DeepLearner101
commited on
Commit
•
e799cfc
1
Parent(s):
4a915b6
Add pytorch_model_0048.pth and related files
Browse files- pytorch_model_0048.pth +3 -0
- training_metrics_0048.json +1 -0
pytorch_model_0048.pth
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:d2c7fd01a21d67879ef679639a5ab939f2ec9ef4647036276640e5ac593c2cc6
|
3 |
+
size 102549342
|
training_metrics_0048.json
ADDED
@@ -0,0 +1 @@
|
|
|
|
|
1 |
+
{"0.001": [{"training_loss": 0.06020174741279334, "training_accuracy": 81.7578125, "adversarial_training_loss": 0.07341385977342725, "adversarial_training_accuracy": 65.8203125, "validation_accuracy": 82.0, "validation_loss": 0.015492675125598907, "adversarial_validation_accuracy": 88.2, "adversarial_validation_loss": 0.00882662719488144, "average_validation_accuracy": 85.1}, {"training_loss": 0.030231227609328927, "training_accuracy": 92.734375, "adversarial_training_loss": 0.040518454369157554, "adversarial_training_accuracy": 81.7578125, "validation_accuracy": 74.4, "validation_loss": 0.084916846036911, "adversarial_validation_accuracy": 87.6, "adversarial_validation_loss": 0.008600158154964448, "average_validation_accuracy": 81.0}, {"training_loss": 0.029610351915471254, "training_accuracy": 93.28125, "adversarial_training_loss": 0.037972452421672645, "adversarial_training_accuracy": 84.1015625, "validation_accuracy": 75.2, "validation_loss": 0.0507975013256073, "adversarial_validation_accuracy": 84.0, "adversarial_validation_loss": 0.009695822715759278, "average_validation_accuracy": 79.6}, {"training_loss": 0.029920792649500073, "training_accuracy": 92.4609375, "adversarial_training_loss": 0.037500317324884236, "adversarial_training_accuracy": 84.8046875, "validation_accuracy": 81.6, "validation_loss": 0.024168479442596435, "adversarial_validation_accuracy": 84.0, "adversarial_validation_loss": 0.009237330496311189, "average_validation_accuracy": 82.8}, {"training_loss": 0.027963452227413654, "training_accuracy": 94.375, "adversarial_training_loss": 0.03375817369669676, "adversarial_training_accuracy": 88.28125, "validation_accuracy": 69.2, "validation_loss": 0.09789762353897094, "adversarial_validation_accuracy": 84.8, "adversarial_validation_loss": 0.00920715606212616, "average_validation_accuracy": 77.0}, {"training_loss": 0.026212486252188683, "training_accuracy": 96.171875, "adversarial_training_loss": 0.03229701432865113, "adversarial_training_accuracy": 89.3359375, "validation_accuracy": 70.8, "validation_loss": 0.13821389150619506, "adversarial_validation_accuracy": 90.6, "adversarial_validation_loss": 0.006128612458705902, "average_validation_accuracy": 80.69999999999999}, {"training_loss": 0.025190674234181643, "training_accuracy": 96.8359375, "adversarial_training_loss": 0.029533960507251322, "adversarial_training_accuracy": 92.5390625, "validation_accuracy": 67.6, "validation_loss": 0.16245398139953612, "adversarial_validation_accuracy": 88.4, "adversarial_validation_loss": 0.0069880411028862, "average_validation_accuracy": 78.0}, {"training_loss": 0.024607837875373663, "training_accuracy": 97.8125, "adversarial_training_loss": 0.029075638647191225, "adversarial_training_accuracy": 92.890625, "validation_accuracy": 68.8, "validation_loss": 0.1643067560195923, "adversarial_validation_accuracy": 89.6, "adversarial_validation_loss": 0.0064280864894390105, "average_validation_accuracy": 79.19999999999999}, {"training_loss": 0.024761340487748383, "training_accuracy": 96.953125, "adversarial_training_loss": 0.02898143359925598, "adversarial_training_accuracy": 92.8515625, "validation_accuracy": 65.0, "validation_loss": 0.25494043445587156, "adversarial_validation_accuracy": 88.4, "adversarial_validation_loss": 0.006929044127464295, "average_validation_accuracy": 76.7}, {"training_loss": 0.024326198198832572, "training_accuracy": 97.34375, "adversarial_training_loss": 0.028591994009912015, "adversarial_training_accuracy": 93.0859375, "validation_accuracy": 70.0, "validation_loss": 0.1531721019744873, "adversarial_validation_accuracy": 90.0, "adversarial_validation_loss": 0.006278088167309761, "average_validation_accuracy": 80.0}], "0.003": [{"training_loss": 