Upload entire folder with structure in one commit
Browse files- checkpoint.pth +1 -1
- checkpoint_best.pth +1 -1
- log.txt +300 -1
checkpoint.pth
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
size 370046796
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:e39888b6de5a7f1798a76803e0bb8c068841b4afd9a304e18d4d04aadcc715d4
|
| 3 |
size 370046796
|
checkpoint_best.pth
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
size 370053319
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:f810b5b805bf3bde9eaeef66b2f99f51a7beff8b397ec2688bdf436c9ebd4460
|
| 3 |
size 370053319
|
log.txt
CHANGED
|
@@ -1 +1,300 @@
|
|
| 1 |
-
{"train_lr": 9.99999999999998e-07, "train_loss": 3.
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{"train_lr": 9.99999999999998e-07, "train_loss": 3.9138784541950358, "test_loss": 3.7405170372554233, "test_acc1": 8.50801514226911, "test_acc5": 27.86683196174819, "epoch": 0}
|
| 2 |
+
{"train_lr": 9.99999999999998e-07, "train_loss": 3.843777549850357, "test_loss": 3.594141347067697, "test_acc1": 15.844637292233996, "test_acc5": 43.711469958360624, "epoch": 1}
|
| 3 |
+
{"train_lr": 7.199999999999983e-06, "train_loss": 3.779189256521372, "test_loss": 3.2893059934888567, "test_acc1": 19.913687476688484, "test_acc5": 52.65104977270237, "epoch": 2}
|
| 4 |
+
{"train_lr": 1.34e-05, "train_loss": 3.726336062371314, "test_loss": 3.137294224330357, "test_acc1": 20.03699228119762, "test_acc5": 56.16523036651047, "epoch": 3}
|
| 5 |
+
{"train_lr": 1.9599999999999968e-05, "train_loss": 3.6850407173583557, "test_loss": 3.0707875660487582, "test_acc1": 20.098644389471204, "test_acc5": 56.16523036651047, "epoch": 4}
|
| 6 |
+
{"train_lr": 2.5799999999999956e-05, "train_loss": 3.66224830967563, "test_loss": 3.000732285635812, "test_acc1": 22.56473599820778, "test_acc5": 60.17262845209876, "epoch": 5}
|
| 7 |
+
{"train_lr": 3.199999999999994e-05, "train_loss": 3.643903672278344, "test_loss": 3.0062129156930104, "test_acc1": 23.427867546034506, "test_acc5": 58.0147986123947, "epoch": 6}
|
| 8 |
+
{"train_lr": 3.820000000000008e-05, "train_loss": 3.628627028498616, "test_loss": 2.8684351784842357, "test_acc1": 25.585697517442057, "test_acc5": 61.89889222508441, "epoch": 7}
|
| 9 |
+
{"train_lr": 4.4399999999999995e-05, "train_loss": 3.6219542910169054, "test_loss": 2.9004898411887035, "test_acc1": 24.04439048908201, "test_acc5": 61.96054428044142, "epoch": 8}
|
| 10 |
+
{"train_lr": 5.0599999999999834e-05, "train_loss": 3.593247286923282, "test_loss": 2.8952554294041226, "test_acc1": 25.03082719889875, "test_acc5": 62.1455009262894, "epoch": 9}
|
| 11 |
+
{"train_lr": 5.680000000000004e-05, "train_loss": 3.548190797125543, "test_loss": 2.799995047705514, "test_acc1": 26.880395545912435, "test_acc5": 63.131938562734206, "epoch": 10}
|
| 12 |
+
{"train_lr": 6.299999999999995e-05, "train_loss": 3.5197326603469317, "test_loss": 2.7134762491498674, "test_acc1": 31.81257835181221, "test_acc5": 68.06412011745091, "epoch": 11}
|
| 13 |
+
{"train_lr": 6.920000000000011e-05, "train_loss": 3.5120372788889425, "test_loss": 2.797148125512259, "test_acc1": 27.62022314059896, "test_acc5": 64.54994057256697, "epoch": 12}
|
| 14 |
+
{"train_lr": 7.539999999999983e-05, "train_loss": 3.4575646240394433, "test_loss": 2.7677640233721053, "test_acc1": 27.620222550285142, "test_acc5": 63.563504413082626, "epoch": 13}
|
| 15 |
+
{"train_lr": 8.159999999999986e-05, "train_loss": 3.4837209928285824, "test_loss": 2.733019999095372, "test_acc1": 28.421702529587375, "test_acc5": 65.65968142131989, "epoch": 14}
|
| 16 |
+
{"train_lr": 8.780000000000021e-05, "train_loss": 3.4092159604692793, "test_loss": 2.5771569865090505, "test_acc1": 33.04562354881578, "test_acc5": 68.55733893096962, "epoch": 15}
|
| 17 |
+
{"train_lr": 9.400000000000021e-05, "train_loss": 3.4154231748380863, "test_loss": 2.7149041380201067, "test_acc1": 26.01726363825298, "test_acc5": 65.90629072459794, "epoch": 16}
|
| 18 |
+
{"train_lr": 0.00010019999999999996, "train_loss": 3.395369436357405, "test_loss": 2.7085469450269426, "test_acc1": 28.05178903328064, "test_acc5": 67.50925207549635, "epoch": 17}
|
| 19 |
+
{"train_lr": 0.00010639999999999989, "train_loss": 3.395716333722735, "test_loss": 2.6280413014548167, "test_acc1": 30.82614163964362, "test_acc5": 69.11220914132792, "epoch": 18}
|
| 20 |
+
{"train_lr": 0.00011259999999999963, "train_loss": 3.3458117471708286, "test_loss": 2.5941436290740967, "test_acc1": 30.147966497776395, "test_acc5": 66.33785657494636, "epoch": 19}
|
| 21 |
+
{"train_lr": 0.00011880000000000006, "train_loss": 3.3368829747180007, "test_loss": 2.4155235631125316, "test_acc1": 36.06658511273517, "test_acc5": 71.94821449213933, "epoch": 20}
|
| 22 |
+
{"train_lr": 0.00012364515124549592, "train_loss": 3.3137435479597612, "test_loss": 2.4360170704977855, "test_acc1": 32.8606677872626, "test_acc5": 69.54377576308245, "epoch": 21}
|
| 23 |
+
{"train_lr": 0.0001235068392402025, "train_loss": 3.3230118067948133, "test_loss": 2.309401103428432, "test_acc1": 37.85450130091054, "test_acc5": 73.98273866890979, "epoch": 22}
|
| 24 |
+
{"train_lr": 0.00012336189197813607, "train_loss": 3.296285932714289, "test_loss": 2.560044458934239, "test_acc1": 30.14796629081378, "test_acc5": 66.83107570361268, "epoch": 23}
|
| 25 |
+
{"train_lr": 0.0001232103253543979, "train_loss": 3.2646432273037784, "test_loss": 2.289419957569667, "test_acc1": 37.60789259735371, "test_acc5": 73.79778336831879, "epoch": 24}
|
| 26 |
+
{"train_lr": 0.00012305215598997513, "train_loss": 3.271271142092618, "test_loss": 2.4051967688969205, "test_acc1": 35.08014955532389, "test_acc5": 68.43403389833124, "epoch": 25}
|
| 27 |
+
{"train_lr": 0.00012288740122992254, "train_loss": 3.2547551085065294, "test_loss": 2.199161870138986, "test_acc1": 41.43033454038947, "test_acc5": 76.69544113667179, "epoch": 26}
|
| 28 |
+
{"train_lr": 0.0001227160791414553, "train_loss": 3.216454899394429, "test_loss": 2.29659788949149, "test_acc1": 40.0123325446678, "test_acc5": 76.38717901603802, "epoch": 27}
|
| 29 |
+
{"train_lr": 0.0001225382085119703, "train_loss": 3.210018067926794, "test_loss": 2.2382878916604176, "test_acc1": 41.30703078245264, "test_acc5": 76.57213746810518, "epoch": 28}
|
| 30 |
+
{"train_lr": 0.00012235380884698807, "train_loss": 3.2099364270697106, "test_loss": 2.159097909927368, "test_acc1": 42.725032637063435, "test_acc5": 79.22318454088618, "epoch": 29}
|
| 31 |
+
{"train_lr": 0.00012216290036800917, "train_loss": 3.2254295732591536, "test_loss": 2.238940034593855, "test_acc1": 37.731197169029905, "test_acc5": 76.44882992369327, "epoch": 30}
|
| 32 |
+
{"train_lr": 0.00012196550401029926, "train_loss": 3.2216431761121416, "test_loss": 2.1589436190468922, "test_acc1": 41.86190043307115, "test_acc5": 76.81874608464365, "epoch": 31}
|
| 33 |
+
{"train_lr": 0.00012176164142059404, "train_loss": 3.22235131930638, "test_loss": 2.275576557431902, "test_acc1": 36.868065110852186, "test_acc5": 77.5585713039638, "epoch": 32}
|
| 34 |
+
{"train_lr": 0.00012155133495472428, "train_loss": 3.161698187981452, "test_loss": 2.0699211869921004, "test_acc1": 43.83477372570485, "test_acc5": 79.96301183923987, "epoch": 33}
|
| 35 |
+
