diff --git a/birads/three/saved/densenet121_512_3/fold2/checkpoint.pth b/birads/three/saved/densenet121_512_3/fold2/checkpoint.pth
new file mode 100644
index 0000000000000000000000000000000000000000..e0c9942c102d763948bf3e75b6d89acbb488c118
--- /dev/null
+++ b/birads/three/saved/densenet121_512_3/fold2/checkpoint.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5b7cd9c0f4c369d8526f34ad87678be28248dfe212536b020f1c16caf4781796
+size 29485674
diff --git a/birads/three/saved/densenet121_512_3/fold2/log.json b/birads/three/saved/densenet121_512_3/fold2/log.json
new file mode 100644
index 0000000000000000000000000000000000000000..6ccfe954b85df57f9ea7a007a929fd22554b3fb8
--- /dev/null
+++ b/birads/three/saved/densenet121_512_3/fold2/log.json
@@ -0,0 +1 @@
+{"train_loss": [0.9904445310433706, 0.9065688302119573, 0.8253370771805445, 0.813127671678861, 0.767849420507749, 0.7455930560827255, 0.7338627775510153, 0.7118562310934067, 0.6912196824947993, 0.6336168920000395, 0.5831450819969177, 0.5782598331570625, 0.5978499179085096, 0.6793101529280344, 0.6558099935452143, 0.5817901616295179, 0.5156543379028639, 0.4974921867251396, 0.5070321721335252, 0.47730399419864017, 0.4430820581813653, 0.5144927377502123, 0.49856263150771457, 0.44823834548393887, 0.36972473561763763, 0.3556228193144004, 0.35384829963246983, 0.3780309669673443, 0.45412729183832806, 0.367214181770881, 0.3363301878174146, 0.3101717010140419, 0.2627337761223316, 0.2471630455305179, 0.2346902216474215, 0.22154153510928154, 0.19743160406748453, 0.21308065640429655, 0.21256790806849798, 0.17609315365552902, 0.17080959305167198, 0.16789719959100088, 0.16334238400061926, 0.19202999646464983, 0.15976858511567116, 0.17051684856414795, 0.15660400005678335, 0.144740025823315, 0.132660415644447, 0.1387600190937519, 0.13240525436898073, 0.10121705134709676, 0.1178893552472194, 0.12148967167983453, 0.10952723522981007, 0.0948205462967356, 0.09543837513774633, 0.10821706242859364, 0.09267601122458775, 0.08368981039772432, 0.07987521775066853, 0.07228357624262571, 0.06531688229491313, 0.08131500737120707, 0.10128199961036444, 0.06528845118979613, 0.08363041436920564, 0.08041145062694947, 0.07181657167772452, 0.0752651287863652, 0.08006437526394923, 0.0719956091294686, 0.11482479811335604, 0.07255668006837368, 0.08964624255895615, 0.06928599315385024, 0.05829637839148442, 0.07436319813132286, 0.08260184060782194, 0.07446632642919819, 0.062439666129648685, 0.0883489412566026, 0.082340852667888, 0.0851003307228287, 0.055599482730031013, 0.09343238019694884, 0.0740183951954047, 0.08526305357615153, 0.07028872007504106, 0.06546555894116561, 0.06800601879755656, 0.06427056901156902, 0.0752045897146066, 0.07955392030999064, 0.08488287900884946, 0.0623338067283233, 0.07014856425424416, 0.06550914778684576, 0.059870609703163304, 0.07729683847477038], "train_acc": [0.5882352941176471, 0.6283422459893048, 0.6550802139037433, 0.6684491978609626, 0.7219251336898396, 0.7005347593582888, 0.7219251336898396, 0.7085561497326203, 0.7219251336898396, 0.7566844919786097, 0.7593582887700535, 0.7700534759358288, 0.7513368983957219, 0.7352941176470589, 