2021-03-23 16:21:34 main:574] : INFO : Epoch 2045 | loss: 0.0312196 | val_loss: 0.0312164 | Time: 2371.41 ms [2021-03-23 16:21:37 main:574] : INFO : Epoch 2046 | loss: 0.0312167 | val_loss: 0.0312174 | Time: 2380.58 ms [2021-03-23 16:21:39 main:574] : INFO : Epoch 2047 | loss: 0.0312176 | val_loss: 0.0312197 | Time: 2423.55 ms [2021-03-23 16:21:42 main:574] : INFO : Epoch 2048 | loss: 0.03122 | val_loss: 0.0312235 | Time: 2351.24 ms [2021-03-23 16:21:42 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312235 [2021-03-23 16:21:42 main:603] : INFO : Saving end state to config to file [2021-03-23 16:21:42 main:608] : INFO : Success, exiting.. 16:21:42 (6744): 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)