{"train_lr": 0.0001213346076751621, "train_loss": 3.1555510650981557, "test_loss": 1.996853964669364, "test_acc1": 45.00616678974043, "test_acc5": 82.18249419526313, "epoch": 34}
|
| 36 |
+
{"train_lr": 0.00012111148334849709, "train_loss": 3.1260195228603336, "test_loss": 1.9767735174724035, "test_acc1": 46.73243140939132, "test_acc5": 81.31936288026934, "epoch": 35}
|
| 37 |
+
{"train_lr": 0.00012088198644282652, "train_loss": 3.1651177789781477, "test_loss": 2.109498313495091, "test_acc1": 45.68434206331114, "test_acc5": 79.96301230020205, "epoch": 36}
|
| 38 |
+
{"train_lr": 0.00012064614212507188, "train_loss": 3.1233198159224504, "test_loss": 1.9964891501835413, "test_acc1": 44.88286287658165, "test_acc5": 80.70283889300138, "epoch": 37}
|
| 39 |
+
{"train_lr": 0.0001204039762582197, "train_loss": 3.0870056569159448, "test_loss": 1.9357829093933105, "test_acc1": 46.115907911307715, "test_acc5": 83.29223607412543, "epoch": 38}
|
| 40 |
+
{"train_lr": 0.00012015551539848682, "train_loss": 3.097150322440621, "test_loss": 1.9620033161980766, "test_acc1": 45.74599430446413, "test_acc5": 81.68927825099884, "epoch": 39}
|
| 41 |
+
{"train_lr": 0.0001199007867924067, "train_loss": 3.0800513921084103, "test_loss": 1.9169152293886458, "test_acc1": 49.13687009611494, "test_acc5": 82.86067081173898, "epoch": 40}
|
| 42 |
+
{"train_lr": 0.00011963981837384097, "train_loss": 3.1038306876496002, "test_loss": 1.8816381181989397, "test_acc1": 48.76695571316156, "test_acc5": 86.00493711196391, "epoch": 41}
|
| 43 |
+
{"train_lr": 0.0001193726387609186, "train_loss": 3.0345927418528738, "test_loss": 1.8335471153259277, "test_acc1": 51.72626545690873, "test_acc5": 84.64858591100878, "epoch": 42}
|
| 44 |
+
{"train_lr": 0.00011909927725289327, "train_loss": 3.0725231020600647, "test_loss": 1.7738326447350639, "test_acc1": 54.06905222468253, "test_acc5": 88.03946126991958, "epoch": 43}
|
| 45 |
+
{"train_lr": 0.00011881976382693616, "train_loss": 3.0619180102448365, "test_loss": 1.7304791041782923, "test_acc1": 54.685576484764844, "test_acc5": 86.92972086801775, "epoch": 44}
|
| 46 |
+
{"train_lr": 0.0001185341291348436, "train_loss": 3.002842087845702, "test_loss": 1.8853743757520403, "test_acc1": 49.44513176049022, "test_acc5": 82.98397321971512, "epoch": 45}
|
| 47 |
+
{"train_lr": 0.00011824240449967907, "train_loss": 3.0396780417515683, "test_loss": 1.876408474785941, "test_acc1": 49.75339277575548, "test_acc5": 85.0184989298904, "epoch": 46}
|
| 48 |
+
{"train_lr": 0.00011794462191233556, "train_loss": 2.988963450585212, "test_loss": 1.810597538948059, "test_acc1": 50.55487272213185, "test_acc5": 85.08015234931918, "epoch": 47}
|
| 49 |
+
{"train_lr": 0.0001176408140280296, "train_loss": 2.9494229763537856, "test_loss": 1.6793019941874914, "test_acc1": 55.240445876680084, "test_acc5": 86.31319769919286, "epoch": 48}
|
| 50 |
+
{"train_lr": 0.0001173310141627195, "train_loss": 2.990725775698682, "test_loss": 1.6832523345947266, "test_acc1": 57.336624187841075, "test_acc5": 87.29963443252808, "epoch": 49}
|
| 51 |
+
{"train_lr": 0.00011701525628945171, "train_loss": 3.0070833609654355, "test_loss": 1.558911919593811, "test_acc1": 58.199756476499886, "test_acc5": 88.84094209118336, "epoch": 50}
|
| 52 |
+
{"train_lr": 0.00011669357503463544, "train_loss": 2.9631977631495547, "test_loss": 1.5984574726649694, "test_acc1": 54.80888038381254, "test_acc5": 88.03946110058654, "epoch": 51}
|
| 53 |
+
{"train_lr": 0.00011636600567424425, "train_loss": 2.953492246307693, "test_loss": 1.7105322565351213, "test_acc1": 55.73366469019879, "test_acc5": 87.54624241877131, "epoch": 52}
|
| 54 |
+
{"train_lr": 0.00011603258412995132, "train_loss": 2.956766215237704, "test_loss": 1.5848936012813024, "test_acc1": 56.84340523321149, "test_acc5": 89.27250598949804, "epoch": 53}
|
| 55 |
+
{"train_lr": 0.0001156933469651857, "train_loss": 2.9472206005683312, "test_loss": 1.6906442982809884, "test_acc1": 55.54870822779495, "test_acc5": 88.40937483442991, "epoch": 54}
|
| 56 |
+
{"train_lr": 0.00011534833138112513, "train_loss": 2.9297611713409424, "test_loss": 1.4922246081488473, "test_acc1": 59.371148679759145, "test_acc5": 90.62885836637712, "epoch": 55}
|
| 57 |
+
{"train_lr": 0.00011499757521261606, "train_loss": 2.912835114485734, "test_loss": 1.8705738271985735, "test_acc1": 49.69174088973153, "test_acc5": 82.7373656662119, "epoch": 56}
|
| 58 |
+
{"train_lr": 0.00011464111692402625, "train_loss": 2.9223315315646725, "test_loss": 1.5773916585104806, "test_acc1": 58.19975580387139, "test_acc5": 88.47102781171128, "epoch": 57}
|
| 59 |
+
{"train_lr": 0.00011427899560502279, "train_loss": 2.9217703575854537, "test_loss": 1.6434605462210519, "test_acc1": 57.6448850196622, "test_acc5": 89.33415905144594, "epoch": 58}
|
| 60 |
+
{"train_lr": 0.00011391125096628939, "train_loss": 2.926985078758293, "test_loss": 1.5302670512880598, "test_acc1": 58.199755944982265, "test_acc5": 90.75216222309155, "epoch": 59}
|
| 61 |
+
{"train_lr": 0.00011353792333517045, "train_loss": 2.8873091277542646, "test_loss": 1.4970509324754988, "test_acc1": 61.03576146983042, "test_acc5": 90.62885757615622, "epoch": 60}
|
| 62 |
+
{"train_lr": 0.0001131590536512466, "train_loss": 2.910551808097146, "test_loss": 1.5301707131522042, "test_acc1": 61.0974122222637, "test_acc5": 89.82737718763245, "epoch": 61}
|
| 63 |
+
{"train_lr": 0.0001127746834618491, "train_loss": 2.865180787506637, "test_loss": 1.5384421007973808, "test_acc1": 58.199756020241395, "test_acc5": 90.38224895961775, "epoch": 62}
|
| 64 |
+
{"train_lr": 0.0001123848549174999, "train_loss": 2.8536084181778913, "test_loss": 1.417502420289176, "test_acc1": 63.99506959080255, "test_acc5": 90.443900300013, "epoch": 63}
|
| 65 |
+
{"train_lr": 0.00011198961076729262, "train_loss": 2.8530866366166334, "test_loss": 1.3978708641869682, "test_acc1": 62.51541526220583, "test_acc5": 91.43033793645782, "epoch": 64}
|
| 66 |
+
{"train_lr": 0.00011158899435420229, "train_loss": 2.860843102415125, "test_loss": 1.5121531997408186, "test_acc1": 60.60419435889153, "test_acc5": 90.19729247369543, "epoch": 65}
|
| 67 |
+
{"train_lr": 0.00011118304961033224, "train_loss": 2.858517078252939, "test_loss": 1.40185580934797, "test_acc1": 62.39211080812203, "test_acc5": 91.12207532663969, "epoch": 66}
|
| 68 |
+
{"train_lr": 0.00011077182105209877, "train_loss": 2.8543102907967732, "test_loss": 1.3576040778841292, "test_acc1": 64.5499396553463, "test_acc5": 90.99877056681567, "epoch": 67}
|
| 69 |
+
{"train_lr": 0.00011035535377534749, "train_loss": 2.8076828893248016, "test_loss": 1.330936346735273, "test_acc1": 66.58446731755531, "test_acc5": 92.41677376668345, "epoch": 68}
|
| 70 |
+
{"train_lr": 0.00010993369345040915, "train_loss": 2.81958406288307, "test_loss": 1.3653952394212996, "test_acc1": 64.11837458110767, "test_acc5": 91.49198861833565, "epoch": 69}
|
| 71 |
+
{"train_lr": 0.0001095068863170883, "train_loss": 2.8605829969152703, "test_loss": 1.3657886811665125, "test_acc1": 63.56350405560175, "test_acc5": 91.86190347165862, "epoch": 70}
|
| 72 |
+
{"train_lr": 0.00010907497917959878, "train_loss": 2.838907125946525, "test_loss": 1.4163150957652502, "test_acc1": 61.34402265913243, "test_acc5": 90.81381501222509, "epoch": 71}
|
| 73 |
+
{"train_lr": 0.00010863801940142393, "train_loss": 2.7778835663428674, "test_loss": 1.346153906413487, "test_acc1": 64.3033311705113, "test_acc5": 92.66338227033322, "epoch": 72}