0.7593582887700535, 0.7780748663101604, 0.7780748663101604, 0.7914438502673797, 0.7967914438502673, 0.7887700534759359, 0.8288770053475936, 0.7994652406417112, 0.8288770053475936, 0.8181818181818182, 0.8449197860962567, 0.8663101604278075, 0.8475935828877005, 0.8556149732620321, 0.8101604278074866, 0.8609625668449198, 0.8609625668449198, 0.8689839572192514, 0.8983957219251337, 0.8850267379679144, 0.9064171122994652, 0.9037433155080213, 0.9224598930481284, 0.9197860962566845, 0.9197860962566845, 0.9358288770053476, 0.9572192513368984, 0.9572192513368984, 0.9411764705882353, 0.9358288770053476, 0.9385026737967914, 0.9331550802139037, 0.9545454545454546, 0.9679144385026738, 0.9679144385026738, 0.9625668449197861, 0.9598930481283422, 0.9812834224598931, 0.9705882352941176, 0.9625668449197861, 0.9679144385026738, 0.9786096256684492, 0.9812834224598931, 0.9732620320855615, 0.9732620320855615, 0.9812834224598931, 0.9866310160427807, 0.9893048128342246, 0.9893048128342246, 0.9812834224598931, 0.9705882352941176, 0.9919786096256684, 0.9812834224598931, 0.9866310160427807, 0.9893048128342246, 0.9866310160427807, 0.983957219251337, 0.9893048128342246, 0.9572192513368984, 0.9919786096256684, 0.9786096256684492, 0.9893048128342246, 0.9973262032085561, 0.9893048128342246, 0.9866310160427807, 0.9866310160427807, 0.9946524064171123, 0.9866310160427807, 0.9759358288770054, 0.9812834224598931, 0.9919786096256684, 0.9759358288770054, 0.983957219251337, 0.9679144385026738, 0.9893048128342246, 0.9866310160427807, 0.9919786096256684, 0.9946524064171123, 0.9732620320855615, 0.9732620320855615, 0.9786096256684492, 0.9893048128342246, 0.9812834224598931, 0.9919786096256684, 0.9919786096256684, 0.9866310160427807], "test_loss": [1.0235814253489177, 0.9554841419061025, 0.933066725730896, 1.102138136823972, 0.9636087814966837, 2.5898201068242392, 0.91530309120814, 0.8076917032400767, 1.1392015566428502, 4.83276506748219, 0.6425548493862152, 0.9874330361684164, 1.3141220609347026, 2.6071124747395515, 1.4334311733643215, 21.083842913309734, 1.0833878324677546, 1.3126537799835205, 0.9128043055534363, 1.6148568093776703, 1.2442596157391865, 20.533864974975586, 0.8971536556879679, 3.582737296509246, 1.0928198546171188, 1.1413157035907109, 0.8090998629728953, 1.608239620923996, 2.902895078761503, 2.2140067418416343, 1.2642570982376735, 1.4864338586727779, 1.4695812140901883, 1.469609687725703, 1.480561022957166, 1.3258571823438008, 1.1420433868964512, 1.1776685267686844, 1.2673180003960927, 1.2679218153158824, 1.3316959242026012, 1.4005321711301804, 1.3714785476525624, 1.4417620102564495, 1.2041057348251343, 1.198348234097163, 1.5159938385089238, 1.4044091701507568, 1.3877686858177185, 1.5465069115161896, 1.520327349503835, 1.4846203525861104, 1.4943995078404744, 1.4927658438682556, 1.4504049917062123, 1.4661582310994465, 1.4450307786464691, 1.519505927960078, 1.5435250997543335, 1.5424628059069316, 1.7192447086175282, 1.64723406235377, 1.5628290275732677, 1.5816186666488647, 1.5606911381085713, 1.6079756319522858, 1.64211505651474, 1.5328862071037292, 1.5388656655947368, 1.506513734658559, 1.6655836900075276, 1.6153316696484883, 