0.02418775635305792, "training_accuracy": 97.5, "adversarial_training_loss": 0.032815096364356575, "adversarial_training_accuracy": 88.984375, "validation_accuracy": 71.6, "validation_loss": 0.16319598197937013, "adversarial_validation_accuracy": 86.8, "adversarial_validation_loss": 0.007608857572078705, "average_validation_accuracy": 79.19999999999999}, {"training_loss": 0.02425726221408695, "training_accuracy": 97.8125, "adversarial_training_loss": 0.032402619160711764, "adversarial_training_accuracy": 89.453125, "validation_accuracy": 73.0, "validation_loss": 0.12967347145080566, "adversarial_validation_accuracy": 92.8, "adversarial_validation_loss": 0.004848050341010094, "average_validation_accuracy": 82.9}, {"training_loss": 0.023731625592336058, "training_accuracy": 97.9296875, "adversarial_training_loss": 0.030459086084738372, "adversarial_training_accuracy": 91.5234375, "validation_accuracy": 74.6, "validation_loss": 0.12400921535491943, "adversarial_validation_accuracy": 92.0, "adversarial_validation_loss": 0.005277995735406876, "average_validation_accuracy": 83.3}, {"training_loss": 0.023886005813255905, "training_accuracy": 97.9296875, "adversarial_training_loss": 0.030844364082440734, "adversarial_training_accuracy": 91.2890625, "validation_accuracy": 70.6, "validation_loss": 0.1516009249687195, "adversarial_validation_accuracy": 92.8, "adversarial_validation_loss": 0.004922403544187545, "average_validation_accuracy": 81.69999999999999}, {"training_loss": 0.023706343490630388, "training_accuracy": 98.0859375, "adversarial_training_loss": 0.029841091600246727, "adversarial_training_accuracy": 91.71875, "validation_accuracy": 71.8, "validation_loss": 0.16624479913711548, "adversarial_validation_accuracy": 90.6, "adversarial_validation_loss": 0.005521984279155731, "average_validation_accuracy": 81.19999999999999}, {"training_loss": 0.024294619052670895, "training_accuracy": 97.4609375, "adversarial_training_loss": 0.030753925791941583, "adversarial_training_accuracy": 91.2890625, "validation_accuracy": 67.4, "validation_loss": 0.2111345453262329, "adversarial_validation_accuracy": 90.6, "adversarial_validation_loss": 0.005181976944208145, "average_validation_accuracy": 79.0}, {"training_loss": 0.024367585964500903, "training_accuracy": 97.265625, "adversarial_training_loss": 0.030650593456812203, "adversarial_training_accuracy": 91.171875, "validation_accuracy": 69.2, "validation_loss": 0.1995587959289551, "adversarial_validation_accuracy": 91.6, "adversarial_validation_loss": 0.005724672287702561, "average_validation_accuracy": 80.4}, {"training_loss": 0.023808658355847, "training_accuracy": 98.0078125, "adversarial_training_loss": 0.030165279540233313, "adversarial_training_accuracy": 91.3671875, "validation_accuracy": 71.0, "validation_loss": 0.15850044918060302, "adversarial_validation_accuracy": 89.8, "adversarial_validation_loss": 0.006397119879722595, "average_validation_accuracy": 80.4}, {"training_loss": 0.023758234968408943, "training_accuracy": 98.0078125, "adversarial_training_loss": 0.029612865974195303, "adversarial_training_accuracy": 91.640625, "validation_accuracy": 67.8, "validation_loss": 0.18540240001678468, "adversarial_validation_accuracy": 89.0, "adversarial_validation_loss": 0.007066008716821671, "average_validation_accuracy": 78.4}, {"training_loss": 0.023569409782066942, "training_accuracy": 98.046875, "adversarial_training_loss": 0.029528465261682867, "adversarial_training_accuracy": 91.7578125, "validation_accuracy": 72.4, "validation_loss": 0.151601881980896, "adversarial_validation_accuracy": 89.4, "adversarial_validation_loss": 0.006711497664451599, "average_validation_accuracy": 80.9}, {"training_loss": 0.023643536539748312, "training_accuracy": 97.9296875, "adversarial_training_loss": 0.029560654936358333, "adversarial_training_accuracy": 92.3828125, "validation_accuracy": 76.4, "validation_loss": 0.11930680751800538, "adversarial_validation_accuracy": 92.2, "adversarial_validation_loss": 0.004964677885174751, "average_validation_accuracy": 84.30000000000001}, {"training_loss": 0.02342433996964246, "training_accuracy": 