|
| 74 |
+
{"train_lr": 0.0001081960549001275, "train_loss": 2.7914809030252736, "test_loss": 1.362774440220424, "test_acc1": 63.74846174567019, "test_acc5": 91.67694671292193, "epoch": 73}
|
| 75 |
+
{"train_lr": 0.0001077491341420988, "train_loss": 2.7860549246514594, "test_loss": 1.3205970696040563, "test_acc1": 65.78298678321697, "test_acc5": 92.66338235499974, "epoch": 74}
|
| 76 |
+
{"train_lr": 0.00010729730613723417, "train_loss": 2.7863478427166704, "test_loss": 1.4224258320672172, "test_acc1": 63.19359054753578, "test_acc5": 91.30703106937808, "epoch": 75}
|
| 77 |
+
{"train_lr": 0.00010684062043356603, "train_loss": 2.766274465547575, "test_loss": 1.3687047277178084, "test_acc1": 65.96794437450781, "test_acc5": 92.90999061405732, "epoch": 76}
|
| 78 |
+
{"train_lr": 0.00010637912711182854, "train_loss": 2.795036546000234, "test_loss": 1.3260677712304252, "test_acc1": 65.96794251184429, "test_acc5": 92.35512204058514, "epoch": 77}
|
| 79 |
+
{"train_lr": 0.00010591287677996558, "train_loss": 2.734457481991161, "test_loss": 1.2687907218933105, "test_acc1": 69.05055698248961, "test_acc5": 93.4648606362678, "epoch": 78}
|
| 80 |
+
{"train_lr": 0.00010544192056757839, "train_loss": 2.7827388039835683, "test_loss": 1.3052571160452706, "test_acc1": 68.86559853042245, "test_acc5": 91.9235544263508, "epoch": 79}
|
| 81 |
+
{"train_lr": 0.00010496631012032498, "train_loss": 2.7656687889899407, "test_loss": 1.299242581639971, "test_acc1": 66.27620297207345, "test_acc5": 92.72503462672674, "epoch": 80}
|
| 82 |
+
{"train_lr": 0.00010448609759424942, "train_loss": 2.7170005261481225, "test_loss": 1.2272831542151315, "test_acc1": 68.55733848411852, "test_acc5": 92.72503607546504, "epoch": 81}
|
| 83 |
+
{"train_lr": 0.00010400133565006625, "train_loss": 2.7157743318931207, "test_loss": 1.284160920551845, "test_acc1": 66.02959403568367, "test_acc5": 92.66338145189015, "epoch": 82}
|
| 84 |
+
{"train_lr": 0.00010351207744738674, "train_loss": 2.715383474643414, "test_loss": 1.333963394165039, "test_acc1": 66.33785806601792, "test_acc5": 92.23181709261328, "epoch": 83}
|
| 85 |
+
{"train_lr": 0.00010301837663888488, "train_loss": 2.698328949354745, "test_loss": 1.3033488648278373, "test_acc1": 67.07768333237503, "test_acc5": 92.7250339964315, "epoch": 84}
|
| 86 |
+
{"train_lr": 0.00010252028736441876, "train_loss": 2.684765950783149, "test_loss": 1.3443144389561243, "test_acc1": 65.65968137898663, "test_acc5": 90.93711805049647, "epoch": 85}
|
| 87 |
+
{"train_lr": 0.00010201786424508984, "train_loss": 2.671233896608953, "test_loss": 1.2581315892083305, "test_acc1": 67.01603345012548, "test_acc5": 92.60173202119537, "epoch": 86}
|
| 88 |
+
{"train_lr": 0.00010151116237725559, "train_loss": 2.6957724444516056, "test_loss": 1.3361630269459315, "test_acc1": 66.0912489508877, "test_acc5": 91.98520603956041, "epoch": 87}
|
| 89 |
+
{"train_lr": 0.00010100023732648481, "train_loss": 2.7249141889852244, "test_loss": 1.3100605351584298, "test_acc1": 66.39950949578338, "test_acc5": 92.04686102061619, "epoch": 88}
|
| 90 |
+
{"train_lr": 0.00010048514512146741, "train_loss": 2.6632168368026092, "test_loss": 1.2631043706621443, "test_acc1": 68.92725104674165, "test_acc5": 93.34155888680907, "epoch": 89}
|
| 91 |
+
{"train_lr": 9.996594224786836e-05, "train_loss": 2.685900659827919, "test_loss": 1.2691284588405065, "test_acc1": 67.01602999761278, "test_acc5": 94.01973222010527, "epoch": 90}
|
| 92 |
+
{"train_lr": 9.94426856421333e-05, "train_loss": 2.7320754211265723, "test_loss": 1.288466419492449, "test_acc1": 69.72873195267194, "test_acc5": 93.52651408391876, "epoch": 91}
|
| 93 |
+
{"train_lr": 9.891543268524633e-05, "train_loss": 2.66914835259631, "test_loss": 1.216462424823216, "test_acc1": 68.68064513953193, "test_acc5": 93.9580816699309, "epoch": 92}
|
| 94 |
+
{"train_lr": 9.838424119643469e-05, "train_loss": 2.6386415966740855, "test_loss": 1.2556028025490897, "test_acc1": 69.54377684022877, "test_acc5": 94.08138555486752, "epoch": 93}
|
| 95 |
+
{"train_lr": 9.784916942683236e-05, "train_loss": 2.620630470189181, "test_loss": 1.1090905666351318, "test_acc1": 72.87299906663624, "test_acc5": 95.06782237286926, "epoch": 94}
|
| 96 |
+
{"train_lr": 9.731027605308764e-05, "train_loss": 2.605680901687462, "test_loss": 1.131889922278268, "test_acc1": 71.51664950256723, "test_acc5": 95.00616868062613, "epoch": 95}
|
| 97 |
+
{"train_lr": 9.676762017093143e-05, "train_loss": 2.658293406446497, "test_loss": 1.1490615436008997, "test_acc1": 73.36621657252752, "test_acc5": 95.6226926678941, "epoch": 96}
|
| 98 |
+
{"train_lr": 9.622126128869779e-05, "train_loss": 2.630657266069959, "test_loss": 1.144984917981284, "test_acc1": 71.82491000512967, "test_acc5": 94.94451725556436, "epoch": 97}
|
| 99 |
+
{"train_lr": 9.567125932079421e-05, "train_loss": 2.6634666611264635, "test_loss": 1.191514321735927, "test_acc1": 70.16029784535363, "test_acc5": 93.77312414919551, "epoch": 98}
|
| 100 |
+
{"train_lr": 9.511767458113435e-05, "train_loss": 2.6181192481434428, "test_loss": 1.0900467549051558, "test_acc1": 72.81134745342663, "test_acc5": 94.75955853068285, "epoch": 99}
|
| 101 |
+
{"train_lr": 9.456056777652286e-05, "train_loss": 2.648447235147436, "test_loss": 1.1184879115649633, "test_acc1": 73.73613131296179, "test_acc5": 95.12947480452193, "epoch": 100}
|
| 102 |
+
{"train_lr": 9.400000000000021e-05, "train_loss": 2.670968844340398, "test_loss": 1.137936532497406, "test_acc1": 72.50308650871682, "test_acc5": 95.25277838842202, "epoch": 101}
|
| 103 |
+
{"train_lr": 9.343603272413859e-05, "train_loss": 2.579333234500218, "test_loss": 1.1150918006896973, "test_acc1": 72.93465085388259, "test_acc5": 95.25277838842202, "epoch": 102}
|
| 104 |
+
{"train_lr": 9.286872779430649e-05, "train_loss": 2.5937505151842024, "test_loss": 1.1503163746425085, "test_acc1": 73.42786953569781, "test_acc5": 94.82121167729727, "epoch": 103}
|
| 105 |
+
{"train_lr": 9.229814742188135e-05, "train_loss": 2.6189487722370175, "test_loss": 1.1694307497569494, "test_acc1": 72.50308505997852, "test_acc5": 94.94451698275, "epoch": 104}
|
| 106 |
+
{"train_lr": 9.172435417743168e-05, "train_loss": 2.59598237401122, "test_loss": 1.19559189251491, "test_acc1": 71.63995363209604, "test_acc5": 94.32799236518682, "epoch": 105}
|
| 107 |
+
{"train_lr": 9.114741098385212e-05, "train_loss": 2.6022269559073283, "test_loss": 1.111622725214277, "test_acc1": 73.92108850443849, "test_acc5": 94.75955943379243, "epoch": 106}
|
| 108 |
+
{"train_lr": 9.056738110946532e-05, "train_loss": 2.575571549522293, "test_loss": 1.0936299477304732, "test_acc1": 74.59926183773469, "test_acc5": 95.00617067499314, "epoch": 107}
|
| 109 |
+
{"train_lr": 8.998432816108454e-05, "train_loss": 2.594453259781524, "test_loss": 1.0788069537707738, "test_acc1": 73.98273992950026, "test_acc5": 95.12947390141234, "epoch": 108}
|
| 110 |
+
{"train_lr": 8.939831607703477e-05, "train_loss": 2.5627576096074565, "test_loss": 1.1159364155360632, "test_acc1": 72.37978055885776, "test_acc5": 94.75955967838462, "epoch": 109}
|
| 111 |
+
{"train_lr": 8.88094091201446e-05, "train_loss": 2.589919575444468, "test_loss": 1.0953508019447327, "test_acc1": 73.6128261815458, "test_acc5": 95.19112532647412, "epoch": 110}
