Task 14481159
| Name | ParityModified-1647049450-10154-3-0_0 |
| Workunit | 11522169 |
| Created | 6 Apr 2022, 18:27:09 UTC |
| Sent | 11 Apr 2022, 5:25:57 UTC |
| Report deadline | 19 Apr 2022, 5:25:57 UTC |
| Received | 11 Apr 2022, 21:45:23 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7870 |
| Run time | 1 hours 7 min 52 sec |
| CPU time | 1 hours 7 min 33 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,946.67 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.64 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311336 | val_loss: 0.0311456 | Time: 1949.31 ms
[2022-04-11 17:28:26 main:574] : INFO : Epoch 1543 | loss: 0.0311339 | val_loss: 0.0311489 | Time: 2015.31 ms
[2022-04-11 17:28:28 main:574] : INFO : Epoch 1544 | loss: 0.0311362 | val_loss: 0.0311457 | Time: 1984.68 ms
[2022-04-11 17:28:30 main:574] : INFO : Epoch 1545 | loss: 0.0311349 | val_loss: 0.031144 | Time: 1994.89 ms
[2022-04-11 17:28:32 main:574] : INFO : Epoch 1546 | loss: 0.0311353 | val_loss: 0.03115 | Time: 1968.12 ms
[2022-04-11 17:28:34 main:574] : INFO : Epoch 1547 | loss: 0.0311391 | val_loss: 0.031149 | Time: 1969.9 ms
[2022-04-11 17:28:36 main:574] : INFO : Epoch 1548 | loss: 0.0311357 | val_loss: 0.0311455 | Time: 1977.03 ms
[2022-04-11 17:28:38 main:574] : INFO : Epoch 1549 | loss: 0.0311363 | val_loss: 0.0311509 | Time: 1945.99 ms
[2022-04-11 17:28:40 main:574] : INFO : Epoch 1550 | loss: 0.0311355 | val_loss: 0.0311449 | Time: 2008.27 ms
[2022-04-11 17:28:42 main:574] : INFO : Epoch 1551 | loss: 0.0311345 | val_loss: 0.031146 | Time: 1985.74 ms
[2022-04-11 17:28:44 main:574] : INFO : Epoch 1552 | loss: 0.0311366 | val_loss: 0.0311471 | Time: 1986.1 ms
[2022-04-11 17:28:46 main:574] : INFO : Epoch 1553 | loss: 0.0311396 | val_loss: 0.0311508 | Time: 1973.85 ms
[2022-04-11 17:28:48 main:574] : INFO : Epoch 1554 | loss: 0.0311372 | val_loss: 0.0311486 | Time: 2000.43 ms
[2022-04-11 17:28:50 main:574] : INFO : Epoch 1555 | loss: 0.0311403 | val_loss: 0.0311487 | Time: 1962.05 ms
[2022-04-11 17:28:52 main:574] : INFO : Epoch 1556 | loss: 0.031142 | val_loss: 0.0311474 | Time: 1967.74 ms
[2022-04-11 17:28:54 main:574] : INFO : Epoch 1557 | loss: 0.0311401 | val_loss: 0.0311493 | Time: 1972.1 ms
[2022-04-11 17:28:56 main:574] : INFO : Epoch 1558 | loss: 0.0311387 | val_loss: 0.0311521 | Time: 1977.96 ms
[2022-04-11 17:28:58 main:574] : INFO : Epoch 1559 | loss: 0.031139 | val_loss: 0.0311501 | Time: 1987.89 ms
[2022-04-11 17:29:00 main:574] : INFO : Epoch 1560 | loss: 0.0311411 | val_loss: 0.0311549 | Time: 1963.51 ms
[2022-04-11 17:29:02 main:574] : INFO : Epoch 1561 | loss: 0.0311418 | val_loss: 0.0311514 | Time: 1954.17 ms
[2022-04-11 17:29:04 main:574] : INFO : Epoch 1562 | loss: 0.0311413 | val_loss: 0.0311513 | Time: 1971.16 ms
[2022-04-11 17:29:06 main:574] : INFO : Epoch 1563 | loss: 0.0311454 | val_loss: 0.0311547 | Time: 1972.51 ms
[2022-04-11 17:29:08 main:574] : INFO : Epoch 1564 | loss: 0.0311404 | val_loss: 0.0311469 | Time: 1967.39 ms
[2022-04-11 17:29:10 main:574] : INFO : Epoch 1565 | loss: 0.0311376 | val_loss: 0.0311534 | Time: 1992.35 ms
[2022-04-11 17:29:12 main:574] : INFO : Epoch 1566 | loss: 0.0311389 | val_loss: 0.0311482 | Time: 2008.87 ms
[2022-04-11 17:29:14 main:574] : INFO : Epoch 1567 | loss: 0.0311377 | val_loss: 0.0311484 | Time: 1971.96 ms
[2022-04-11 17:29:16 main:574] : INFO : Epoch 1568 | loss: 0.0311362 | val_loss: 0.0311489 | Time: 1987.91 ms
[2022-04-11 17:29:17 main:574] : INFO : Epoch 1569 | loss: 0.0311376 | val_loss: 0.0311479 | Time: 1954.72 ms
[2022-04-11 17:29:19 main:574] : INFO : Epoch 1570 | loss: 0.0311371 | val_loss: 0.0311451 | Time: 1987.95 ms
[2022-04-11 17:29:21 main:574] : INFO : Epoch 1571 | loss: 0.0311362 | val_loss: 0.0311443 | Time: 1950.73 ms
[2022-04-11 17:29:23 main:574] : INFO : Epoch 1572 | loss: 0.0311374 | val_loss: 0.0311474 | Time: 2010.19 ms
[2022-04-11 17:29:25 main:574] : INFO : Epoch 1573 | loss: 0.0311424 | val_loss: 0.0311675 | Time: 1963.77 ms
[2022-04-11 17:29:27 main:574] : INFO : Epoch 1574 | loss: 0.0311445 | val_loss: 0.0311546 | Time: 1957.36 ms
[2022-04-11 17:29:29 main:574] : INFO : Epoch 1575 | loss: 0.0311453 | val_loss: 0.0311575 | Time: 1972.68 ms
[2022-04-11 17:29:31 main:574] : INFO : Epoch 1576 | loss: 0.0311447 | val_loss: 0.0311519 | Time: 1975.69 ms
[2022-04-11 17:29:33 main:574] : INFO : Epoch 1577 | loss: 0.0311439 | val_loss: 0.0311519 | Time: 1942.94 ms
[2022-04-11 17:29:35 main:574] : INFO : Epoch 1578 | loss: 0.0311449 | val_loss: 0.0311478 | Time: 1970.24 ms
[2022-04-11 17:29:37 main:574] : INFO : Epoch 1579 | loss: 0.0311439 | val_loss: 0.0311475 | Time: 1984.74 ms
[2022-04-11 17:29:39 main:574] : INFO : Epoch 1580 | loss: 0.0311594 | val_loss: 0.0311613 | Time: 1984.56 ms
[2022-04-11 17:29:41 main:574] : INFO : Epoch 1581 | loss: 0.0311514 | val_loss: 0.0311497 | Time: 1979.36 ms
[2022-04-11 17:29:43 main:574] : INFO : Epoch 1582 | loss: 0.0311515 | val_loss: 0.0311509 | Time: 1970.35 ms
[2022-04-11 17:29:45 main:574] : INFO : Epoch 1583 | loss: 0.031147 | val_loss: 0.0311489 | Time: 1961.58 ms
[2022-04-11 17:29:47 main:574] : INFO : Epoch 1584 | loss: 0.0311428 | val_loss: 0.0311501 | Time: 1999.53 ms
[2022-04-11 17:29:49 main:574] : INFO : Epoch 1585 | loss: 0.0311396 | val_loss: 0.031143 | Time: 1979.86 ms
[2022-04-11 17:29:51 main:574] : INFO : Epoch 1586 | loss: 0.0311337 | val_loss: 0.0311403 | Time: 1972.78 ms
[2022-04-11 17:29:53 main:574] : INFO : Epoch 1587 | loss: 0.0311337 | val_loss: 0.0311403 | Time: 1973.05 ms
[2022-04-11 17:29:55 main:574] : INFO : Epoch 1588 | loss: 0.0311319 | val_loss: 0.0311407 | Time: 1973.54 ms
[2022-04-11 17:29:57 main:574] : INFO : Epoch 1589 | loss: 0.0311302 | val_loss: 0.0311398 | Time: 1978.61 ms
[2022-04-11 17:29:59 main:574] : INFO : Epoch 1590 | loss: 0.0311304 | val_loss: 0.03114 | Time: 1982.5 ms
[2022-04-11 17:30:01 main:574] : INFO : Epoch 1591 | loss: 0.0311317 | val_loss: 0.0311397 | Time: 1982.18 ms
[2022-04-11 17:30:03 main:574] : INFO : Epoch 1592 | loss: 0.0311316 | val_loss: 0.0311389 | Time: 1967.15 ms
[2022-04-11 17:30:05 main:574] : INFO : Epoch 1593 | loss: 0.0311306 | val_loss: 0.03114 | Time: 1964.76 ms
[2022-04-11 17:30:07 main:574] : INFO : Epoch 1594 | loss: 0.0311305 | val_loss: 0.0311415 | Time: 1971.75 ms
[2022-04-11 17:30:09 main:574] : INFO : Epoch 1595 | loss: 0.0311282 | val_loss: 0.0311385 | Time: 1989.38 ms
[2022-04-11 17:30:11 main:574] : INFO : Epoch 1596 | loss: 0.0311281 | val_loss: 0.0311388 | Time: 1955.71 ms
[2022-04-11 17:30:13 main:574] : INFO : Epoch 1597 | loss: 0.0311267 | val_loss: 0.0311462 | Time: 1975.06 ms
[2022-04-11 17:30:15 main:574] : INFO : Epoch 1598 | loss: 0.0311298 | val_loss: 0.0311414 | Time: 1981.26 ms
[2022-04-11 17:30:17 main:574] : INFO : Epoch 1599 | loss: 0.0311271 | val_loss: 0.031141 | Time: 1959.27 ms
[2022-04-11 17:30:19 main:574] : INFO : Epoch 1600 | loss: 0.031124 | val_loss: 0.0311399 | Time: 1974.22 ms
[2022-04-11 17:30:21 main:574] : INFO : Epoch 1601 | loss: 0.0311259 | val_loss: 0.0311399 | Time: 1967.18 ms