1.4012375473976135, 1.4884486695130665, 1.6731620132923126, 1.496578613917033, 1.512001891930898, 1.6282685995101929, 1.7557756801446278, 1.6462973952293396, 1.6853525439898174, 1.5906680325667064, 1.548911730448405, 1.6185254851977031, 1.6014072000980377, 1.464061697324117, 1.5811896721522014, 1.6349930663903554, 1.5831088225046794, 1.666151334842046, 1.741453508536021, 1.5691681305567424, 1.5759236613909404, 1.5484198331832886, 1.5900281171003978, 1.5703275203704834, 1.664985716342926, 1.5683845579624176, 1.6358866890271504, 1.5238500237464905], "test_acc": [0.6170212765957447, 0.6276595744680851, 0.6170212765957447, 0.648936170212766, 0.5106382978723404, 0.24468085106382978, 0.648936170212766, 0.6808510638297872, 0.6914893617021277, 0.6170212765957447, 0.7127659574468085, 0.6595744680851063, 0.35106382978723405, 0.6914893617021277, 0.6276595744680851, 0.6170212765957447, 0.7127659574468085, 0.2872340425531915, 0.7446808510638298, 0.6808510638297872, 0.44680851063829785, 0.6170212765957447, 0.7021276595744681, 0.6382978723404256, 0.6914893617021277, 0.723404255319149, 0.7127659574468085, 0.7021276595744681, 0.648936170212766, 0.4148936170212766, 0.6808510638297872, 0.7127659574468085, 0.7127659574468085, 0.7127659574468085, 0.7127659574468085, 0.7021276595744681, 0.6914893617021277, 0.6914893617021277, 0.7127659574468085, 0.6808510638297872, 0.6914893617021277, 0.7127659574468085, 0.7127659574468085, 0.7127659574468085, 0.7127659574468085, 0.7021276595744681, 0.7127659574468085, 0.7340425531914894, 0.6914893617021277, 0.7127659574468085, 0.7446808510638298, 0.7340425531914894, 0.7340425531914894, 0.7446808510638298, 0.723404255319149, 0.7127659574468085, 0.7553191489361702, 0.7446808510638298, 0.7340425531914894, 0.776595744680851, 0.7446808510638298, 0.7553191489361702, 0.7553191489361702, 0.7553191489361702, 0.7553191489361702, 0.7659574468085106, 0.723404255319149, 0.7553191489361702, 0.7659574468085106, 0.7659574468085106, 0.7127659574468085, 0.7446808510638298, 0.7659574468085106, 0.7659574468085106, 0.7127659574468085, 0.7553191489361702, 0.7553191489361702, 0.7659574468085106, 0.723404255319149, 0.7446808510638298, 0.723404255319149, 0.7446808510638298, 0.7553191489361702, 0.7553191489361702, 0.7127659574468085, 0.7446808510638298, 0.7553191489361702, 0.7127659574468085, 0.7553191489361702, 0.7340425531914894, 0.7127659574468085, 0.7553191489361702, 0.7553191489361702, 0.7446808510638298, 0.7659574468085106, 0.7553191489361702, 0.7553191489361702, 0.7553191489361702, 0.7340425531914894, 0.7446808510638298], "test_auc": [0.6843608361141849, 0.8007225930726035, 0.6534175597754137, 0.7880486511957162, 0.7311066179187868, 0.5675912988157688, 0.6993576438176321, 0.7467852628866606, 0.7800932271983131, 0.6884592982490337, 0.8501033046201777, 0.7193314164447142, 0.6685830180224416, 0.7095028348050604, 0.7295057119795573, 0.4832143971083891, 0.8227474548375131, 0.7127968424866924, 0.8060030056464352, 0.7386525520260884, 0.7458167877125065, 0.48024094302246306, 0.7765216110562217, 0.7065146632139839, 0.7749281407408329, 0.8096976684537364, 0.8167306974229804, 0.7764607833250156, 