|
| 112 |
+
{"train_lr": 8.821767187069952e-05, "train_loss": 2.533697880231417, "test_loss": 1.0866130334990365, "test_acc1": 74.90752504962587, "test_acc5": 95.06782264568362, "epoch": 111}
|
| 113 |
+
{"train_lr": 8.762316921935619e-05, "train_loss": 2.569614860561344, "test_loss": 1.0733000976698739, "test_acc1": 74.66091561464434, "test_acc5": 95.19112587210283, "epoch": 112}
|
| 114 |
+
{"train_lr": 8.702596636003065e-05, "train_loss": 2.5289574186285058, "test_loss": 1.03310649735587, "test_acc1": 74.41430546470106, "test_acc5": 95.56103897565096, "epoch": 113}
|
| 115 |
+
{"train_lr": 8.642612878274504e-05, "train_loss": 2.5383705567646695, "test_loss": 1.1862709181649345, "test_acc1": 71.82491143975687, "test_acc5": 93.7731255979338, "epoch": 114}
|
| 116 |
+
{"train_lr": 8.582372226645016e-05, "train_loss": 2.53812693632566, "test_loss": 1.0471073729651315, "test_acc1": 74.96917647468764, "test_acc5": 96.23921512175724, "epoch": 115}
|
| 117 |
+
{"train_lr": 8.521881287180835e-05, "train_loss": 2.542368628761985, "test_loss": 1.0404958299228124, "test_acc1": 74.22934873418654, "test_acc5": 94.45129974967307, "epoch": 116}
|
| 118 |
+
{"train_lr": 8.461146693395281e-05, "train_loss": 2.565040849305533, "test_loss": 1.1117536766188485, "test_acc1": 72.31812877161141, "test_acc5": 95.25277901871725, "epoch": 117}
|
| 119 |
+
{"train_lr": 8.400175105520793e-05, "train_loss": 2.5191184924199033, "test_loss": 1.0245564835412162, "test_acc1": 75.89396060703714, "test_acc5": 96.1775633203998, "epoch": 118}
|
| 120 |
+
{"train_lr": 8.338973209779193e-05, "train_loss": 2.5238961173104237, "test_loss": 1.0428109509604317, "test_acc1": 75.15413366616434, "test_acc5": 95.7459958943133, "epoch": 119}
|
| 121 |
+
{"train_lr": 8.27754771764804e-05, "train_loss": 2.497045703701206, "test_loss": 1.0466367091451372, "test_acc1": 75.7090027005987, "test_acc5": 94.94451698275, "epoch": 120}
|
| 122 |
+
{"train_lr": 8.21590536512467e-05, "train_loss": 2.5047186271294013, "test_loss": 1.061191669532231, "test_acc1": 73.98273965668591, "test_acc5": 95.19112559928847, "epoch": 121}
|
| 123 |
+
{"train_lr": 8.154052911987742e-05, "train_loss": 2.4825062660070567, "test_loss": 1.047926196030208, "test_acc1": 76.57213648032906, "test_acc5": 95.0061694990692, "epoch": 122}
|
| 124 |
+
{"train_lr": 8.091997141055711e-05, "train_loss": 2.483707919821039, "test_loss": 1.0381174002374922, "test_acc1": 76.32552614223795, "test_acc5": 96.11591099222844, "epoch": 123}
|
| 125 |
+
{"train_lr": 8.029744857443234e-05, "train_loss": 2.4931670193905595, "test_loss": 1.0037638289587838, "test_acc1": 76.14057039949955, "test_acc5": 95.74599616712766, "epoch": 124}
|
| 126 |
+
{"train_lr": 7.967302887814653e-05, "train_loss": 2.4882773827839566, "test_loss": 1.0154506308691842, "test_acc1": 77.43526916880202, "test_acc5": 95.86930155724691, "epoch": 125}
|
| 127 |
+
{"train_lr": 7.904678079635616e-05, "train_loss": 2.505584006542926, "test_loss": 0.9642733080046517, "test_acc1": 77.99013828790291, "test_acc5": 95.86930119976603, "epoch": 126}
|
| 128 |
+
{"train_lr": 7.841877300422106e-05, "train_loss": 2.566877510997799, "test_loss": 1.018956082207816, "test_acc1": 76.44883207798593, "test_acc5": 96.05425820309489, "epoch": 127}
|
| 129 |
+
{"train_lr": 7.778907436987192e-05, "train_loss": 2.4876684058796275, "test_loss": 0.9708752717290606, "test_acc1": 76.69544060985787, "test_acc5": 96.17756205980933, "epoch": 128}
|
| 130 |
+
{"train_lr": 7.715775394686065e-05, "train_loss": 2.4703312653761644, "test_loss": 0.9728482025010246, "test_acc1": 77.18865693982521, "test_acc5": 96.30086654681901, "epoch": 129}
|
| 131 |
+
{"train_lr": 7.652488096658579e-05, "train_loss": 2.4300433872462985, "test_loss": 0.9421629990850177, "test_acc1": 77.37361539189236, "test_acc5": 95.93095398889957, "epoch": 130}
|
| 132 |
+
{"train_lr": 7.58905248307012e-05, "train_loss": 2.4607688496996474, "test_loss": 0.9802770103727069, "test_acc1": 77.37361673714935, "test_acc5": 96.67078101443892, "epoch": 131}
|
| 133 |
+
{"train_lr": 7.525475510350594e-05, "train_loss": 2.462974134858672, "test_loss": 0.98724764585495, "test_acc1": 77.00370128175334, "test_acc5": 95.43773656767482, "epoch": 132}
|
| 134 |
+
{"train_lr": 7.46176415043151e-05, "train_loss": 2.4489187644078183, "test_loss": 0.910382057939257, "test_acc1": 79.34648785197192, "test_acc5": 96.05425702717095, "epoch": 133}
|
| 135 |
+
{"train_lr": 7.39792538998143e-05, "train_loss": 2.4959778135473076, "test_loss": 0.9168901017733982, "test_acc1": 79.161532024567, "test_acc5": 96.91739080690132, "epoch": 134}
|
| 136 |
+
{"train_lr": 7.33396622963985e-05, "train_loss": 2.4383528407637054, "test_loss": 1.0105852399553572, "test_acc1": 78.60665992332298, "test_acc5": 95.99260478366612, "epoch": 135}
|
| 137 |
+
{"train_lr": 7.269893683249427e-05, "train_loss": 2.4845311733392568, "test_loss": 0.9836607660566058, "test_acc1": 76.8187434599814, "test_acc5": 96.23921539457159, "epoch": 136}
|
| 138 |
+
{"train_lr": 7.205714777086945e-05, "train_loss": 2.434174260893068, "test_loss": 1.0023840410368783, "test_acc1": 76.5721371106243, "test_acc5": 95.80764813781813, "epoch": 137}
|
| 139 |
+
{"train_lr": 7.14143654909268e-05, "train_loss": 2.4032079206480015, "test_loss": 0.9387252841676984, "test_acc1": 79.22318554747707, "test_acc5": 96.54747543617182, "epoch": 138}
|
| 140 |
+
{"train_lr": 7.077066048098699e-05, "train_loss": 2.45555622677703, "test_loss": 1.0484100409916468, "test_acc1": 77.31196224527794, "test_acc5": 95.56104033972274, "epoch": 139}
|
| 141 |
+
{"train_lr": 7.012610333055783e-05, "train_loss": 2.4527431493038896, "test_loss": 0.9619168724332537, "test_acc1": 79.83970735223019, "test_acc5": 95.86930119976603, "epoch": 140}
|
| 142 |
+
{"train_lr": 6.948076472259453e-05, "train_loss": 2.4015538750828562, "test_loss": 0.8966169868196759, "test_acc1": 79.09987887795256, "test_acc5": 96.794084598339, "epoch": 141}
|
| 143 |
+
{"train_lr": 6.883471542574788e-05, "train_loss": 2.415349175880005, "test_loss": 0.9066528848239354, "test_acc1": 79.22318489836705, "test_acc5": 96.30086618933812, "epoch": 142}
|
| 144 |
+
{"train_lr": 6.818802628660343e-05, "train_loss": 2.451079987145804, "test_loss": 0.9650713971682957, "test_acc1": 78.97657420279506, "test_acc5": 96.42417185227174, "epoch": 143}
|
| 145 |
+
{"train_lr": 6.754076822191296e-05, "train_loss": 2.4322422909569905, "test_loss": 0.9159020611218044, "test_acc1": 78.54500713418945, "test_acc5": 96.11591162252367, "epoch": 144}
|
| 146 |
+
{"train_lr": 6.689301221081755e-05, "train_loss": 2.4171320841862607, "test_loss": 0.9911017673356193, "test_acc1": 77.62022436591171, "test_acc5": 96.11591153785714, "epoch": 145}
|
| 147 |
+
{"train_lr": 6.624482928706262e-05, "train_loss": 2.3741127919483853, "test_loss": 0.8915455341339111, "test_acc1": 79.71640141648223, "test_acc5": 96.30086736526206, "epoch": 146}
|
| 148 |
+
{"train_lr": 6.559629053121028e-05, "train_loss": 2.3697980017095177, "test_loss": 0.949347734451294, "test_acc1": 78.72996640469967, "test_acc5": 96.05425793028054, "epoch": 147}
|
| 149 |
+
{"train_lr": 6.494746706284408e-05, "train_loss": 2.4080815848770674, "test_loss": 0.8660596609115601, "test_acc1": 80.4562280845407, "test_acc5": 97.10234781023019, "epoch": 148}