[2022-04-11 17:30:23 main:574] : INFO : Epoch 1602 | loss: 0.0311254 | val_loss: 0.031141 | Time: 1992.91 ms
[2022-04-11 17:30:25 main:574] : INFO : Epoch 1603 | loss: 0.0311242 | val_loss: 0.0311405 | Time: 1952.65 ms
[2022-04-11 17:30:27 main:574] : INFO : Epoch 1604 | loss: 0.0311258 | val_loss: 0.0311422 | Time: 2041.64 ms
[2022-04-11 17:30:29 main:574] : INFO : Epoch 1605 | loss: 0.0311252 | val_loss: 0.0311388 | Time: 1956.07 ms
[2022-04-11 17:30:31 main:574] : INFO : Epoch 1606 | loss: 0.0311232 | val_loss: 0.0311424 | Time: 1984.24 ms
[2022-04-11 17:30:33 main:574] : INFO : Epoch 1607 | loss: 0.0311222 | val_loss: 0.0311371 | Time: 1979.21 ms
[2022-04-11 17:30:35 main:574] : INFO : Epoch 1608 | loss: 0.0311231 | val_loss: 0.0311395 | Time: 1965.01 ms
[2022-04-11 17:30:37 main:574] : INFO : Epoch 1609 | loss: 0.0311196 | val_loss: 0.0311384 | Time: 1974.17 ms
[2022-04-11 17:30:39 main:574] : INFO : Epoch 1610 | loss: 0.0311203 | val_loss: 0.031142 | Time: 1993.4 ms
[2022-04-11 17:30:41 main:574] : INFO : Epoch 1611 | loss: 0.0311194 | val_loss: 0.0311393 | Time: 1951.15 ms
[2022-04-11 17:30:43 main:574] : INFO : Epoch 1612 | loss: 0.0311195 | val_loss: 0.0311388 | Time: 1982.35 ms
[2022-04-11 17:30:45 main:574] : INFO : Epoch 1613 | loss: 0.0311177 | val_loss: 0.0311421 | Time: 1982.64 ms
[2022-04-11 17:30:47 main:574] : INFO : Epoch 1614 | loss: 0.0311238 | val_loss: 0.0311395 | Time: 1970.72 ms
[2022-04-11 17:30:49 main:574] : INFO : Epoch 1615 | loss: 0.0311281 | val_loss: 0.0311444 | Time: 1975.93 ms
[2022-04-11 17:30:51 main:574] : INFO : Epoch 1616 | loss: 0.0311291 | val_loss: 0.0311361 | Time: 1985.31 ms
[2022-04-11 17:30:53 main:574] : INFO : Epoch 1617 | loss: 0.0311222 | val_loss: 0.0311356 | Time: 1962.95 ms
[2022-04-11 17:30:54 main:574] : INFO : Epoch 1618 | loss: 0.0311199 | val_loss: 0.0311384 | Time: 1968.26 ms
[2022-04-11 17:30:56 main:574] : INFO : Epoch 1619 | loss: 0.0311213 | val_loss: 0.0311382 | Time: 1980.51 ms
[2022-04-11 17:30:58 main:574] : INFO : Epoch 1620 | loss: 0.0311243 | val_loss: 0.0311359 | Time: 1954.11 ms
[2022-04-11 17:31:00 main:574] : INFO : Epoch 1621 | loss: 0.0311202 | val_loss: 0.0311378 | Time: 1967.53 ms
[2022-04-11 17:31:02 main:574] : INFO : Epoch 1622 | loss: 0.0311204 | val_loss: 0.0311402 | Time: 1976.69 ms
[2022-04-11 17:31:04 main:574] : INFO : Epoch 1623 | loss: 0.0311232 | val_loss: 0.0311386 | Time: 1980.83 ms
[2022-04-11 17:31:06 main:574] : INFO : Epoch 1624 | loss: 0.0311199 | val_loss: 0.0311391 | Time: 1988.9 ms
[2022-04-11 17:31:08 main:574] : INFO : Epoch 1625 | loss: 0.0311186 | val_loss: 0.0311336 | Time: 1971.78 ms
[2022-04-11 17:31:10 main:574] : INFO : Epoch 1626 | loss: 0.031119 | val_loss: 0.0311357 | Time: 1989.42 ms
[2022-04-11 17:31:12 main:574] : INFO : Epoch 1627 | loss: 0.0311187 | val_loss: 0.0311368 | Time: 1976.08 ms
[2022-04-11 17:31:14 main:574] : INFO : Epoch 1628 | loss: 0.0311195 | val_loss: 0.031138 | Time: 1962.26 ms
[2022-04-11 17:31:16 main:574] : INFO : Epoch 1629 | loss: 0.0311204 | val_loss: 0.0311351 | Time: 1982.59 ms
[2022-04-11 17:31:18 main:574] : INFO : Epoch 1630 | loss: 0.0311211 | val_loss: 0.0311416 | Time: 1975 ms
[2022-04-11 17:31:20 main:574] : INFO : Epoch 1631 | loss: 0.0311237 | val_loss: 0.031141 | Time: 1961.17 ms
[2022-04-11 17:31:22 main:574] : INFO : Epoch 1632 | loss: 0.0311241 | val_loss: 0.0311442 | Time: 1999.04 ms
[2022-04-11 17:31:24 main:574] : INFO : Epoch 1633 | loss: 0.0311216 | val_loss: 0.0311409 | Time: 1984.47 ms
[2022-04-11 17:31:26 main:574] : INFO : Epoch 1634 | loss: 0.0311196 | val_loss: 0.0311374 | Time: 1967.23 ms
[2022-04-11 17:31:28 main:574] : INFO : Epoch 1635 | loss: 0.0311212 | val_loss: 0.0311417 | Time: 1980.48 ms
[2022-04-11 17:31:30 main:574] : INFO : Epoch 1636 | loss: 0.0311216 | val_loss: 0.0311402 | Time: 1970.05 ms
[2022-04-11 17:31:32 main:574] : INFO : Epoch 1637 | loss: 0.0311203 | val_loss: 0.0311443 | Time: 1982.54 ms
[2022-04-11 17:31:34 main:574] : INFO : Epoch 1638 | loss: 0.0311188 | val_loss: 0.031141 | Time: 1977.91 ms
[2022-04-11 17:31:36 main:574] : INFO : Epoch 1639 | loss: 0.0311192 | val_loss: 0.0311371 | Time: 1975.17 ms
[2022-04-11 17:31:38 main:574] : INFO : Epoch 1640 | loss: 0.0311183 | val_loss: 0.0311365 | Time: 1949.33 ms
[2022-04-11 17:31:40 main:574] : INFO : Epoch 1641 | loss: 0.0311166 | val_loss: 0.0311383 | Time: 1976.82 ms
[2022-04-11 17:31:42 main:574] : INFO : Epoch 1642 | loss: 0.0311168 | val_loss: 0.0311394 | Time: 1974.98 ms
[2022-04-11 17:31:44 main:574] : INFO : Epoch 1643 | loss: 0.0311199 | val_loss: 0.0311399 | Time: 1967.02 ms
[2022-04-11 17:31:46 main:574] : INFO : Epoch 1644 | loss: 0.0311255 | val_loss: 0.0311417 | Time: 1976.17 ms
[2022-04-11 17:31:48 main:574] : INFO : Epoch 1645 | loss: 0.031126 | val_loss: 0.0311476 | Time: 2005.9 ms
[2022-04-11 17:31:50 main:574] : INFO : Epoch 1646 | loss: 0.0311246 | val_loss: 0.0311399 | Time: 1972.89 ms
[2022-04-11 17:31:52 main:574] : INFO : Epoch 1647 | loss: 0.0311243 | val_loss: 0.0311432 | Time: 1969.96 ms
[2022-04-11 17:31:54 main:574] : INFO : Epoch 1648 | loss: 0.0311239 | val_loss: 0.0311409 | Time: 1964.86 ms
[2022-04-11 17:31:56 main:574] : INFO : Epoch 1649 | loss: 0.0311258 | val_loss: 0.0311408 | Time: 2015.57 ms
[2022-04-11 17:31:58 main:574] : INFO : Epoch 1650 | loss: 0.0311259 | val_loss: 0.0311396 | Time: 2124.49 ms
[2022-04-11 17:32:00 main:574] : INFO : Epoch 1651 | loss: 0.0311261 | val_loss: 0.0311437 | Time: 1970.6 ms
[2022-04-11 17:32:02 main:574] : INFO : Epoch 1652 | loss: 0.0311241 | val_loss: 0.0311396 | Time: 1980.36 ms
[2022-04-11 17:32:04 main:574] : INFO : Epoch 1653 | loss: 0.0311235 | val_loss: 0.0311385 | Time: 1952.34 ms
[2022-04-11 17:32:06 main:574] : INFO : Epoch 1654 | loss: 0.0311232 | val_loss: 0.0311411 | Time: 1983.92 ms
[2022-04-11 17:32:08 main:574] : INFO : Epoch 1655 | loss: 0.0311225 | val_loss: 0.0311412 | Time: 1974.74 ms
[2022-04-11 17:32:10 main:574] : INFO : Epoch 1656 | loss: 0.0311204 | val_loss: 0.0311421 | Time: 1979.42 ms
[2022-04-11 17:32:12 main:574] : INFO : Epoch 1657 | loss: 0.0311216 | val_loss: 0.0311429 | Time: 1986.57 ms
[2022-04-11 17:32:14 main:574] : INFO : Epoch 1658 | loss: 0.0311201 | val_loss: 0.0311382 | Time: 1976.23 ms
[2022-04-11 17:32:16 main:574] : INFO : Epoch 1659 | loss: 0.0311195 | val_loss: 0.0311447 | Time: 1976.64 ms
[2022-04-11 17:32:18 main:574] : INFO : Epoch 1660 | loss: 0.0311203 | val_loss: 0.0311416 | Time: 1973.55 ms
[2022-04-11 17:32:20 main:574] : INFO : Epoch 1661 | loss: 0.0311185 | val_loss: 0.0311495 | Time: 1986.21 ms
[2022-04-11 17:32:22 main:574] : INFO : Epoch 1662 | loss: 0.0311207 | val_loss: 0.0311454 | Time: 1996.95 ms
[2022-04-11 17:32:24 main:574] : INFO : Epoch 1663 | loss: 0.0311206 | val_loss: 0.0311459 | Time: 1969.64 ms
[2022-04-11 17:32:26 main:574] : INFO : Epoch 1664 | loss: 0.0311228 | val_loss: 0.0311414 | Time: 1972.38 ms
[2022-04-11 17:32:28 main:574] : INFO : Epoch 1665 | loss: 0.0311221 | val_loss: 0.0311421 | Time: 1990.53 ms