98.3984375, "adversarial_training_loss": 0.029298273357562722, "adversarial_training_accuracy": 92.3828125, "validation_accuracy": 71.2, "validation_loss": 0.13864856743812562, "adversarial_validation_accuracy": 90.4, "adversarial_validation_loss": 0.006113532140851021, "average_validation_accuracy": 80.80000000000001}, {"training_loss": 0.023509809700772166, "training_accuracy": 98.203125, "adversarial_training_loss": 0.0296867533121258, "adversarial_training_accuracy": 91.6015625, "validation_accuracy": 72.6, "validation_loss": 0.12397843027114869, "adversarial_validation_accuracy": 90.2, "adversarial_validation_loss": 0.0066042721867561344, "average_validation_accuracy": 81.4}, {"training_loss": 0.023955073952674866, "training_accuracy": 97.6953125, "adversarial_training_loss": 0.03029111016076058, "adversarial_training_accuracy": 91.875, "validation_accuracy": 70.4, "validation_loss": 0.16995108652114868, "adversarial_validation_accuracy": 91.2, "adversarial_validation_loss": 0.005735841497778892, "average_validation_accuracy": 80.80000000000001}, {"training_loss": 0.023624452110379935, "training_accuracy": 97.8515625, "adversarial_training_loss": 0.02964729575905949, "adversarial_training_accuracy": 91.953125, "validation_accuracy": 75.2, "validation_loss": 0.13956882953643798, "adversarial_validation_accuracy": 90.4, "adversarial_validation_loss": 0.005955647051334381, "average_validation_accuracy": 82.80000000000001}, {"training_loss": 0.023696510307490825, "training_accuracy": 98.0078125, "adversarial_training_loss": 0.02962625885847956, "adversarial_training_accuracy": 91.8359375, "validation_accuracy": 72.8, "validation_loss": 0.13333806943893434, "adversarial_validation_accuracy": 92.0, "adversarial_validation_loss": 0.005297768831253052, "average_validation_accuracy": 82.4}, {"training_loss": 0.023269461910240354, "training_accuracy": 98.7109375, "adversarial_training_loss": 0.028371679503470658, "adversarial_training_accuracy": 93.5546875, "validation_accuracy": 69.6, "validation_loss": 0.1617622022628784, "adversarial_validation_accuracy": 89.2, "adversarial_validation_loss": 0.0068849301338195805, "average_validation_accuracy": 79.4}, {"training_loss": 0.02350118353497237, "training_accuracy": 98.203125, "adversarial_training_loss": 0.029230977408587933, "adversarial_training_accuracy": 92.578125, "validation_accuracy": 75.6, "validation_loss": 0.13612235116958618, "adversarial_validation_accuracy": 89.2, "adversarial_validation_loss": 0.006192409932613373, "average_validation_accuracy": 82.4}, {"training_loss": 0.023294274392537773, "training_accuracy": 98.359375, "adversarial_training_loss": 0.028786968323402107, "adversarial_training_accuracy": 92.6171875, "validation_accuracy": 76.6, "validation_loss": 0.11754868268966674, "adversarial_validation_accuracy": 92.0, "adversarial_validation_loss": 0.005281851336359978, "average_validation_accuracy": 84.3}, {"training_loss": 0.023800212563946842, "training_accuracy": 97.8125, "adversarial_training_loss": 0.029786758357658982, "adversarial_training_accuracy": 92.4609375, "validation_accuracy": 73.4, "validation_loss": 0.14629251527786255, "adversarial_validation_accuracy": 89.8, "adversarial_validation_loss": 0.0060520248711109165, "average_validation_accuracy": 81.6}], "0.0048": [{"training_loss": 0.023316558450460434, "training_accuracy": 98.3203125, "adversarial_training_loss": 0.03201625542715192, "adversarial_training_accuracy": 90.0390625, "validation_accuracy": 68.4, "validation_loss": 0.1856466112136841, "adversarial_validation_accuracy": 91.2, "adversarial_validation_loss": 0.006034022927284241, "average_validation_accuracy": 79.80000000000001}, {"training_loss": 0.02354071580339223, "training_accuracy": 98.3203125, "adversarial_training_loss": 0.032113438565284015, "adversarial_training_accuracy": 90.3515625, "validation_accuracy": 70.8, "validation_loss": 0.17805820655822754, "adversarial_validation_accuracy": 91.2, "adversarial_validation_loss": 0.0059119478166103365, "average_validation_accuracy": 81.0}, {"training_loss": 0.02341831524390727, "training_accuracy": 98.359375, "adversarial_training_loss": 