|
| 150 |
+
{"train_lr": 6.429843003276817e-05, "train_loss": 2.3800837276698825, "test_loss": 0.9036588839122227, "test_acc1": 79.22318472903402, "test_acc5": 96.48582319266698, "epoch": 149}
|
| 151 |
+
{"train_lr": 6.364925061520735e-05, "train_loss": 2.3422011220371806, "test_loss": 0.8982393230710711, "test_acc1": 80.20962075681487, "test_acc5": 96.48582436859093, "epoch": 150}
|
| 152 |
+
{"train_lr": 6.299999999999995e-05, "train_loss": 2.3961738706468703, "test_loss": 0.946431747504643, "test_acc1": 78.23674871066055, "test_acc5": 96.11591071941409, "epoch": 151}
|
| 153 |
+
{"train_lr": 6.235074938479286e-05, "train_loss": 2.388929824729066, "test_loss": 0.9051492554800851, "test_acc1": 81.19605746192791, "test_acc5": 96.60912822530537, "epoch": 152}
|
| 154 |
+
{"train_lr": 6.170156996723205e-05, "train_loss": 2.4047925347214814, "test_loss": 0.9216727358954293, "test_acc1": 79.40814145954852, "test_acc5": 95.86930119976603, "epoch": 153}
|
| 155 |
+
{"train_lr": 6.105253293715613e-05, "train_loss": 2.334641194010114, "test_loss": 0.8875887819698879, "test_acc1": 80.08631506565908, "test_acc5": 96.30086709244772, "epoch": 154}
|
| 156 |
+
{"train_lr": 6.0403709468789765e-05, "train_loss": 2.4202293307631164, "test_loss": 0.8418350304876056, "test_acc1": 79.90135932292068, "test_acc5": 96.54747543617182, "epoch": 155}
|
| 157 |
+
{"train_lr": 5.97551707129375e-05, "train_loss": 2.4513796517898987, "test_loss": 0.9398373450551715, "test_acc1": 80.76449030865577, "test_acc5": 96.91739026127262, "epoch": 156}
|
| 158 |
+
{"train_lr": 5.9106987789182575e-05, "train_loss": 2.3538342447547644, "test_loss": 0.8157513737678528, "test_acc1": 80.94944742487333, "test_acc5": 96.85573747213907, "epoch": 157}
|
| 159 |
+
{"train_lr": 5.845923177808675e-05, "train_loss": 2.3607479358886505, "test_loss": 0.9656517505645752, "test_acc1": 80.39457592570238, "test_acc5": 96.91739026127262, "epoch": 158}
|
| 160 |
+
{"train_lr": 5.7811973713396614e-05, "train_loss": 2.348234997762667, "test_loss": 0.8113921114376613, "test_acc1": 81.8742341536629, "test_acc5": 97.22565311568292, "epoch": 159}
|
| 161 |
+
{"train_lr": 5.7165284574252034e-05, "train_loss": 2.3727517219690175, "test_loss": 0.9045619113104684, "test_acc1": 79.96301175457334, "test_acc5": 96.17756296291893, "epoch": 160}
|
| 162 |
+
{"train_lr": 5.651923527740554e-05, "train_loss": 2.304966197147236, "test_loss": 0.8495470200266156, "test_acc1": 82.12084222457266, "test_acc5": 97.4722608291118, "epoch": 161}
|
| 163 |
+
{"train_lr": 5.587389666944235e-05, "train_loss": 2.360674003621081, "test_loss": 0.8602398974554879, "test_acc1": 81.25771052387582, "test_acc5": 96.79408522863423, "epoch": 162}
|
| 164 |
+
{"train_lr": 5.522933951901314e-05, "train_loss": 2.322780165638957, "test_loss": 0.874998152256012, "test_acc1": 81.62762326994307, "test_acc5": 97.28730418326381, "epoch": 163}
|
| 165 |
+
{"train_lr": 5.458563450907312e-05, "train_loss": 2.3680475916895833, "test_loss": 0.9222538556371417, "test_acc1": 80.64118716690308, "test_acc5": 96.85573684184384, "epoch": 164}
|
| 166 |
+
{"train_lr": 5.394285222913054e-05, "train_loss": 2.3609544613978244, "test_loss": 0.8688385146004813, "test_acc1": 81.99753836785821, "test_acc5": 96.60912912841496, "epoch": 165}
|
| 167 |
+
{"train_lr": 5.330106316750564e-05, "train_loss": 2.3087385967894867, "test_loss": 0.8775743586676461, "test_acc1": 82.30580043204763, "test_acc5": 96.36251996624779, "epoch": 166}
|
| 168 |
+
{"train_lr": 5.266033770360159e-05, "train_loss": 2.369390916991067, "test_loss": 0.841936571257455, "test_acc1": 82.05919124165828, "test_acc5": 97.4722608291118, "epoch": 167}
|
| 169 |
+
{"train_lr": 5.2020746100185824e-05, "train_loss": 2.357521141325677, "test_loss": 0.951150791985648, "test_acc1": 79.59309794547084, "test_acc5": 96.67078046881021, "epoch": 168}
|
| 170 |
+
{"train_lr": 5.1382358495685195e-05, "train_loss": 2.3378129438920454, "test_loss": 0.892126304762704, "test_acc1": 80.64118719512526, "test_acc5": 96.91739053408696, "epoch": 169}
|
| 171 |
+
{"train_lr": 5.074524489649418e-05, "train_loss": 2.2725830311541793, "test_loss": 0.8277150137083871, "test_acc1": 81.50431941322863, "test_acc5": 96.79408522863423, "epoch": 170}
|
| 172 |
+
{"train_lr": 5.010947516929908e-05, "train_loss": 2.361645264225406, "test_loss": 0.8839198180607387, "test_acc1": 81.93588377250549, "test_acc5": 96.97904160166786, "epoch": 171}
|
| 173 |
+
{"train_lr": 4.947511903341441e-05, "train_loss": 2.3540849618978434, "test_loss": 0.9694337248802185, "test_acc1": 79.65474890016304, "test_acc5": 96.67077983851497, "epoch": 172}
|
| 174 |
+
{"train_lr": 4.8842246053139314e-05, "train_loss": 2.3199474261357236, "test_loss": 0.8465650251933506, "test_acc1": 81.93588533413248, "test_acc5": 97.34895634210213, "epoch": 173}
|
| 175 |
+
{"train_lr": 4.8210925630128014e-05, "train_loss": 2.3197120911591536, "test_loss": 0.8593680943761554, "test_acc1": 80.76449129643187, "test_acc5": 97.1023474527493, "epoch": 174}
|
| 176 |
+
{"train_lr": 4.758122699577886e-05, "train_loss": 2.25986639853124, "test_loss": 0.8987841010093689, "test_acc1": 81.0727517989943, "test_acc5": 96.67077956570063, "epoch": 175}
|
| 177 |
+
{"train_lr": 4.695321920364371e-05, "train_loss": 2.341353645691505, "test_loss": 0.8447018946920123, "test_acc1": 82.86066810241022, "test_acc5": 96.97904187448222, "epoch": 176}
|
| 178 |
+
{"train_lr": 4.6326971121853455e-05, "train_loss": 2.2947810929971975, "test_loss": 0.8667125957352775, "test_acc1": 81.07275270210388, "test_acc5": 97.04069556672535, "epoch": 177}
|
| 179 |
+
{"train_lr": 4.5702551425567673e-05, "train_loss": 2.2114683873169905, "test_loss": 0.8651671409606934, "test_acc1": 82.49075415219684, "test_acc5": 96.73243325794375, "epoch": 178}
|
| 180 |
+
{"train_lr": 4.5080028589442746e-05, "train_loss": 2.2943153247966634, "test_loss": 0.9028995037078857, "test_acc1": 82.30579898330933, "test_acc5": 96.67078046881021, "epoch": 179}
|
| 181 |
+
{"train_lr": 4.445947088012259e-05, "train_loss": 2.271616543089593, "test_loss": 0.8118151341165815, "test_acc1": 81.81257991579105, "test_acc5": 97.04069466361577, "epoch": 180}
|
| 182 |
+
{"train_lr": 4.3840946348753336e-05, "train_loss": 2.2056619670841244, "test_loss": 0.8280272909573146, "test_acc1": 81.68927433752397, "test_acc5": 97.22565130946374, "epoch": 181}
|
| 183 |
+
{"train_lr": 4.3224522823519624e-05, "train_loss": 2.2395536316024676, "test_loss": 0.8664180551256452, "test_acc1": 81.62762263964784, "test_acc5": 96.97904250477745, "epoch": 182}
|
| 184 |
+
{"train_lr": 4.261026790220779e-05, "train_loss": 2.3110883060868805, "test_loss": 0.8294834068843296, "test_acc1": 82.05919006573434, "test_acc5": 97.1023474527493, "epoch": 183}
|
| 185 |
+
{"train_lr": 4.199824894479183e-05, "train_loss": 2.3094566493601234, "test_loss": 0.8463150092533657, "test_acc1": 81.81258054608628, "test_acc5": 96.794084598339, "epoch": 184}
|
| 186 |
+
{"train_lr": 4.1388533066047525e-05, "train_loss": 2.2788018238294376, "test_loss": 0.8252541933740888, "test_acc1": 82.36745147140634, "test_acc5": 97.84217447828864, "epoch": 185}
|
| 187 |
+