[2022-04-11 17:32:30 main:574] : INFO : Epoch 1666 | loss: 0.0311173 | val_loss: 0.0311436 | Time: 1968.08 ms
[2022-04-11 17:32:32 main:574] : INFO : Epoch 1667 | loss: 0.0311173 | val_loss: 0.031144 | Time: 1982.98 ms
[2022-04-11 17:32:34 main:574] : INFO : Epoch 1668 | loss: 0.0311163 | val_loss: 0.0311454 | Time: 1966.18 ms
[2022-04-11 17:32:36 main:574] : INFO : Epoch 1669 | loss: 0.0311171 | val_loss: 0.0311476 | Time: 1972.68 ms
[2022-04-11 17:32:38 main:574] : INFO : Epoch 1670 | loss: 0.0311152 | val_loss: 0.0311471 | Time: 2010.72 ms
[2022-04-11 17:32:40 main:574] : INFO : Epoch 1671 | loss: 0.0311158 | val_loss: 0.0311442 | Time: 1978 ms
[2022-04-11 17:32:42 main:574] : INFO : Epoch 1672 | loss: 0.0311146 | val_loss: 0.0311436 | Time: 1973.85 ms
[2022-04-11 17:32:44 main:574] : INFO : Epoch 1673 | loss: 0.0311258 | val_loss: 0.0311482 | Time: 1992.11 ms
[2022-04-11 17:32:46 main:574] : INFO : Epoch 1674 | loss: 0.0311311 | val_loss: 0.0311529 | Time: 1955.57 ms
[2022-04-11 17:32:48 main:574] : INFO : Epoch 1675 | loss: 0.0311308 | val_loss: 0.0311557 | Time: 1986.62 ms
[2022-04-11 17:32:50 main:574] : INFO : Epoch 1676 | loss: 0.0311326 | val_loss: 0.0311503 | Time: 2027.24 ms
[2022-04-11 17:32:52 main:574] : INFO : Epoch 1677 | loss: 0.0311265 | val_loss: 0.0311457 | Time: 1989.26 ms
[2022-04-11 17:32:54 main:574] : INFO : Epoch 1678 | loss: 0.0311306 | val_loss: 0.0311572 | Time: 1959.32 ms
[2022-04-11 17:32:56 main:574] : INFO : Epoch 1679 | loss: 0.031128 | val_loss: 0.0311483 | Time: 1991.59 ms
[2022-04-11 17:32:58 main:574] : INFO : Epoch 1680 | loss: 0.0311242 | val_loss: 0.0311454 | Time: 1971.24 ms
[2022-04-11 17:33:00 main:574] : INFO : Epoch 1681 | loss: 0.0311214 | val_loss: 0.0311414 | Time: 1969.85 ms
[2022-04-11 17:33:02 main:574] : INFO : Epoch 1682 | loss: 0.0311218 | val_loss: 0.0311465 | Time: 1990.9 ms
[2022-04-11 17:33:04 main:574] : INFO : Epoch 1683 | loss: 0.0311214 | val_loss: 0.0311427 | Time: 1980.4 ms
[2022-04-11 17:33:05 main:574] : INFO : Epoch 1684 | loss: 0.0311198 | val_loss: 0.031141 | Time: 1987.44 ms
[2022-04-11 17:33:07 main:574] : INFO : Epoch 1685 | loss: 0.0311213 | val_loss: 0.031142 | Time: 1975.23 ms
[2022-04-11 17:33:09 main:574] : INFO : Epoch 1686 | loss: 0.031121 | val_loss: 0.0311459 | Time: 1959.79 ms
[2022-04-11 17:33:11 main:574] : INFO : Epoch 1687 | loss: 0.0311353 | val_loss: 0.0311413 | Time: 1999.72 ms
[2022-04-11 17:33:13 main:574] : INFO : Epoch 1688 | loss: 0.031133 | val_loss: 0.0311407 | Time: 1985.36 ms
[2022-04-11 17:33:15 main:574] : INFO : Epoch 1689 | loss: 0.0311278 | val_loss: 0.0311386 | Time: 1953.88 ms
[2022-04-11 17:33:17 main:574] : INFO : Epoch 1690 | loss: 0.0311238 | val_loss: 0.03114 | Time: 1978.93 ms
[2022-04-11 17:33:19 main:574] : INFO : Epoch 1691 | loss: 0.0311227 | val_loss: 0.0311422 | Time: 1952.83 ms
[2022-04-11 17:33:21 main:574] : INFO : Epoch 1692 | loss: 0.0311214 | val_loss: 0.0311397 | Time: 1963.85 ms
[2022-04-11 17:33:23 main:574] : INFO : Epoch 1693 | loss: 0.0311204 | val_loss: 0.0311404 | Time: 1983.45 ms
[2022-04-11 17:33:25 main:574] : INFO : Epoch 1694 | loss: 0.0311209 | val_loss: 0.0311424 | Time: 2003.3 ms
[2022-04-11 17:33:27 main:574] : INFO : Epoch 1695 | loss: 0.0311208 | val_loss: 0.0311407 | Time: 1969.58 ms
[2022-04-11 17:33:29 main:574] : INFO : Epoch 1696 | loss: 0.0311197 | val_loss: 0.0311406 | Time: 1956.05 ms
[2022-04-11 17:33:31 main:574] : INFO : Epoch 1697 | loss: 0.0311194 | val_loss: 0.0311368 | Time: 1967.28 ms
[2022-04-11 17:33:33 main:574] : INFO : Epoch 1698 | loss: 0.0311178 | val_loss: 0.0311468 | Time: 1961.77 ms
[2022-04-11 17:33:35 main:574] : INFO : Epoch 1699 | loss: 0.0311196 | val_loss: 0.0311415 | Time: 1980.75 ms
[2022-04-11 17:33:37 main:574] : INFO : Epoch 1700 | loss: 0.0311225 | val_loss: 0.0311391 | Time: 1961.65 ms
[2022-04-11 17:33:39 main:574] : INFO : Epoch 1701 | loss: 0.0311257 | val_loss: 0.0311478 | Time: 1980.4 ms
[2022-04-11 17:33:41 main:574] : INFO : Epoch 1702 | loss: 0.0311248 | val_loss: 0.0311445 | Time: 1984.04 ms
[2022-04-11 17:33:43 main:574] : INFO : Epoch 1703 | loss: 0.0311222 | val_loss: 0.0311413 | Time: 1966.1 ms
[2022-04-11 17:33:45 main:574] : INFO : Epoch 1704 | loss: 0.0311248 | val_loss: 0.0311409 | Time: 1996.68 ms
[2022-04-11 17:33:47 main:574] : INFO : Epoch 1705 | loss: 0.0311221 | val_loss: 0.0311412 | Time: 1958.25 ms
[2022-04-11 17:33:49 main:574] : INFO : Epoch 1706 | loss: 0.0311206 | val_loss: 0.0311428 | Time: 1978.68 ms
[2022-04-11 17:33:51 main:574] : INFO : Epoch 1707 | loss: 0.0311201 | val_loss: 0.0311428 | Time: 1966.46 ms
[2022-04-11 17:33:53 main:574] : INFO : Epoch 1708 | loss: 0.0311183 | val_loss: 0.0311428 | Time: 1970.41 ms
[2022-04-11 17:33:55 main:574] : INFO : Epoch 1709 | loss: 0.0311175 | val_loss: 0.0311415 | Time: 1960.94 ms
[2022-04-11 17:33:57 main:574] : INFO : Epoch 1710 | loss: 0.0311159 | val_loss: 0.0311386 | Time: 1957.79 ms
[2022-04-11 17:33:59 main:574] : INFO : Epoch 1711 | loss: 0.0311157 | val_loss: 0.0311375 | Time: 1964.76 ms
[2022-04-11 17:34:01 main:574] : INFO : Epoch 1712 | loss: 0.0311153 | val_loss: 0.0311428 | Time: 1973.29 ms
[2022-04-11 17:34:03 main:574] : INFO : Epoch 1713 | loss: 0.0311148 | val_loss: 0.0311386 | Time: 1962.94 ms
[2022-04-11 17:34:05 main:574] : INFO : Epoch 1714 | loss: 0.031122 | val_loss: 0.0311388 | Time: 1966.26 ms
[2022-04-11 17:34:07 main:574] : INFO : Epoch 1715 | loss: 0.0311251 | val_loss: 0.031141 | Time: 1968.49 ms
[2022-04-11 17:34:09 main:574] : INFO : Epoch 1716 | loss: 0.0311226 | val_loss: 0.0311395 | Time: 1991.02 ms
[2022-04-11 17:34:11 main:574] : INFO : Epoch 1717 | loss: 0.0311196 | val_loss: 0.0311405 | Time: 1989.28 ms
[2022-04-11 17:34:13 main:574] : INFO : Epoch 1718 | loss: 0.0311218 | val_loss: 0.0311404 | Time: 1967.85 ms
[2022-04-11 17:34:15 main:574] : INFO : Epoch 1719 | loss: 0.031121 | val_loss: 0.0311391 | Time: 2007.12 ms
[2022-04-11 17:34:17 main:574] : INFO : Epoch 1720 | loss: 0.0311236 | val_loss: 0.031156 | Time: 2028.19 ms
[2022-04-11 17:34:19 main:574] : INFO : Epoch 1721 | loss: 0.0311262 | val_loss: 0.0311419 | Time: 1979.31 ms
[2022-04-11 17:34:21 main:574] : INFO : Epoch 1722 | loss: 0.0311218 | val_loss: 0.0311398 | Time: 1969.56 ms
[2022-04-11 17:34:23 main:574] : INFO : Epoch 1723 | loss: 0.0311211 | val_loss: 0.031144 | Time: 1970.28 ms
[2022-04-11 17:34:25 main:574] : INFO : Epoch 1724 | loss: 0.0311241 | val_loss: 0.0311379 | Time: 1973.37 ms
[2022-04-11 17:34:27 main:574] : INFO : Epoch 1725 | loss: 0.0311252 | val_loss: 0.0311415 | Time: 1963.44 ms
[2022-04-11 17:34:29 main:574] : INFO : Epoch 1726 | loss: 0.0311261 | val_loss: 0.0311357 | Time: 1991.31 ms
[2022-04-11 17:34:31 main:574] : INFO : Epoch 1727 | loss: 0.0311244 | val_loss: 0.0311371 | Time: 2002.37 ms
[2022-04-11 17:34:33 main:574] : INFO : Epoch 1728 | loss: 0.0311227 | val_loss: 0.0311346 | Time: 1997.76 ms
[2022-04-11 17:34:35 main:574] : INFO : Epoch 1729 | loss: 0.0311194 | val_loss: 0.031139 | Time: 1958.56 ms