0.03181200835388154, "adversarial_training_accuracy": 89.8828125, "validation_accuracy": 69.4, "validation_loss": 0.15956898021698, "adversarial_validation_accuracy": 91.8, "adversarial_validation_loss": 0.006020445853471756, "average_validation_accuracy": 80.6}, {"training_loss": 0.023612717073410748, "training_accuracy": 98.1640625, "adversarial_training_loss": 0.03308721713256091, "adversarial_training_accuracy": 89.453125, "validation_accuracy": 74.2, "validation_loss": 0.14509427738189698, "adversarial_validation_accuracy": 91.6, "adversarial_validation_loss": 0.00579406812787056, "average_validation_accuracy": 82.9}, {"training_loss": 0.023591089341789485, "training_accuracy": 98.125, "adversarial_training_loss": 0.0321215680334717, "adversarial_training_accuracy": 90.390625, "validation_accuracy": 72.8, "validation_loss": 0.15125278282165527, "adversarial_validation_accuracy": 89.4, "adversarial_validation_loss": 0.00675916862487793, "average_validation_accuracy": 81.1}, {"training_loss": 0.02342214931268245, "training_accuracy": 98.2421875, "adversarial_training_loss": 0.032172430166974665, "adversarial_training_accuracy": 90.078125, "validation_accuracy": 71.8, "validation_loss": 0.14453097915649413, "adversarial_validation_accuracy": 92.4, "adversarial_validation_loss": 0.0053166703432798385, "average_validation_accuracy": 82.1}, {"training_loss": 0.023523845872841776, "training_accuracy": 98.046875, "adversarial_training_loss": 0.032124209520407024, "adversarial_training_accuracy": 89.4140625, "validation_accuracy": 67.0, "validation_loss": 0.19661890363693238, "adversarial_validation_accuracy": 91.2, "adversarial_validation_loss": 0.0058024336993694305, "average_validation_accuracy": 79.1}, {"training_loss": 0.023647720040753484, "training_accuracy": 97.9296875, "adversarial_training_loss": 0.03235969094093889, "adversarial_training_accuracy": 90.1171875, "validation_accuracy": 69.6, "validation_loss": 0.18537295961380004, "adversarial_validation_accuracy": 90.2, "adversarial_validation_loss": 0.006350841224193573, "average_validation_accuracy": 79.9}, {"training_loss": 0.02378990426659584, "training_accuracy": 97.8515625, "adversarial_training_loss": 0.032670959993265566, "adversarial_training_accuracy": 89.7265625, "validation_accuracy": 73.6, "validation_loss": 0.14644936084747315, "adversarial_validation_accuracy": 89.0, "adversarial_validation_loss": 0.006987712562084198, "average_validation_accuracy": 81.3}, {"training_loss": 0.024171820119954647, "training_accuracy": 97.5, "adversarial_training_loss": 0.033972171624191104, "adversarial_training_accuracy": 88.75, "validation_accuracy": 71.8, "validation_loss": 0.18560714530944825, "adversarial_validation_accuracy": 92.6, "adversarial_validation_loss": 0.005688818603754043, "average_validation_accuracy": 82.19999999999999}, {"training_loss": 0.02369304990861565, "training_accuracy": 97.96875, "adversarial_training_loss": 0.032650475949049, "adversarial_training_accuracy": 89.765625, "validation_accuracy": 70.2, "validation_loss": 0.19718325519561766, "adversarial_validation_accuracy": 91.2, "adversarial_validation_loss": 0.006003228038549423, "average_validation_accuracy": 80.7}, {"training_loss": 0.02364912882912904, "training_accuracy": 97.8515625, "adversarial_training_loss": 0.032808092911727725, "adversarial_training_accuracy": 89.4921875, "validation_accuracy": 68.4, "validation_loss": 0.17459814453125, "adversarial_validation_accuracy": 90.6, "adversarial_validation_loss": 0.005595140606164933, "average_validation_accuracy": 79.5}, {"training_loss": 0.02376900129020214, "training_accuracy": 98.046875, "adversarial_training_loss": 0.032598762889392674, "adversarial_training_accuracy": 89.53125, "validation_accuracy": 66.8, "validation_loss": 0.2163765892982483, "adversarial_validation_accuracy": 88.2, "adversarial_validation_loss": 0.006987614065408707, "average_validation_accuracy": 77.5}], "0.0064": [], "0.0079": [], "0.0092": [], "0.0104": [], "0.0114": [], "0.0124": [], "0.0134": [], "0.0144": [], "0.0154": [], "0.0164": [], "0.0174": [], "0.0184": [], "0.0194": [], "0.0204": []}
|