{"train_lr": 4.07811871281915e-05, "train_loss": 2.2830936508578854, "test_loss": 0.8567195108958653, "test_acc1": 82.36745084111111, "test_acc5": 96.97904097137263, "epoch": 186}
|
| 188 |
+
{"train_lr": 4.017627773354998e-05, "train_loss": 2.29104346912224, "test_loss": 0.8855286070278713, "test_acc1": 81.19605718911356, "test_acc5": 97.16399824751585, "epoch": 187}
|
| 189 |
+
{"train_lr": 3.9573871217255025e-05, "train_loss": 2.2729380097422567, "test_loss": 0.8367333837917873, "test_acc1": 82.12084140612959, "test_acc5": 96.85573656902949, "epoch": 188}
|
| 190 |
+
{"train_lr": 3.897403363996968e-05, "train_loss": 2.2930292232886895, "test_loss": 0.8319346308708191, "test_acc1": 82.18249411059661, "test_acc5": 97.41060713686866, "epoch": 189}
|
| 191 |
+
{"train_lr": 3.837683078064361e-05, "train_loss": 2.2259011343642547, "test_loss": 0.8154808793749128, "test_acc1": 82.42910272713507, "test_acc5": 96.91738963097738, "epoch": 190}
|
| 192 |
+
{"train_lr": 3.7782328129300436e-05, "train_loss": 2.2494114478984915, "test_loss": 0.7811437334333148, "test_acc1": 83.60049712231655, "test_acc5": 97.04069376050617, "epoch": 191}
|
| 193 |
+
{"train_lr": 3.719059087985515e-05, "train_loss": 2.2311479378413486, "test_loss": 0.8150801488331386, "test_acc1": 83.53884340185125, "test_acc5": 96.8557362115486, "epoch": 192}
|
| 194 |
+
{"train_lr": 3.660168392296552e-05, "train_loss": 2.2203811557142883, "test_loss": 0.7798901966639927, "test_acc1": 82.79901676201497, "test_acc5": 97.10234717993495, "epoch": 193}
|
| 195 |
+
{"train_lr": 3.601567183891565e-05, "train_loss": 2.2891649482967136, "test_loss": 0.8487231986863273, "test_acc1": 82.36745084111111, "test_acc5": 97.10234482808707, "epoch": 194}
|
| 196 |
+
{"train_lr": 3.5432618890534485e-05, "train_loss": 2.2020602609727766, "test_loss": 0.7769518579755511, "test_acc1": 82.7990172794215, "test_acc5": 96.97904214729657, "epoch": 195}
|
| 197 |
+
{"train_lr": 3.485258901614817e-05, "train_loss": 2.230236576987313, "test_loss": 0.8409290398870196, "test_acc1": 82.61406027609264, "test_acc5": 96.73243235483416, "epoch": 196}
|
| 198 |
+
{"train_lr": 3.427564582256852e-05, "train_loss": 2.255359451253931, "test_loss": 0.8421634350504194, "test_acc1": 83.04562616877432, "test_acc5": 96.97904097137263, "epoch": 197}
|
| 199 |
+
{"train_lr": 3.370185257811865e-05, "train_loss": 2.182201608911261, "test_loss": 0.7785088845661708, "test_acc1": 83.66214898011835, "test_acc5": 97.16399942343979, "epoch": 198}
|
| 200 |
+
{"train_lr": 3.3131272205693646e-05, "train_loss": 2.2571276718086297, "test_loss": 0.8620077286447797, "test_acc1": 82.36745032370457, "test_acc5": 97.04069376050617, "epoch": 199}
|
| 201 |
+
{"train_lr": 3.256396727586121e-05, "train_loss": 2.2704204145845, "test_loss": 0.83418151310512, "test_acc1": 82.24414671158232, "test_acc5": 96.97904214729657, "epoch": 200}
|
| 202 |
+
{"train_lr": 3.199999999999993e-05, "train_loss": 2.2244311929582716, "test_loss": 0.8593167832919529, "test_acc1": 82.61405973046394, "test_acc5": 96.91738963097738, "epoch": 201}
|
| 203 |
+
{"train_lr": 3.143943222347694e-05, "train_loss": 2.1760138981825823, "test_loss": 0.815331620829446, "test_acc1": 83.35388768733503, "test_acc5": 97.04069321487746, "epoch": 202}
|
| 204 |
+
{"train_lr": 3.088232541886586e-05, "train_loss": 2.222089936683228, "test_loss": 0.8408153312546867, "test_acc1": 82.30579898330933, "test_acc5": 97.22565130946374, "epoch": 203}
|
| 205 |
+
{"train_lr": 3.0328740679205948e-05, "train_loss": 2.2185842840821595, "test_loss": 0.8396427461079189, "test_acc1": 84.15536766193357, "test_acc5": 97.1639985203302, "epoch": 204}
|
| 206 |
+
{"train_lr": 2.9778738711302162e-05, "train_loss": 2.211225227876143, "test_loss": 0.7798617226736886, "test_acc1": 83.72379977488488, "test_acc5": 97.28730418326381, "epoch": 205}
|
| 207 |
+
{"train_lr": 2.923237982906839e-05, "train_loss": 2.22897067936984, "test_loss": 0.7861579401152474, "test_acc1": 82.73736621184061, "test_acc5": 97.22565112131592, "epoch": 206}
|
| 208 |
+
{"train_lr": 2.8689723946912647e-05, "train_loss": 2.2231186244871233, "test_loss": 0.765807603086744, "test_acc1": 83.97041194741735, "test_acc5": 97.10234690712059, "epoch": 207}
|
| 209 |
+
{"train_lr": 2.8150830573167856e-05, "train_loss": 2.1893554559120765, "test_loss": 0.7914050732340131, "test_acc1": 83.29223481353496, "test_acc5": 97.04069556672535, "epoch": 208}
|
| 210 |
+
{"train_lr": 2.761575880356516e-05, "train_loss": 2.2049132360445034, "test_loss": 0.7899026870727539, "test_acc1": 83.41554074928293, "test_acc5": 96.91738990379173, "epoch": 209}
|
| 211 |
+
{"train_lr": 2.7084567314753907e-05, "train_loss": 2.2306953318469174, "test_loss": 0.7895914741924831, "test_acc1": 83.29223661975414, "test_acc5": 97.65721720214543, "epoch": 210}
|
| 212 |
+
{"train_lr": 2.6557314357866618e-05, "train_loss": 2.207498501230787, "test_loss": 0.7950914927891323, "test_acc1": 83.84710652907592, "test_acc5": 97.53391189669269, "epoch": 211}
|
| 213 |
+
{"train_lr": 2.6034057752131848e-05, "train_loss": 2.196462482005566, "test_loss": 0.7645808288029262, "test_acc1": 83.78545401275673, "test_acc5": 97.22565049102069, "epoch": 212}
|
| 214 |
+
{"train_lr": 2.551485487853281e-05, "train_loss": 2.161642934892561, "test_loss": 0.7854085564613342, "test_acc1": 83.53884370288779, "test_acc5": 97.10234690712059, "epoch": 213}
|
| 215 |
+
{"train_lr": 2.499976267351544e-05, "train_loss": 2.187825519721825, "test_loss": 0.7831583278519767, "test_acc1": 84.21701903055099, "test_acc5": 97.28730273452553, "epoch": 214}
|
| 216 |
+
{"train_lr": 2.448883762274472e-05, "train_loss": 2.2943567254326562, "test_loss": 0.7919727052961077, "test_acc1": 83.66214873552616, "test_acc5": 97.28730328015423, "epoch": 215}
|
| 217 |
+
{"train_lr": 2.398213575491003e-05, "train_loss": 2.157615622440418, "test_loss": 0.7628543972969055, "test_acc1": 84.09371607694614, "test_acc5": 97.0406943908014, "epoch": 216}
|
| 218 |
+
{"train_lr": 2.347971263558117e-05, "train_loss": 2.2787506180209713, "test_loss": 0.7692293184144157, "test_acc1": 83.47719143116078, "test_acc5": 97.34895552365906, "epoch": 217}
|
| 219 |
+
{"train_lr": 2.2981623361115038e-05, "train_loss": 2.154374392716201, "test_loss": 0.7496957182884216, "test_acc1": 84.40197775543251, "test_acc5": 96.97904214729657, "epoch": 218}
|
| 220 |
+
{"train_lr": 2.248792255261355e-05, "train_loss": 2.214513111781407, "test_loss": 0.7978147608893258, "test_acc1": 83.41554074928293, "test_acc5": 96.97904069855828, "epoch": 219}
|
| 221 |
+
{"train_lr": 2.1998664349933615e-05, "train_loss": 2.1931814563857928, "test_loss": 0.8166888441358294, "test_acc1": 82.92232113613595, "test_acc5": 97.34895579647342, "epoch": 220}
|
| 222 |
+
{"train_lr": 2.151390240575076e-05, "train_loss": 2.2009781315610124, "test_loss": 0.7823744075638908, "test_acc1": 84.1553674173414, "test_acc5": 97.28730391044947, "epoch": 221}
|
| 223 |
+
{"train_lr": 2.103368987967511e-05, "train_loss": 2.1980442150489434, "test_loss": 0.7688437444823129, "test_acc1": 83.29223454072061, "test_acc5": 96.79408405271029, "epoch": 222}
|
| 224 |
+
{"train_lr": 2.0558079432421234e-05, "train_loss": 2.157337175382601, "test_loss": 0.7985946791512626, "test_acc1": 83.90875877258075, "test_acc5": 97.28730328015423, "epoch": 223}
|
| 225 |
+