[2022-04-11 17:34:37 main:574] : INFO : Epoch 1730 | loss: 0.0311167 | val_loss: 0.0311393 | Time: 1957.67 ms
[2022-04-11 17:34:39 main:574] : INFO : Epoch 1731 | loss: 0.0311156 | val_loss: 0.0311415 | Time: 1960.09 ms
[2022-04-11 17:34:40 main:574] : INFO : Epoch 1732 | loss: 0.0311173 | val_loss: 0.0311473 | Time: 1980.53 ms
[2022-04-11 17:34:42 main:574] : INFO : Epoch 1733 | loss: 0.0311185 | val_loss: 0.0311379 | Time: 1982.08 ms
[2022-04-11 17:34:44 main:574] : INFO : Epoch 1734 | loss: 0.0311164 | val_loss: 0.031139 | Time: 1952.74 ms
[2022-04-11 17:34:46 main:574] : INFO : Epoch 1735 | loss: 0.0311189 | val_loss: 0.0311408 | Time: 1981.99 ms
[2022-04-11 17:34:48 main:574] : INFO : Epoch 1736 | loss: 0.0311197 | val_loss: 0.0311382 | Time: 1996.4 ms
[2022-04-11 17:34:50 main:574] : INFO : Epoch 1737 | loss: 0.0311173 | val_loss: 0.0311369 | Time: 1972.33 ms
[2022-04-11 17:34:52 main:574] : INFO : Epoch 1738 | loss: 0.0311154 | val_loss: 0.031137 | Time: 1978.23 ms
[2022-04-11 17:34:54 main:574] : INFO : Epoch 1739 | loss: 0.0311165 | val_loss: 0.0311381 | Time: 1974.76 ms
[2022-04-11 17:34:56 main:574] : INFO : Epoch 1740 | loss: 0.0311154 | val_loss: 0.0311397 | Time: 1953.39 ms
[2022-04-11 17:34:58 main:574] : INFO : Epoch 1741 | loss: 0.0311142 | val_loss: 0.0311338 | Time: 1986.17 ms
[2022-04-11 17:35:00 main:574] : INFO : Epoch 1742 | loss: 0.0311138 | val_loss: 0.0311357 | Time: 1995.03 ms
[2022-04-11 17:35:02 main:574] : INFO : Epoch 1743 | loss: 0.0311154 | val_loss: 0.0311402 | Time: 1993.51 ms
[2022-04-11 17:35:04 main:574] : INFO : Epoch 1744 | loss: 0.0311141 | val_loss: 0.0311385 | Time: 1973.72 ms
[2022-04-11 17:35:06 main:574] : INFO : Epoch 1745 | loss: 0.0311133 | val_loss: 0.0311369 | Time: 1952.97 ms
[2022-04-11 17:35:08 main:574] : INFO : Epoch 1746 | loss: 0.0311121 | val_loss: 0.0311395 | Time: 1986.29 ms
[2022-04-11 17:35:10 main:574] : INFO : Epoch 1747 | loss: 0.0311108 | val_loss: 0.0311376 | Time: 1960.87 ms
[2022-04-11 17:35:12 main:574] : INFO : Epoch 1748 | loss: 0.0311108 | val_loss: 0.0311399 | Time: 1978.83 ms
[2022-04-11 17:35:14 main:574] : INFO : Epoch 1749 | loss: 0.0311107 | val_loss: 0.0311412 | Time: 1993.84 ms
[2022-04-11 17:35:16 main:574] : INFO : Epoch 1750 | loss: 0.0311097 | val_loss: 0.0311377 | Time: 1969.66 ms
[2022-04-11 17:35:18 main:574] : INFO : Epoch 1751 | loss: 0.0311131 | val_loss: 0.0311424 | Time: 1978.95 ms
[2022-04-11 17:35:20 main:574] : INFO : Epoch 1752 | loss: 0.0311149 | val_loss: 0.0311372 | Time: 1958.89 ms
[2022-04-11 17:35:22 main:574] : INFO : Epoch 1753 | loss: 0.0311122 | val_loss: 0.0311397 | Time: 1953.36 ms
[2022-04-11 17:35:24 main:574] : INFO : Epoch 1754 | loss: 0.0311103 | val_loss: 0.0311381 | Time: 1995.03 ms
[2022-04-11 17:35:26 main:574] : INFO : Epoch 1755 | loss: 0.0311155 | val_loss: 0.0311383 | Time: 1997.06 ms
[2022-04-11 17:35:28 main:574] : INFO : Epoch 1756 | loss: 0.0311178 | val_loss: 0.0311385 | Time: 1980.6 ms
[2022-04-11 17:35:30 main:574] : INFO : Epoch 1757 | loss: 0.0311238 | val_loss: 0.0311437 | Time: 1986.44 ms
[2022-04-11 17:35:32 main:574] : INFO : Epoch 1758 | loss: 0.0311316 | val_loss: 0.0311455 | Time: 1979.55 ms
[2022-04-11 17:35:34 main:574] : INFO : Epoch 1759 | loss: 0.0311276 | val_loss: 0.0311399 | Time: 1988.82 ms
[2022-04-11 17:35:36 main:574] : INFO : Epoch 1760 | loss: 0.0311224 | val_loss: 0.0311379 | Time: 1987.78 ms
[2022-04-11 17:35:38 main:574] : INFO : Epoch 1761 | loss: 0.0311194 | val_loss: 0.0311351 | Time: 1969.02 ms
[2022-04-11 17:35:40 main:574] : INFO : Epoch 1762 | loss: 0.0311249 | val_loss: 0.0311383 | Time: 1985.94 ms
[2022-04-11 17:35:42 main:574] : INFO : Epoch 1763 | loss: 0.0311321 | val_loss: 0.0311459 | Time: 1978.49 ms
[2022-04-11 17:35:44 main:574] : INFO : Epoch 1764 | loss: 0.0311279 | val_loss: 0.0311414 | Time: 1967.51 ms
[2022-04-11 17:35:46 main:574] : INFO : Epoch 1765 | loss: 0.0311247 | val_loss: 0.0311419 | Time: 1972.78 ms
[2022-04-11 17:35:48 main:574] : INFO : Epoch 1766 | loss: 0.0311232 | val_loss: 0.0311416 | Time: 1999.85 ms
[2022-04-11 17:35:50 main:574] : INFO : Epoch 1767 | loss: 0.031123 | val_loss: 0.0311414 | Time: 1959.5 ms
[2022-04-11 17:35:52 main:574] : INFO : Epoch 1768 | loss: 0.0311206 | val_loss: 0.0311375 | Time: 1961.99 ms
[2022-04-11 17:35:54 main:574] : INFO : Epoch 1769 | loss: 0.0311207 | val_loss: 0.0311449 | Time: 1961.38 ms
[2022-04-11 17:35:56 main:574] : INFO : Epoch 1770 | loss: 0.0311269 | val_loss: 0.0311402 | Time: 1972.96 ms
[2022-04-11 17:35:58 main:574] : INFO : Epoch 1771 | loss: 0.031124 | val_loss: 0.0311416 | Time: 1957.96 ms
[2022-04-11 17:36:00 main:574] : INFO : Epoch 1772 | loss: 0.0311221 | val_loss: 0.0311459 | Time: 1973.42 ms
[2022-04-11 17:36:02 main:574] : INFO : Epoch 1773 | loss: 0.0311236 | val_loss: 0.0311443 | Time: 1987.6 ms
[2022-04-11 17:36:04 main:574] : INFO : Epoch 1774 | loss: 0.0311233 | val_loss: 0.0311415 | Time: 1984.2 ms
[2022-04-11 17:36:06 main:574] : INFO : Epoch 1775 | loss: 0.0311201 | val_loss: 0.0311397 | Time: 1984.46 ms
[2022-04-11 17:36:08 main:574] : INFO : Epoch 1776 | loss: 0.0311192 | val_loss: 0.0311464 | Time: 2004.89 ms
[2022-04-11 17:36:10 main:574] : INFO : Epoch 1777 | loss: 0.0311174 | val_loss: 0.0311461 | Time: 1971.93 ms
[2022-04-11 17:36:12 main:574] : INFO : Epoch 1778 | loss: 0.0311176 | val_loss: 0.0311462 | Time: 1980.17 ms
[2022-04-11 17:36:14 main:574] : INFO : Epoch 1779 | loss: 0.0311184 | val_loss: 0.0311414 | Time: 1969.52 ms
[2022-04-11 17:36:16 main:574] : INFO : Epoch 1780 | loss: 0.0311172 | val_loss: 0.0311429 | Time: 1986.72 ms
[2022-04-11 17:36:18 main:574] : INFO : Epoch 1781 | loss: 0.0311165 | val_loss: 0.0311433 | Time: 2013.08 ms
[2022-04-11 17:36:20 main:574] : INFO : Epoch 1782 | loss: 0.0311158 | val_loss: 0.0311424 | Time: 1974.64 ms
[2022-04-11 17:36:22 main:574] : INFO : Epoch 1783 | loss: 0.0311145 | val_loss: 0.0311457 | Time: 1994.78 ms
[2022-04-11 17:36:24 main:574] : INFO : Epoch 1784 | loss: 0.0311168 | val_loss: 0.0311464 | Time: 2008.86 ms
[2022-04-11 17:36:26 main:574] : INFO : Epoch 1785 | loss: 0.0311154 | val_loss: 0.03114 | Time: 2003.07 ms
[2022-04-11 17:36:28 main:574] : INFO : Epoch 1786 | loss: 0.0311173 | val_loss: 0.031142 | Time: 1981.83 ms
[2022-04-11 17:36:30 main:574] : INFO : Epoch 1787 | loss: 0.0311173 | val_loss: 0.0311483 | Time: 1969.06 ms
[2022-04-11 17:36:32 main:574] : INFO : Epoch 1788 | loss: 0.0311165 | val_loss: 0.0311412 | Time: 1946.32 ms
[2022-04-11 17:36:34 main:574] : INFO : Epoch 1789 | loss: 0.0311171 | val_loss: 0.0311416 | Time: 2017.73 ms
[2022-04-11 17:36:36 main:574] : INFO : Epoch 1790 | loss: 0.031115 | val_loss: 0.0311399 | Time: 1966.52 ms
[2022-04-11 17:36:38 main:574] : INFO : Epoch 1791 | loss: 0.0311187 | val_loss: 0.0311403 | Time: 1986.04 ms
[2022-04-11 17:36:40 main:574] : INFO : Epoch 1792 | loss: 0.0311236 | val_loss: 0.0311396 | Time: 1981.85 ms
[2022-04-11 17:36:42 main:574] : INFO : Epoch 1793 | loss: 0.0311226 | val_loss: 0.0311369 | Time: 1982.76 ms
[2022-04-11 17:36:43 main:574] : INFO : Epoch 1794 | loss: 0.03112 | val_loss: 0.0311386 | Time: 1978.32 ms
[2022-04-11 17:36:46 main:574] : INFO : Epoch 1795 | loss: 0.0311187 | val_loss: 0.0311402 | Time: 2014.55 ms
[2022-04-11 17:36:47 main:574] : INFO : Epoch 1796 | loss: 0.0311202 | val_loss: 0.0311425 | Time: 1981.87 ms
[2022-04-11 17:36:49 main:574] : INFO : Epoch 1797 | loss: 0.0311166 | val_loss: 0.0311353 | Time: 1982.93 ms
[2022-04-11 17:36:51 main:574] : INFO : Epoch 1798 | loss: 0.0311175 | val_loss: 0.0311393 | Time: 1958.56 ms
[2022-04-11 17:36:53 main:574] : INFO : Epoch 1799 | loss: 0.0311174 | val_loss: 0.0311428 | Time: 1971.52 ms
[2022-04-11 17:36:55 main:574] : INFO : Epoch 1800 | loss: 0.0311238 | val_loss: 0.0311473 | Time: 1959.2 ms
[2022-04-11 17:36:57 main:574] : INFO : Epoch 1801 | loss: 0.0311294 | val_loss: 0.0311503 | Time: 2021.43 ms
[2022-04-11 17:36:59 main:574] : INFO : Epoch 1802 | loss: 0.0311357 | val_loss: 0.0311489 | Time: 2010.04 ms
[2022-04-11 17:37:02 main:574] : INFO : Epoch 1803 | loss: 0.0311339 | val_loss: 0.0311493 | Time: 2246.43 ms
[2022-04-11 17:37:04 main:574] : INFO : Epoch 1804 | loss: 0.0311296 | val_loss: 0.0311507 | Time: 2144.9 ms
[2022-04-11 17:37:06 main:574] : INFO : Epoch 1805 | loss: 0.0311326 | val_loss: 0.0311533 | Time: 2116 ms
[2022-04-11 17:37:08 main:574] : INFO : Epoch 1806 | loss: 0.0311434 | val_loss: 0.0311544 | Time: 2212.45 ms
[2022-04-11 17:37:10 main:574] : INFO : Epoch 1807 | loss: 0.031147 | val_loss: 0.031158 | Time: 2197.95 ms
[2022-04-11 17:37:13 main:574] : INFO : Epoch 1808 | loss: 0.0311445 | val_loss: 0.0311518 | Time: 2195.27 ms
[2022-04-11 17:37:15 main:574] : INFO : Epoch 1809 | loss: 0.0311412 | val_loss: 0.0311501 | Time: 2206.6 ms
[2022-04-11 17:37:17 main:574] : INFO : Epoch 1810 | loss: 0.0311392 | val_loss: 0.031151 | Time: 2183.11 ms
[2022-04-11 17:37:19 main:574] : INFO : Epoch 1811 | loss: 0.031137 | val_loss: 0.0311551 | Time: 2171.97 ms
[2022-04-11 17:37:21 main:574] : INFO : Epoch 1812 | loss: 0.0311391 | val_loss: 0.0311503 | Time: 2148.37 ms
[2022-04-11 17:37:24 main:574] : INFO : Epoch 1813 | loss: 0.0311365 | val_loss: 0.0311472 | Time: 2247.73 ms
[2022-04-11 17:37:26 main:574] : INFO : Epoch 1814 | loss: 0.0311344 | val_loss: 0.0311456 | Time: 2149.93 ms
[2022-04-11 17:37:28 main:574] : INFO : Epoch 1815 | loss: 0.0311323 | val_loss: 0.0311465 | Time: 2255.62 ms
[2022-04-11 17:37:30 main:574] : INFO : Epoch 1816 | loss: 0.0311348 | val_loss: 0.0311476 | Time: 2150 ms
[2022-04-11 17:37:32 main:574] : INFO : Epoch 1817 | loss: 0.0311302 | val_loss: 0.0311465 | Time: 1988 ms
[2022-04-11 17:37:34 main:574] : INFO : Epoch 1818 | loss: 0.0311322 | val_loss: 0.0311448 | Time: 1982.13 ms
[2022-04-11 17:37:36 main:574] : INFO : Epoch 1819 | loss: 0.0311309 | val_loss: 0.0311424 | Time: 1954.86 ms
[2022-04-11 17:37:38 main:574] : INFO : Epoch 1820 | loss: 0.0311312 | val_loss: 0.0311491 | Time: 2000.09 ms
[2022-04-11 17:37:40 main:574] : INFO : Epoch 1821 | loss: 0.0311367 | val_loss: 0.0311432 | Time: 2012.09 ms
[2022-04-11 17:37:42 main:574] : INFO : Epoch 1822 | loss: 0.0311338 | val_loss: 0.0311437 | Time: 2008.28 ms
[2022-04-11 17:37:44 main:574] : INFO : Epoch 1823 | loss: 0.0311307 | val_loss: 0.0311432 | Time: 1969.03 ms
[2022-04-11 17:37:46 main:574] : INFO : Epoch 1824 | loss: 0.0311286 | val_loss: 0.0311372 | Time: 1960.16 ms
[2022-04-11 17:37:48 main:574] : INFO : Epoch 1825 | loss: 0.0311278 | val_loss: 0.0311433 | Time: 1977.74 ms
[2022-04-11 17:37:50 main:574] : INFO : Epoch 1826 | loss: 0.0311275 | val_loss: 0.0311401 | Time: 1988.91 ms
[2022-04-11 17:37:52 main:574] : INFO : Epoch 1827 | loss: 0.0311257 | val_loss: 0.0311409 | Time: 2065.12 ms
[2022-04-11 17:37:54 main:574] : INFO : Epoch 1828 | loss: 0.0311252 | val_loss: 0.0311369 | Time: 1972.66 ms
[2022-04-11 17:37:56 main:574] : INFO : Epoch 1829 | loss: 0.0311271 | val_loss: 0.0311397 | Time: 2004.43 ms
[2022-04-11 17:37:58 main:574] : INFO : Epoch 1830 | loss: 0.0311292 | val_loss: 0.0311495 | Time: 1979.53 ms
[2022-04-11 17:38:00 main:574] : INFO : Epoch 1831 | loss: 0.0311301 | val_loss: 0.0311561 | Time: 1967.38 ms
[2022-04-11 17:38:02 main:574] : INFO : Epoch 1832 | loss: 0.0311302 | val_loss: 0.0311469 | Time: 1980.17 ms
[2022-04-11 17:38:04 main:574] : INFO : Epoch 1833 | loss: 0.0311277 | val_loss: 0.0311495 | Time: 1960.48 ms
[2022-04-11 17:38:06 main:574] : INFO : Epoch 1834 | loss: 0.0311265 | val_loss: 0.0311505 | Time: 1971.98 ms
[2022-04-11 17:38:08 main:574] : INFO : Epoch 1835 | loss: 0.0311288 | val_loss: 0.0311461 | Time: 1967.38 ms
[2022-04-11 17:38:10 main:574] : INFO : Epoch 1836 | loss: 0.0311258 | val_loss: 0.03114 | Time: 1956.09 ms
[2022-04-11 17:38:12 main:574] : INFO : Epoch 1837 | loss: 0.0311259 | val_loss: 0.0311411 | Time: 1962.94 ms
[2022-04-11 17:38:14 main:574] : INFO : Epoch 1838 | loss: 0.0311255 | val_loss: 0.0311419 | Time: 1962.57 ms
[2022-04-11 17:38:16 main:574] : INFO : Epoch 1839 | loss: 0.031125 | val_loss: 0.0311547 | Time: 1977.66 ms
[2022-04-11 17:38:18 main:574] : INFO : Epoch 1840 | loss: 0.0311259 | val_loss: 0.0311441 | Time: 1965.77 ms
[2022-04-11 17:38:20 main:574] : INFO : Epoch 1841 | loss: 0.0311227 | val_loss: 0.0311487 | Time: 1968.35 ms
[2022-04-11 17:38:22 main:574] : INFO : Epoch 1842 | loss: 0.0311256 | val_loss: 0.0311491 | Time: 1986.24 ms
[2022-04-11 17:38:24 main:574] : INFO : Epoch 1843 | loss: 0.0311237 | val_loss: 0.0311471 | Time: 1989.02 ms
[2022-04-11 17:38:26 main:574] : INFO : Epoch 1844 | loss: 0.0311218 | val_loss: 0.0311452 | Time: 1980.58 ms
[2022-04-11 17:38:28 main:574] : INFO : Epoch 1845 | loss: 0.0311212 | val_loss: 0.0311452 | Time: 1986.93 ms
[2022-04-11 17:38:30 main:574] : INFO : Epoch 1846 | loss: 0.0311231 | val_loss: 0.0311494 | Time: 1985.01 ms
[2022-04-11 17:38:32 main:574] : INFO : Epoch 1847 | loss: 0.0311221 | val_loss: 0.0311432 | Time: 1992.32 ms
[2022-04-11 17:38:34 main:574] : INFO : Epoch 1848 | loss: 0.0311236 | val_loss: 0.0311448 | Time: 1965.36 ms
[2022-04-11 17:38:36 main:574] : INFO : Epoch 1849 | loss: 0.0311287 | val_loss: 0.0311418 | Time: 1942.17 ms
[2022-04-11 17:38:38 main:574] : INFO : Epoch 1850 | loss: 0.0311251 | val_loss: 0.0311453 | Time: 1974.93 ms
[2022-04-11 17:38:40 main:574] : INFO : Epoch 1851 | loss: 0.0311229 | val_loss: 0.0311513 | Time: 1971.22 ms
[2022-04-11 17:38:42 main:574] : INFO : Epoch 1852 | loss: 0.0311273 | val_loss: 0.0311483 | Time: 1962.53 ms
[2022-04-11 17:38:44 main:574] : INFO : Epoch 1853 | loss: 0.0311249 | val_loss: 0.0311454 | Time: 1975.81 ms
[2022-04-11 17:38:46 main:574] : INFO : Epoch 1854 | loss: 0.0311302 | val_loss: 0.0311485 | Time: 2013.63 ms
[2022-04-11 17:38:47 main:574] : INFO : Epoch 1855 | loss: 0.0337415 | val_loss: 0.0332601 | Time: 1969.47 ms
[2022-04-11 17:38:49 main:574] : INFO : Epoch 1856 | loss: 0.032379 | val_loss: 0.0314436 | Time: 1991.23 ms
[2022-04-11 17:38:51 main:574] : INFO : Epoch 1857 | loss: 0.0312849 | val_loss: 0.031185 | Time: 1941.08 ms
[2022-04-11 17:38:53 main:574] : INFO : Epoch 1858 | loss: 0.0311602 | val_loss: 0.0311463 | Time: 1976.03 ms