{"train_lr": 2.0087123220034778e-05, "train_loss": 2.225035309791565, "test_loss": 0.8102138723645892, "test_acc1": 84.40197627847203, "test_acc5": 96.97904242011093, "epoch": 224}
|
| 226 |
+
{"train_lr": 1.9620872888171315e-05, "train_loss": 2.2033187892887143, "test_loss": 0.8241789596421378, "test_acc1": 83.78545346712802, "test_acc5": 96.73243298512939, "epoch": 225}
|
| 227 |
+
{"train_lr": 1.9159379566434077e-05, "train_loss": 2.190545330514441, "test_loss": 0.7923298307827541, "test_acc1": 83.47719236249253, "test_acc5": 97.04069376050617, "epoch": 226}
|
| 228 |
+
{"train_lr": 1.8702693862766192e-05, "train_loss": 2.13532745671439, "test_loss": 0.7761839032173157, "test_acc1": 84.46362906760558, "test_acc5": 96.97904124418699, "epoch": 227}
|
| 229 |
+
{"train_lr": 1.8250865857901507e-05, "train_loss": 2.181330078131669, "test_loss": 0.782812808241163, "test_acc1": 84.03206235648084, "test_acc5": 97.2256510366494, "epoch": 228}
|
| 230 |
+
{"train_lr": 1.780394509987248e-05, "train_loss": 2.1867625554958425, "test_loss": 0.7352187633514404, "test_acc1": 84.58693319713437, "test_acc5": 97.16399824751585, "epoch": 229}
|
| 231 |
+
{"train_lr": 1.7361980598576482e-05, "train_loss": 2.1566204908010844, "test_loss": 0.8176769273621696, "test_acc1": 83.2922338822032, "test_acc5": 96.91738845505344, "epoch": 230}
|
| 232 |
+
{"train_lr": 1.6925020820401526e-05, "train_loss": 2.1725942921805217, "test_loss": 0.7656757235527039, "test_acc1": 83.72380095080882, "test_acc5": 97.04069321487746, "epoch": 231}
|
| 233 |
+
{"train_lr": 1.6493113682911456e-05, "train_loss": 2.1856044055698636, "test_loss": 0.7965451393808637, "test_acc1": 84.21702072388148, "test_acc5": 97.10234573119665, "epoch": 232}
|
| 234 |
+
{"train_lr": 1.606630654959114e-05, "train_loss": 2.123621198680851, "test_loss": 0.7597163915634155, "test_acc1": 84.15536793474793, "test_acc5": 97.16399824751585, "epoch": 233}
|
| 235 |
+
{"train_lr": 1.5644646224652184e-05, "train_loss": 2.238945132368928, "test_loss": 0.7706824626241412, "test_acc1": 84.46362761886728, "test_acc5": 97.16399824751585, "epoch": 234}
|
| 236 |
+
{"train_lr": 1.5228178947901106e-05, "train_loss": 2.126451563168239, "test_loss": 0.7912260208811078, "test_acc1": 84.21702108136235, "test_acc5": 97.1639985203302, "epoch": 235}
|
| 237 |
+
{"train_lr": 1.4816950389667806e-05, "train_loss": 2.1780705018477007, "test_loss": 0.8115836211613247, "test_acc1": 84.0937163497605, "test_acc5": 97.04069376050617, "epoch": 236}
|
| 238 |
+
{"train_lr": 1.441100564579788e-05, "train_loss": 2.092050995026435, "test_loss": 0.7793326718466622, "test_acc1": 84.15536766193357, "test_acc5": 97.28730300733987, "epoch": 237}
|
| 239 |
+
{"train_lr": 1.4010389232707166e-05, "train_loss": 2.127635422286454, "test_loss": 0.7237083315849304, "test_acc1": 84.89519405717768, "test_acc5": 97.34895579647342, "epoch": 238}
|
| 240 |
+
{"train_lr": 1.3615145082499855e-05, "train_loss": 2.128634389463838, "test_loss": 0.7933621151106698, "test_acc1": 84.46362945330863, "test_acc5": 97.34895489336382, "epoch": 239}
|
| 241 |
+
{"train_lr": 1.32253165381509e-05, "train_loss": 2.153132071861854, "test_loss": 0.7444877198764256, "test_acc1": 84.89519408539985, "test_acc5": 97.28730210423029, "epoch": 240}
|
| 242 |
+
{"train_lr": 1.2840946348753294e-05, "train_loss": 2.128006207359421, "test_loss": 0.7559641003608704, "test_acc1": 84.64858546886138, "test_acc5": 96.97903952263434, "epoch": 241}
|
| 243 |
+
{"train_lr": 1.2462076664829628e-05, "train_loss": 2.1378413347097545, "test_loss": 0.7692030072212219, "test_acc1": 84.7102386154758, "test_acc5": 97.28730300733987, "epoch": 242}
|
| 244 |
+
{"train_lr": 1.2088749033710375e-05, "train_loss": 2.170653379880465, "test_loss": 0.72446779693876, "test_acc1": 85.26510918331499, "test_acc5": 97.28730300733987, "epoch": 243}
|
| 245 |
+
{"train_lr": 1.1721004394977143e-05, "train_loss": 2.1271811090149244, "test_loss": 0.7376922879900251, "test_acc1": 84.40197748261815, "test_acc5": 97.10234663430624, "epoch": 244}
|
| 246 |
+
{"train_lr": 1.1358883075973833e-05, "train_loss": 2.1661274474817556, "test_loss": 0.7857396602630615, "test_acc1": 84.4636302717517, "test_acc5": 97.16399942343979, "epoch": 245}
|
| 247 |
+
{"train_lr": 1.1002424787383692e-05, "train_loss": 2.1551869324037245, "test_loss": 0.7189177104404995, "test_acc1": 84.83354298959678, "test_acc5": 97.28730328015423, "epoch": 246}
|
| 248 |
+
{"train_lr": 1.0651668618875081e-05, "train_loss": 2.0671316535322815, "test_loss": 0.7753674813679287, "test_acc1": 85.01850029396218, "test_acc5": 97.34895579647342, "epoch": 247}
|
| 249 |
+
{"train_lr": 1.0306653034814447e-05, "train_loss": 2.1774407758579386, "test_loss": 0.8300806028502328, "test_acc1": 84.40197627847203, "test_acc5": 97.04069321487746, "epoch": 248}
|
| 250 |
+
{"train_lr": 9.967415870048575e-06, "train_loss": 2.078819489145612, "test_loss": 0.7606179458754403, "test_acc1": 85.08015136154306, "test_acc5": 97.0406943908014, "epoch": 249}
|
| 251 |
+
{"train_lr": 9.633994325755483e-06, "train_loss": 2.083532916082369, "test_loss": 0.7062433702605111, "test_acc1": 84.7102386154758, "test_acc5": 97.22565193975898, "epoch": 250}
|
| 252 |
+
{"train_lr": 9.306424965364843e-06, "train_loss": 2.0963221354918047, "test_loss": 0.7987303818975177, "test_acc1": 84.4019756481768, "test_acc5": 97.2256510366494, "epoch": 251}
|
| 253 |
+
{"train_lr": 8.984743710548277e-06, "train_loss": 2.1012570449522325, "test_loss": 0.7940730878285, "test_acc1": 84.77189050149977, "test_acc5": 97.2256510366494, "epoch": 252}
|
| 254 |
+
{"train_lr": 8.668985837280454e-06, "train_loss": 2.1270161975513804, "test_loss": 0.736750738961356, "test_acc1": 84.9568468745334, "test_acc5": 97.1639985203302, "epoch": 253}
|
| 255 |
+
{"train_lr": 8.359185971970492e-06, "train_loss": 2.1070051209909932, "test_loss": 0.7822694097246442, "test_acc1": 83.78545346712802, "test_acc5": 97.10234600401101, "epoch": 254}
|
| 256 |
+
{"train_lr": 8.055378087664689e-06, "train_loss": 2.1059419483571618, "test_loss": 0.7865629111017499, "test_acc1": 84.21702020647493, "test_acc5": 97.10234627682536, "epoch": 255}
|
| 257 |
+
{"train_lr": 7.757595500321186e-06, "train_loss": 2.076121955484777, "test_loss": 0.7701484646115985, "test_acc1": 84.52528158392477, "test_acc5": 97.28730355296858, "epoch": 256}
|
| 258 |
+
{"train_lr": 7.465870865156391e-06, "train_loss": 2.1044738867899753, "test_loss": 0.7756427867071969, "test_acc1": 84.83354263211591, "test_acc5": 97.53391334543099, "epoch": 257}
|
| 259 |
+
{"train_lr": 7.180236173064017e-06, "train_loss": 2.1211264291843333, "test_loss": 0.7463915603501456, "test_acc1": 85.32676052371023, "test_acc5": 97.28730300733987, "epoch": 258}
|
| 260 |
+
{"train_lr": 6.900722747106823e-06, "train_loss": 2.1186137182729228, "test_loss": 0.8223022137369428, "test_acc1": 83.9704106586047, "test_acc5": 97.2256510366494, "epoch": 259}
|
| 261 |
+
{"train_lr": 6.627361239081763e-06, "train_loss": 2.1074007199360776, "test_loss": 0.779410183429718, "test_acc1": 84.15536856504316, "test_acc5": 97.22565076383503, "epoch": 260}
|
| 262 |
+
{"train_lr": 6.36018162615874e-06, "train_loss": 2.114689319283812, "test_loss": 0.7700631277901786, "test_acc1": 85.14180294653049, "test_acc5": 97.10234717993495, "epoch": 261}
|
| 263 |
+