[2022-04-11 17:38:55 main:574] : INFO : Epoch 1859 | loss: 0.0311367 | val_loss: 0.0311557 | Time: 1976.99 ms
[2022-04-11 17:38:57 main:574] : INFO : Epoch 1860 | loss: 0.0311461 | val_loss: 0.0311577 | Time: 1978.25 ms
[2022-04-11 17:38:59 main:574] : INFO : Epoch 1861 | loss: 0.0311454 | val_loss: 0.0311541 | Time: 2001.87 ms
[2022-04-11 17:39:01 main:574] : INFO : Epoch 1862 | loss: 0.0311417 | val_loss: 0.0311526 | Time: 1987.69 ms
[2022-04-11 17:39:03 main:574] : INFO : Epoch 1863 | loss: 0.0311382 | val_loss: 0.0311535 | Time: 1992.2 ms
[2022-04-11 17:39:05 main:574] : INFO : Epoch 1864 | loss: 0.0311368 | val_loss: 0.0311532 | Time: 1967.64 ms
[2022-04-11 17:39:07 main:574] : INFO : Epoch 1865 | loss: 0.0311348 | val_loss: 0.0311513 | Time: 1964.37 ms
[2022-04-11 17:39:09 main:574] : INFO : Epoch 1866 | loss: 0.0311334 | val_loss: 0.0311511 | Time: 1987.1 ms
[2022-04-11 17:39:11 main:574] : INFO : Epoch 1867 | loss: 0.0311333 | val_loss: 0.0311507 | Time: 1949.53 ms
[2022-04-11 17:39:13 main:574] : INFO : Epoch 1868 | loss: 0.0311343 | val_loss: 0.0311485 | Time: 1968.49 ms
[2022-04-11 17:39:15 main:574] : INFO : Epoch 1869 | loss: 0.0311333 | val_loss: 0.0311487 | Time: 1977.61 ms
[2022-04-11 17:39:17 main:574] : INFO : Epoch 1870 | loss: 0.0311322 | val_loss: 0.0311525 | Time: 1968.42 ms
[2022-04-11 17:39:19 main:574] : INFO : Epoch 1871 | loss: 0.0311312 | val_loss: 0.0311471 | Time: 2020.08 ms
[2022-04-11 17:39:21 main:574] : INFO : Epoch 1872 | loss: 0.0311312 | val_loss: 0.0311484 | Time: 1971.05 ms
[2022-04-11 17:39:23 main:574] : INFO : Epoch 1873 | loss: 0.0311292 | val_loss: 0.0311481 | Time: 1984.1 ms
[2022-04-11 17:39:25 main:574] : INFO : Epoch 1874 | loss: 0.031128 | val_loss: 0.0311475 | Time: 1979.75 ms
[2022-04-11 17:39:27 main:574] : INFO : Epoch 1875 | loss: 0.0311272 | val_loss: 0.0311489 | Time: 1976.16 ms
[2022-04-11 17:39:29 main:574] : INFO : Epoch 1876 | loss: 0.0311265 | val_loss: 0.0311484 | Time: 1991.06 ms
[2022-04-11 17:39:31 main:574] : INFO : Epoch 1877 | loss: 0.0311257 | val_loss: 0.031148 | Time: 1996.92 ms
[2022-04-11 17:39:33 main:574] : INFO : Epoch 1878 | loss: 0.0311253 | val_loss: 0.0311471 | Time: 1960.75 ms
[2022-04-11 17:39:35 main:574] : INFO : Epoch 1879 | loss: 0.031124 | val_loss: 0.0311462 | Time: 2014.99 ms
[2022-04-11 17:39:37 main:574] : INFO : Epoch 1880 | loss: 0.0311233 | val_loss: 0.0311462 | Time: 1972.52 ms
[2022-04-11 17:39:39 main:574] : INFO : Epoch 1881 | loss: 0.0311226 | val_loss: 0.03115 | Time: 1970.05 ms
[2022-04-11 17:39:41 main:574] : INFO : Epoch 1882 | loss: 0.0311222 | val_loss: 0.031148 | Time: 1977.29 ms
[2022-04-11 17:39:43 main:574] : INFO : Epoch 1883 | loss: 0.0311216 | val_loss: 0.0311449 | Time: 1982.7 ms
[2022-04-11 17:39:45 main:574] : INFO : Epoch 1884 | loss: 0.0311218 | val_loss: 0.0311505 | Time: 1992.75 ms
[2022-04-11 17:39:47 main:574] : INFO : Epoch 1885 | loss: 0.0311203 | val_loss: 0.03115 | Time: 1983.65 ms
[2022-04-11 17:39:49 main:574] : INFO : Epoch 1886 | loss: 0.0311209 | val_loss: 0.0311475 | Time: 1992.67 ms
[2022-04-11 17:39:51 main:574] : INFO : Epoch 1887 | loss: 0.0311205 | val_loss: 0.0311504 | Time: 1967.79 ms
[2022-04-11 17:39:53 main:574] : INFO : Epoch 1888 | loss: 0.0311193 | val_loss: 0.031148 | Time: 1994.08 ms
[2022-04-11 17:39:55 main:574] : INFO : Epoch 1889 | loss: 0.0311208 | val_loss: 0.0311522 | Time: 1975.9 ms
[2022-04-11 17:39:57 main:574] : INFO : Epoch 1890 | loss: 0.031122 | val_loss: 0.0311483 | Time: 1971.2 ms
[2022-04-11 17:39:59 main:574] : INFO : Epoch 1891 | loss: 0.0311216 | val_loss: 0.0311458 | Time: 1980.6 ms
[2022-04-11 17:40:01 main:574] : INFO : Epoch 1892 | loss: 0.0311207 | val_loss: 0.0311506 | Time: 1966.84 ms
[2022-04-11 17:40:03 main:574] : INFO : Epoch 1893 | loss: 0.0311214 | val_loss: 0.0311484 | Time: 2010.47 ms
[2022-04-11 17:40:05 main:574] : INFO : Epoch 1894 | loss: 0.0311223 | val_loss: 0.0311484 | Time: 1988.07 ms
[2022-04-11 17:40:07 main:574] : INFO : Epoch 1895 | loss: 0.0311242 | val_loss: 0.0311511 | Time: 1972.06 ms
[2022-04-11 17:40:09 main:574] : INFO : Epoch 1896 | loss: 0.0311275 | val_loss: 0.031151 | Time: 1978.23 ms
[2022-04-11 17:40:11 main:574] : INFO : Epoch 1897 | loss: 0.0311261 | val_loss: 0.0311447 | Time: 1976.6 ms
[2022-04-11 17:40:13 main:574] : INFO : Epoch 1898 | loss: 0.0311246 | val_loss: 0.031151 | Time: 1978.75 ms
[2022-04-11 17:40:15 main:574] : INFO : Epoch 1899 | loss: 0.0311369 | val_loss: 0.0311627 | Time: 1980.6 ms
[2022-04-11 17:40:17 main:574] : INFO : Epoch 1900 | loss: 0.0311616 | val_loss: 0.0311726 | Time: 1993.4 ms
[2022-04-11 17:40:19 main:574] : INFO : Epoch 1901 | loss: 0.0311654 | val_loss: 0.0311702 | Time: 1975.85 ms
[2022-04-11 17:40:21 main:574] : INFO : Epoch 1902 | loss: 0.0311632 | val_loss: 0.0311691 | Time: 2050.88 ms
[2022-04-11 17:40:23 main:574] : INFO : Epoch 1903 | loss: 0.031162 | val_loss: 0.0311685 | Time: 2012.28 ms
[2022-04-11 17:40:25 main:574] : INFO : Epoch 1904 | loss: 0.0311598 | val_loss: 0.0311691 | Time: 1992.73 ms
[2022-04-11 17:40:27 main:574] : INFO : Epoch 1905 | loss: 0.03116 | val_loss: 0.03117 | Time: 2013.34 ms
[2022-04-11 17:40:29 main:574] : INFO : Epoch 1906 | loss: 0.0311599 | val_loss: 0.0311702 | Time: 1960.23 ms
[2022-04-11 17:40:31 main:574] : INFO : Epoch 1907 | loss: 0.0311584 | val_loss: 0.0311689 | Time: 1981.66 ms
[2022-04-11 17:40:33 main:574] : INFO : Epoch 1908 | loss: 0.0311561 | val_loss: 0.0311711 | Time: 1952.13 ms
[2022-04-11 17:40:35 main:574] : INFO : Epoch 1909 | loss: 0.0311563 | val_loss: 0.0311701 | Time: 1975.41 ms
[2022-04-11 17:40:37 main:574] : INFO : Epoch 1910 | loss: 0.0311556 | val_loss: 0.03117 | Time: 1980.29 ms
[2022-04-11 17:40:39 main:574] : INFO : Epoch 1911 | loss: 0.0311539 | val_loss: 0.0311688 | Time: 1988.88 ms
[2022-04-11 17:40:41 main:574] : INFO : Epoch 1912 | loss: 0.0311533 | val_loss: 0.0311658 | Time: 1967.24 ms
[2022-04-11 17:40:43 main:574] : INFO : Epoch 1913 | loss: 0.0311526 | val_loss: 0.0311677 | Time: 1961.5 ms
[2022-04-11 17:40:45 main:574] : INFO : Epoch 1914 | loss: 0.0311516 | val_loss: 0.0311653 | Time: 1998.65 ms
[2022-04-11 17:40:47 main:574] : INFO : Epoch 1915 | loss: 0.0311495 | val_loss: 0.0311681 | Time: 1998.59 ms
[2022-04-11 17:40:49 main:574] : INFO : Epoch 1916 | loss: 0.0311505 | val_loss: 0.0311666 | Time: 2013.27 ms
[2022-04-11 17:40:51 main:574] : INFO : Epoch 1917 | loss: 0.0311498 | val_loss: 0.0311644 | Time: 1969.03 ms
[2022-04-11 17:40:53 main:574] : INFO : Epoch 1918 | loss: 0.0311492 | val_loss: 0.0311652 | Time: 1961.29 ms
[2022-04-11 17:40:55 main:574] : INFO : Epoch 1919 | loss: 0.0311485 | val_loss: 0.031165 | Time: 1979.1 ms
[2022-04-11 17:40:57 main:574] : INFO : Epoch 1920 | loss: 0.0311484 | val_loss: 0.0311662 | Time: 1957.98 ms
[2022-04-11 17:40:59 main:574] : INFO : Epoch 1921 | loss: 0.0311487 | val_loss: 0.031167 | Time: 1996.02 ms
[2022-04-11 17:41:01 main:574] : INFO : Epoch 1922 | loss: 0.0311481 | val_loss: 0.0311632 | Time: 2013.65 ms
[2022-04-11 17:41:03 main:574] : INFO : Epoch 1923 | loss: 0.0311478 | val_loss: 0.0311635 | Time: 1994.89 ms
[2022-04-11 17:41:05 main:574] : INFO : Epoch 1924 | loss: 0.0311491 | val_loss: 0.0311615 | Time: 1987.68 ms
[2022-04-11 17:41:07 main:574] : INFO : Epoch 1925 | loss: 0.031147 | val_loss: 0.0311628 | Time: 1941.57 ms
[2022-04-11 17:41:09 main:574] : INFO : Epoch 1926 | loss: 0.0311468 | val_loss: 0.0311604 | Time: 1964.48 ms
[2022-04-11 17:41:11 main:574] : INFO : Epoch 1927 | loss: 0.0311455 | val_loss: 0.0311616 | Time: 2007.06 ms
[2022-04-11 17:41:13 main:574] : INFO : Epoch 1928 | loss: 0.0311456 | val_loss: 0.0311591 | Time: 2032.46 ms
[2022-04-11 17:41:15 main:574] : INFO : Epoch 1929 | loss: 0.0311436 | val_loss: 0.0311632 | Time: 1940.26 ms
[2022-04-11 17:41:16 main:574] : INFO : Epoch 1930 | loss: 0.0311441 | val_loss: 0.0311582 | Time: 1964.18 ms
[2022-04-11 17:41:18 main:574] : INFO : Epoch 1931 | loss: 0.0311447 | val_loss: 0.0311614 | Time: 1988.66 ms
[2022-04-11 17:41:20 main:574] : INFO : Epoch 1932 | loss: 0.0311438 | val_loss: 0.0311628 | Time: 1993.47 ms
[2022-04-11 17:41:22 main:574] : INFO : Epoch 1933 | loss: 0.031145 | val_loss: 0.0311628 | Time: 1954.11 ms
[2022-04-11 17:41:24 main:574] : INFO : Epoch 1934 | loss: 0.031144 | val_loss: 0.0311629 | Time: 1966.26 ms
[2022-04-11 17:41:26 main:574] : INFO : Epoch 1935 | loss: 0.0311438 | val_loss: 0.0311684 | Time: 1976.95 ms
[2022-04-11 17:41:28 main:574] : INFO : Epoch 1936 | loss: 0.031145 | val_loss: 0.0311625 | Time: 1967.52 ms
[2022-04-11 17:41:30 main:574] : INFO : Epoch 1937 | loss: 0.031144 | val_loss: 0.0311647 | Time: 1978.7 ms
[2022-04-11 17:41:32 main:574] : INFO : Epoch 1938 | loss: 0.0311446 | val_loss: 0.0311624 | Time: 1988.38 ms
[2022-04-11 17:41:34 main:574] : INFO : Epoch 1939 | loss: 0.031151 | val_loss: 0.0311633 | Time: 1984.01 ms
[2022-04-11 17:41:36 main:574] : INFO : Epoch 1940 | loss: 0.0311476 | val_loss: 0.0311629 | Time: 1954.14 ms
[2022-04-11 17:41:38 main:574] : INFO : Epoch 1941 | loss: 0.0311467 | val_loss: 0.03116 | Time: 1995.97 ms
[2022-04-11 17:41:40 main:574] : INFO : Epoch 1942 | loss: 0.0311451 | val_loss: 0.0311573 | Time: 1970.84 ms
[2022-04-11 17:41:42 main:574] : INFO : Epoch 1943 | loss: 0.0311445 | val_loss: 0.0311574 | Time: 1954.5 ms
[2022-04-11 17:41:44 main:574] : INFO : Epoch 1944 | loss: 0.0311467 | val_loss: 0.0311599 | Time: 1954.11 ms
[2022-04-11 17:41:46 main:574] : INFO : Epoch 1945 | loss: 0.0311479 | val_loss: 0.0311594 | Time: 1963.33 ms
[2022-04-11 17:41:48 main:574] : INFO : Epoch 1946 | loss: 0.0311463 | val_loss: 0.0311618 | Time: 1962.14 ms
[2022-04-11 17:41:50 main:574] : INFO : Epoch 1947 | loss: 0.0311454 | val_loss: 0.0311581 | Time: 1941.97 ms
[2022-04-11 17:41:52 main:574] : INFO : Epoch 1948 | loss: 0.031145 | val_loss: 0.0311584 | Time: 1971.04 ms
[2022-04-11 17:41:54 main:574] : INFO : Epoch 1949 | loss: 0.031144 | val_loss: 0.0311582 | Time: 1999.76 ms
[2022-04-11 17:41:56 main:574] : INFO : Epoch 1950 | loss: 0.0311416 | val_loss: 0.0311587 | Time: 2086.7 ms
[2022-04-11 17:41:58 main:574] : INFO : Epoch 1951 | loss: 0.0311412 | val_loss: 0.0311585 | Time: 2045.71 ms
[2022-04-11 17:42:00 main:574] : INFO : Epoch 1952 | loss: 0.0311416 | val_loss: 0.0311603 | Time: 2000.07 ms
[2022-04-11 17:42:02 main:574] : INFO : Epoch 1953 | loss: 0.0311434 | val_loss: 0.0311613 | Time: 2021.84 ms
[2022-04-11 17:42:04 main:574] : INFO : Epoch 1954 | loss: 0.0311408 | val_loss: 0.0311593 | Time: 2000.57 ms
[2022-04-11 17:42:06 main:574] : INFO : Epoch 1955 | loss: 0.0311417 | val_loss: 0.0311626 | Time: 1977.92 ms
[2022-04-11 17:42:08 main:574] : INFO : Epoch 1956 | loss: 0.0311424 | val_loss: 0.0311614 | Time: 2007.78 ms
[2022-04-11 17:42:10 main:574] : INFO : Epoch 1957 | loss: 0.0311445 | val_loss: 0.0311627 | Time: 2039.93 ms
[2022-04-11 17:42:12 main:574] : INFO : Epoch 1958 | loss: 0.0311435 | val_loss: 0.0311607 | Time: 1976.88 ms
[2022-04-11 17:42:14 main:574] : INFO : Epoch 1959 | loss: 0.0311413 | val_loss: 0.0311606 | Time: 1982.46 ms
[2022-04-11 17:42:16 main:574] : INFO : Epoch 1960 | loss: 0.03114 | val_loss: 0.0311588 | Time: 1982.4 ms
[2022-04-11 17:42:18 main:574] : INFO : Epoch 1961 | loss: 0.0311418 | val_loss: 0.0311579 | Time: 1986.24 ms
[2022-04-11 17:42:20 main:574] : INFO : Epoch 1962 | loss: 0.031145 | val_loss: 0.0311561 | Time: 2018.41 ms
[2022-04-11 17:42:22 main:574] : INFO : Epoch 1963 | loss: 0.0311415 | val_loss: 0.031154 | Time: 1956.69 ms
[2022-04-11 17:42:24 main:574] : INFO : Epoch 1964 | loss: 0.0311384 | val_loss: 0.031156 | Time: 1963.06 ms
[2022-04-11 17:42:26 main:574] : INFO : Epoch 1965 | loss: 0.0311439 | val_loss: 0.0311506 | Time: 1994.05 ms
[2022-04-11 17:42:28 main:574] : INFO : Epoch 1966 | loss: 0.031143 | val_loss: 0.031151 | Time: 1997.73 ms
[2022-04-11 17:42:30 main:574] : INFO : Epoch 1967 | loss: 0.0311407 | val_loss: 0.0311511 | Time: 1987.88 ms
[2022-04-11 17:42:32 main:574] : INFO : Epoch 1968 | loss: 0.031139 | val_loss: 0.0311508 | Time: 1997.85 ms
[2022-04-11 17:42:34 main:574] : INFO : Epoch 1969 | loss: 0.0311377 | val_loss: 0.0311518 | Time: 1992.7 ms
[2022-04-11 17:42:36 main:574] : INFO : Epoch 1970 | loss: 0.031137 | val_loss: 0.0311549 | Time: 1977.36 ms
[2022-04-11 17:42:38 main:574] : INFO : Epoch 1971 | loss: 0.0311387 | val_loss: 0.0311518 | Time: 1986.59 ms
[2022-04-11 17:42:40 main:574] : INFO : Epoch 1972 | loss: 0.031141 | val_loss: 0.0311558 | Time: 1970.88 ms
[2022-04-11 17:42:42 main:574] : INFO : Epoch 1973 | loss: 0.0311374 | val_loss: 0.0311505 | Time: 1962.56 ms
[2022-04-11 17:42:44 main:574] : INFO : Epoch 1974 | loss: 0.0311359 | val_loss: 0.0311519 | Time: 1973.61 ms
[2022-04-11 17:42:46 main:574] : INFO : Epoch 1975 | loss: 0.0311346 | val_loss: 0.0311489 | Time: 1999.18 ms
[2022-04-11 17:42:48 main:574] : INFO : Epoch 1976 | loss: 0.0311358 | val_loss: 0.0311476 | Time: 1982.68 ms
[2022-04-11 17:42:50 main:574] : INFO : Epoch 1977 | loss: 0.0311344 | val_loss: 0.031147 | Time: 1971.41 ms
[2022-04-11 17:42:52 main:574] : INFO : Epoch 1978 | loss: 0.0311355 | val_loss: 0.0311475 | Time: 1996.7 ms
[2022-04-11 17:42:54 main:574] : INFO : Epoch 1979 | loss: 0.0311352 | val_loss: 0.0311488 | Time: 1970.87 ms
[2022-04-11 17:42:56 main:574] : INFO : Epoch 1980 | loss: 0.0311337 | val_loss: 0.0311486 | Time: 1979.86 ms
[2022-04-11 17:42:58 main:574] : INFO : Epoch 1981 | loss: 0.0311333 | val_loss: 0.031149 | Time: 1969.87 ms
[2022-04-11 17:43:00 main:574] : INFO : Epoch 1982 | loss: 0.0311329 | val_loss: 0.031149 | Time: 1990.67 ms
[2022-04-11 17:43:02 main:574] : INFO : Epoch 1983 | loss: 0.0311348 | val_loss: 0.0311525 | Time: 2003.69 ms
[2022-04-11 17:43:04 main:574] : INFO : Epoch 1984 | loss: 0.0311333 | val_loss: 0.0311505 | Time: 1992.17 ms
[2022-04-11 17:43:06 main:574] : INFO : Epoch 1985 | loss: 0.0311352 | val_loss: 0.0311515 | Time: 1968.77 ms
[2022-04-11 17:43:08 main:574] : INFO : Epoch 1986 | loss: 0.0311372 | val_loss: 0.0311512 | Time: 1994.38 ms