{"train_lr": 6.099213207593176e-06, "train_loss": 2.066709450908474, "test_loss": 0.7417786376816886, "test_acc1": 85.08015308309571, "test_acc5": 97.28730328015423, "epoch": 262}
|
| 264 |
+
{"train_lr": 5.844484601512963e-06, "train_loss": 2.108546503773936, "test_loss": 0.6993025030408587, "test_acc1": 85.5117180726678, "test_acc5": 97.28730355296858, "epoch": 263}
|
| 265 |
+
{"train_lr": 5.596023741780319e-06, "train_loss": 2.120926481860501, "test_loss": 0.7916365691593715, "test_acc1": 85.08015308309571, "test_acc5": 97.1639985203302, "epoch": 264}
|
| 266 |
+
{"train_lr": 5.353857874928397e-06, "train_loss": 2.06436497431535, "test_loss": 0.7504949569702148, "test_acc1": 84.95684802223516, "test_acc5": 97.4106083127926, "epoch": 265}
|
| 267 |
+
{"train_lr": 5.1180135571734985e-06, "train_loss": 2.1203369535766283, "test_loss": 0.7290103435516357, "test_acc1": 85.20345576388621, "test_acc5": 97.34895606928777, "epoch": 266}
|
| 268 |
+
{"train_lr": 4.888516651502715e-06, "train_loss": 2.1182747070605936, "test_loss": 0.7213374631745475, "test_acc1": 85.08015190717177, "test_acc5": 97.22565049102069, "epoch": 267}
|
| 269 |
+
{"train_lr": 4.66539232483803e-06, "train_loss": 2.065059698545016, "test_loss": 0.7416828274726868, "test_acc1": 85.08015160613525, "test_acc5": 97.53391334543099, "epoch": 268}
|
| 270 |
+
{"train_lr": 4.448665045276183e-06, "train_loss": 2.0896229843993286, "test_loss": 0.7709663169724601, "test_acc1": 85.14180324756703, "test_acc5": 97.28730355296858, "epoch": 269}
|
| 271 |
+
{"train_lr": 4.238358579405694e-06, "train_loss": 2.099476296584923, "test_loss": 0.7702720591000148, "test_acc1": 84.89519550591596, "test_acc5": 97.59556586175017, "epoch": 270}
|
| 272 |
+
{"train_lr": 4.034495989700474e-06, "train_loss": 2.049453017594931, "test_loss": 0.7958383815629142, "test_acc1": 85.01849818670647, "test_acc5": 97.28730500170688, "epoch": 271}
|
| 273 |
+
{"train_lr": 3.837099631990834e-06, "train_loss": 2.1036382555127977, "test_loss": 0.7666756851332528, "test_acc1": 85.2651082802054, "test_acc5": 97.1639985203302, "epoch": 272}
|
| 274 |
+
{"train_lr": 3.646191153011827e-06, "train_loss": 2.122261179910673, "test_loss": 0.8053335121699742, "test_acc1": 84.46362789168164, "test_acc5": 97.04069466361577, "epoch": 273}
|
| 275 |
+
{"train_lr": 3.461791488029534e-06, "train_loss": 2.1039852154004826, "test_loss": 0.7582621063504901, "test_acc1": 84.77188929735365, "test_acc5": 97.34895606928777, "epoch": 274}
|
| 276 |
+
{"train_lr": 3.2839208585452047e-06, "train_loss": 2.1119991374182536, "test_loss": 0.7405862297330584, "test_acc1": 84.89519550591596, "test_acc5": 97.16399824751585, "epoch": 275}
|
| 277 |
+
{"train_lr": 3.1125987700777717e-06, "train_loss": 2.1160144280720425, "test_loss": 0.7255742720195225, "test_acc1": 85.08015190717177, "test_acc5": 97.34895579647342, "epoch": 276}
|
| 278 |
+
{"train_lr": 2.947844010024883e-06, "train_loss": 2.1314937759946275, "test_loss": 0.7623206206730434, "test_acc1": 84.8951943582142, "test_acc5": 97.53391216950705, "epoch": 277}
|
| 279 |
+
{"train_lr": 2.78967464560257e-06, "train_loss": 2.078411125636601, "test_loss": 0.7368765132767814, "test_acc1": 85.20345576388621, "test_acc5": 97.10234663430624, "epoch": 278}
|
| 280 |
+
{"train_lr": 2.638108021864071e-06, "train_loss": 2.076913319267593, "test_loss": 0.7124086362974984, "test_acc1": 85.0801504302113, "test_acc5": 97.41060803997826, "epoch": 279}
|
| 281 |
+
{"train_lr": 2.4931607597976723e-06, "train_loss": 2.1093200361812032, "test_loss": 0.7597885642732892, "test_acc1": 84.7102379569584, "test_acc5": 97.34895552365906, "epoch": 280}
|
| 282 |
+
{"train_lr": 2.354848754504055e-06, "train_loss": 2.135111251077452, "test_loss": 0.7731298804283142, "test_acc1": 84.89519523310162, "test_acc5": 97.34895579647342, "epoch": 281}
|
| 283 |
+
{"train_lr": 2.223187173453255e-06, "train_loss": 2.0974560759284278, "test_loss": 0.80735296862466, "test_acc1": 84.40197682410074, "test_acc5": 97.28730355296858, "epoch": 282}
|
| 284 |
+
{"train_lr": 2.098190454821311e-06, "train_loss": 2.0990953787223443, "test_loss": 0.7366892610277448, "test_acc1": 85.32676076830242, "test_acc5": 97.28730328015423, "epoch": 283}
|
| 285 |
+
{"train_lr": 1.979872305907002e-06, "train_loss": 2.091265765937058, "test_loss": 0.7537759287016732, "test_acc1": 84.89519550591596, "test_acc5": 97.28730300733987, "epoch": 284}
|
| 286 |
+
{"train_lr": 1.8682457016286925e-06, "train_loss": 2.0245578063951504, "test_loss": 0.743570361818586, "test_acc1": 85.326761671412, "test_acc5": 97.28730300733987, "epoch": 285}
|
| 287 |
+
{"train_lr": 1.7633228831014684e-06, "train_loss": 2.0913710635858815, "test_loss": 0.7528675964900425, "test_acc1": 85.08015160613525, "test_acc5": 97.22565076383503, "epoch": 286}
|
| 288 |
+
{"train_lr": 1.6651153562947253e-06, "train_loss": 2.17396663535725, "test_loss": 0.7671974727085659, "test_acc1": 85.32676049548806, "test_acc5": 97.4106083127926, "epoch": 287}
|
| 289 |
+
{"train_lr": 1.5736338907704937e-06, "train_loss": 2.091202978487615, "test_loss": 0.7708540303366525, "test_acc1": 85.01849908981606, "test_acc5": 97.16399824751585, "epoch": 288}
|
| 290 |
+
{"train_lr": 1.4888885185023809e-06, "train_loss": 2.0712766430594702, "test_loss": 0.7405917133603778, "test_acc1": 85.14180294653049, "test_acc5": 97.28730418326381, "epoch": 289}
|
| 291 |
+
{"train_lr": 1.4108885327754257e-06, "train_loss": 2.073546269556859, "test_loss": 0.7379211698259626, "test_acc1": 85.38841304002943, "test_acc5": 97.34895552365906, "epoch": 290}
|
| 292 |
+
{"train_lr": 1.339642487167059e-06, "train_loss": 2.0216149608572045, "test_loss": 0.7317784428596497, "test_acc1": 85.38841331284378, "test_acc5": 97.348956699583, "epoch": 291}
|
| 293 |
+
{"train_lr": 1.2751581946090409e-06, "train_loss": 2.0373327290261543, "test_loss": 0.7504247001239231, "test_acc1": 85.2651082802054, "test_acc5": 97.22565049102069, "epoch": 292}
|
| 294 |
+
{"train_lr": 1.217442726530728e-06, "train_loss": 2.1300052287695292, "test_loss": 0.7664447256496975, "test_acc1": 85.14180439526879, "test_acc5": 97.4106083127926, "epoch": 293}
|
| 295 |
+
{"train_lr": 1.1665024120835977e-06, "train_loss": 2.0899927132613176, "test_loss": 0.757563625063215, "test_acc1": 85.0801504302113, "test_acc5": 97.16399797470149, "epoch": 294}
|
| 296 |
+
{"train_lr": 1.1223428374471647e-06, "train_loss": 2.1162890229191813, "test_loss": 0.7966088397162301, "test_acc1": 85.20345483255446, "test_acc5": 97.16399797470149, "epoch": 295}
|
| 297 |
+
{"train_lr": 1.084968845216421e-06, "train_loss": 2.088946340800999, "test_loss": 0.7441663146018982, "test_acc1": 85.2034560084784, "test_acc5": 97.28730300733987, "epoch": 296}
|
| 298 |
+
{"train_lr": 1.054384533870781e-06, "train_loss": 2.0814953750663703, "test_loss": 0.7113271355628967, "test_acc1": 85.45006582916298, "test_acc5": 97.34895552365906, "epoch": 297}
|
| 299 |
+
{"train_lr": 1.0305932573246405e-06, "train_loss": 2.100034574528674, "test_loss": 0.7325688770839146, "test_acc1": 85.3267607965246, "test_acc5": 97.34895552365906, "epoch": 298}
|
| 300 |
+
{"train_lr": 1.0135976245595792e-06, "train_loss": 2.0792929175850396, "test_loss": 0.7485043917383466, "test_acc1": 85.20345576388621, "test_acc5": 97.348956699583, "epoch": 299}
|