[2022-04-11 17:43:10 main:574] : INFO : Epoch 1987 | loss: 0.0311341 | val_loss: 0.0311521 | Time: 1975.49 ms
[2022-04-11 17:43:12 main:574] : INFO : Epoch 1988 | loss: 0.0311371 | val_loss: 0.0311555 | Time: 1985.77 ms
[2022-04-11 17:43:14 main:574] : INFO : Epoch 1989 | loss: 0.0311361 | val_loss: 0.0311507 | Time: 1959.1 ms
[2022-04-11 17:43:16 main:574] : INFO : Epoch 1990 | loss: 0.0311337 | val_loss: 0.0311487 | Time: 1971.59 ms
[2022-04-11 17:43:18 main:574] : INFO : Epoch 1991 | loss: 0.0311317 | val_loss: 0.0311482 | Time: 1961.34 ms
[2022-04-11 17:43:20 main:574] : INFO : Epoch 1992 | loss: 0.0311309 | val_loss: 0.0311477 | Time: 1973.51 ms
[2022-04-11 17:43:22 main:574] : INFO : Epoch 1993 | loss: 0.0311306 | val_loss: 0.0311511 | Time: 1983.18 ms
[2022-04-11 17:43:24 main:574] : INFO : Epoch 1994 | loss: 0.0311302 | val_loss: 0.0311509 | Time: 1962.13 ms
[2022-04-11 17:43:26 main:574] : INFO : Epoch 1995 | loss: 0.0311289 | val_loss: 0.0311492 | Time: 1995.12 ms
[2022-04-11 17:43:28 main:574] : INFO : Epoch 1996 | loss: 0.0311287 | val_loss: 0.0311479 | Time: 1998.56 ms
[2022-04-11 17:43:30 main:574] : INFO : Epoch 1997 | loss: 0.0311295 | val_loss: 0.0311525 | Time: 1953.58 ms
[2022-04-11 17:43:32 main:574] : INFO : Epoch 1998 | loss: 0.0311286 | val_loss: 0.0311487 | Time: 1967.79 ms
[2022-04-11 17:43:34 main:574] : INFO : Epoch 1999 | loss: 0.0311289 | val_loss: 0.0311501 | Time: 1984.59 ms
[2022-04-11 17:43:36 main:574] : INFO : Epoch 2000 | loss: 0.0311301 | val_loss: 0.0311516 | Time: 1978.49 ms
[2022-04-11 17:43:38 main:574] : INFO : Epoch 2001 | loss: 0.0311304 | val_loss: 0.0311518 | Time: 1970.42 ms
[2022-04-11 17:43:40 main:574] : INFO : Epoch 2002 | loss: 0.0311303 | val_loss: 0.0311503 | Time: 1957.88 ms
[2022-04-11 17:43:42 main:574] : INFO : Epoch 2003 | loss: 0.0311281 | val_loss: 0.0311518 | Time: 1972.54 ms
[2022-04-11 17:43:43 main:574] : INFO : Epoch 2004 | loss: 0.031131 | val_loss: 0.0311544 | Time: 1952.11 ms
[2022-04-11 17:43:45 main:574] : INFO : Epoch 2005 | loss: 0.0311312 | val_loss: 0.0311518 | Time: 1981.37 ms
[2022-04-11 17:43:47 main:574] : INFO : Epoch 2006 | loss: 0.0311295 | val_loss: 0.031156 | Time: 1994.9 ms
[2022-04-11 17:43:49 main:574] : INFO : Epoch 2007 | loss: 0.0311312 | val_loss: 0.031151 | Time: 1986.74 ms
[2022-04-11 17:43:51 main:574] : INFO : Epoch 2008 | loss: 0.0311285 | val_loss: 0.0311506 | Time: 1958.78 ms
[2022-04-11 17:43:53 main:574] : INFO : Epoch 2009 | loss: 0.0311262 | val_loss: 0.0311524 | Time: 1982.65 ms
[2022-04-11 17:43:55 main:574] : INFO : Epoch 2010 | loss: 0.0311259 | val_loss: 0.0311517 | Time: 1981.35 ms
[2022-04-11 17:43:57 main:574] : INFO : Epoch 2011 | loss: 0.0311257 | val_loss: 0.0311493 | Time: 2014.43 ms
[2022-04-11 17:43:59 main:574] : INFO : Epoch 2012 | loss: 0.031126 | val_loss: 0.0311499 | Time: 2023.84 ms
[2022-04-11 17:44:01 main:574] : INFO : Epoch 2013 | loss: 0.0311266 | val_loss: 0.0311515 | Time: 1980.75 ms
[2022-04-11 17:44:03 main:574] : INFO : Epoch 2014 | loss: 0.0311272 | val_loss: 0.0311498 | Time: 1972.31 ms
[2022-04-11 17:44:05 main:574] : INFO : Epoch 2015 | loss: 0.0311272 | val_loss: 0.0311506 | Time: 1995.32 ms
[2022-04-11 17:44:07 main:574] : INFO : Epoch 2016 | loss: 0.0311281 | val_loss: 0.0311489 | Time: 1980.24 ms
[2022-04-11 17:44:09 main:574] : INFO : Epoch 2017 | loss: 0.0311285 | val_loss: 0.0311519 | Time: 1969.68 ms
[2022-04-11 17:44:11 main:574] : INFO : Epoch 2018 | loss: 0.0311298 | val_loss: 0.0311518 | Time: 1989.84 ms
[2022-04-11 17:44:13 main:574] : INFO : Epoch 2019 | loss: 0.0311315 | val_loss: 0.03115 | Time: 1981.02 ms
[2022-04-11 17:44:15 main:574] : INFO : Epoch 2020 | loss: 0.0311294 | val_loss: 0.0311502 | Time: 1956.93 ms
[2022-04-11 17:44:17 main:574] : INFO : Epoch 2021 | loss: 0.031129 | val_loss: 0.0311494 | Time: 1976.83 ms
[2022-04-11 17:44:19 main:574] : INFO : Epoch 2022 | loss: 0.0311273 | val_loss: 0.031152 | Time: 1974.94 ms
[2022-04-11 17:44:21 main:574] : INFO : Epoch 2023 | loss: 0.0311284 | val_loss: 0.0311507 | Time: 1976.05 ms
[2022-04-11 17:44:23 main:574] : INFO : Epoch 2024 | loss: 0.0311272 | val_loss: 0.0311484 | Time: 1969.39 ms
[2022-04-11 17:44:25 main:574] : INFO : Epoch 2025 | loss: 0.0311281 | val_loss: 0.0311494 | Time: 1966.72 ms
[2022-04-11 17:44:27 main:574] : INFO : Epoch 2026 | loss: 0.0311273 | val_loss: 0.0311489 | Time: 1963.58 ms
[2022-04-11 17:44:29 main:574] : INFO : Epoch 2027 | loss: 0.0311283 | val_loss: 0.031153 | Time: 1963.83 ms
[2022-04-11 17:44:31 main:574] : INFO : Epoch 2028 | loss: 0.031126 | val_loss: 0.0311501 | Time: 1973.76 ms
[2022-04-11 17:44:33 main:574] : INFO : Epoch 2029 | loss: 0.0311256 | val_loss: 0.0311508 | Time: 1954 ms
[2022-04-11 17:44:35 main:574] : INFO : Epoch 2030 | loss: 0.0311248 | val_loss: 0.0311517 | Time: 1960.5 ms
[2022-04-11 17:44:37 main:574] : INFO : Epoch 2031 | loss: 0.0311245 | val_loss: 0.0311519 | Time: 1962.1 ms
[2022-04-11 17:44:39 main:574] : INFO : Epoch 2032 | loss: 0.0311255 | val_loss: 0.0311502 | Time: 1966.34 ms
[2022-04-11 17:44:41 main:574] : INFO : Epoch 2033 | loss: 0.0311248 | val_loss: 0.0311478 | Time: 1972.84 ms
[2022-04-11 17:44:43 main:574] : INFO : Epoch 2034 | loss: 0.0311271 | val_loss: 0.0311535 | Time: 1980.73 ms
[2022-04-11 17:44:45 main:574] : INFO : Epoch 2035 | loss: 0.0311252 | val_loss: 0.0311516 | Time: 1993.97 ms
[2022-04-11 17:44:47 main:574] : INFO : Epoch 2036 | loss: 0.0311279 | val_loss: 0.0311488 | Time: 1998.24 ms
[2022-04-11 17:44:49 main:574] : INFO : Epoch 2037 | loss: 0.0311293 | val_loss: 0.0311475 | Time: 2009.49 ms
[2022-04-11 17:44:51 main:574] : INFO : Epoch 2038 | loss: 0.0311308 | val_loss: 0.0311498 | Time: 1954.31 ms
[2022-04-11 17:44:53 main:574] : INFO : Epoch 2039 | loss: 0.0311263 | val_loss: 0.0311524 | Time: 2005.45 ms
[2022-04-11 17:44:55 main:574] : INFO : Epoch 2040 | loss: 0.0311263 | val_loss: 0.0311513 | Time: 2001.54 ms
[2022-04-11 17:44:57 main:574] : INFO : Epoch 2041 | loss: 0.0311271 | val_loss: 0.0311519 | Time: 2000.49 ms
[2022-04-11 17:44:59 main:574] : INFO : Epoch 2042 | loss: 0.0311248 | val_loss: 0.0311516 | Time: 1973.65 ms
[2022-04-11 17:45:01 main:574] : INFO : Epoch 2043 | loss: 0.0311253 | val_loss: 0.0311534 | Time: 1978.62 ms
[2022-04-11 17:45:03 main:574] : INFO : Epoch 2044 | loss: 0.0311241 | val_loss: 0.0311543 | Time: 2001.72 ms
[2022-04-11 17:45:05 main:574] : INFO : Epoch 2045 | loss: 0.0311252 | val_loss: 0.0311486 | Time: 2011.98 ms
[2022-04-11 17:45:07 main:574] : INFO : Epoch 2046 | loss: 0.0311268 | val_loss: 0.0311471 | Time: 1997.15 ms
[2022-04-11 17:45:09 main:574] : INFO : Epoch 2047 | loss: 0.0311265 | val_loss: 0.031146 | Time: 1981.7 ms
[2022-04-11 17:45:11 main:574] : INFO : Epoch 2048 | loss: 0.0311247 | val_loss: 0.0311445 | Time: 1993.74 ms
[2022-04-11 17:45:11 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311445
[2022-04-11 17:45:11 main:603] : INFO : Saving end state to config to file
[2022-04-11 17:45:11 main:608] : INFO : Success, exiting..
17:45:11 (30652): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)