0.6952694619612334, 0.6940489501380417, 0.7747043484330357, 0.7709550936581788, 0.7858793432423871, 0.7711103811348877, 0.7833695457154853, 0.7915237274725665, 0.807443602409969, 0.8120795079099965, 0.8096987847582033, 0.7986763785756895, 0.7938792046802595, 0.8047859129234523, 0.7977469164044303, 0.7973100093747517, 0.8138088214496607, 0.8041440478816275, 0.7859521996555592, 0.7936745148819863, 0.7962277037316983, 0.7932018802604636, 0.7911850719471264, 0.7944498225921482, 0.7984397930510555, 0.7973396236120802, 0.8119302280898126, 0.8015397116490642, 0.8006739653125967, 0.7983490561308167, 0.8046639357715041, 0.8036247532373882, 0.7936689513241321, 0.7952357610970205, 0.800136912570426, 0.8024855607688312, 0.7998675665176922, 0.8012492197315866, 0.8022253552944779, 0.8035435608874534, 0.8021220632912147, 0.8031788414073797, 0.7995957597488991, 0.8000926998948529, 0.8126725070580022, 0.8029305054413393, 0.7979185607495866, 0.8003015954704723, 0.8006881463900021, 0.7974240813196922, 0.7887069320127732, 0.7964954237900511, 0.7940961512676242, 0.7985625882135374, 0.7990914541659123, 0.7957234115176272, 0.799144121845154, 0.8089634839462684, 0.7958885117785129, 0.7949860539815563, 0.796506339509779, 0.7934657684533333, 0.7888957712902842, 0.7967522147597603, 0.796796695649206, 0.8000587173642959, 0.7972909068652276, 0.802448849308342, 0.793726927716271, 0.7987042176716707, 0.7957815370567328, 0.8001677354412958], "test_f1": [0.2543859649122807, 0.28444444444444444, 0.32010706975279485, 0.35095785440613025, 0.3538011695906433, 0.13105413105413105, 0.41644503546099293, 0.4402246814218645, 0.43281653746770027, 0.2543859649122807, 0.4764606977721731, 0.44975845410628024, 0.3493061794948587, 0.4190561529271207, 0.28384841795437826, 0.2543859649122807, 0.5252120706438603, 0.2739922682160378, 0.5029239766081871, 0.48165374677002587, 0.42714198456327385, 0.2543859649122807, 0.5803030303030302, 0.3111111111111111, 0.5126763668430335, 0.4716162775864268, 0.570367515249405, 0.5949078523074295, 0.3601623601623601, 0.3332616487455197, 0.4782709980078401, 0.5245098039215687, 0.5216412490922294, 0.5476190476190476, 0.5711399711399712, 0.5369713224675058, 0.5512735326688815, 0.5489375244810027, 0.5674498529460362, 0.522357038534996, 0.548611111111111, 0.5645047762694823, 0.5754891103728313, 0.5754891103728313, 0.5830894308943089, 0.5538104758096761, 0.5677384532346365, 0.6193588546529724, 0.5427654320987654, 0.580717383107089, 0.6286497521143191, 0.6169723803499895, 0.611566742081448, 0.6327746613372675, 0.6221228680245073, 0.5920698924731184, 0.6521277374935912, 0.6357477211135748, 0.6142710952726226, 0.69339314082796, 0.6468981035036966, 0.6553843147539635, 0.6657198257409785, 0.6553843147539635, 0.6657198257409785, 0.6745644599303136, 0.5971000325839037, 0.6553843147539635, 0.6745644599303136, 0.6745644599303136, 0.5814985492404847, 0.6357477211135748, 0.6745644599303136, 0.6745644599303136, 0.5814985492404847, 0.6518861165623151, 0.6518861165623151, 0.6745644599303136, 0.5974462365591399, 0.6357477211135748, 0.5947501581277672, 0.6357477211135748, 0.6518861165623151, 0.6518861165623151, 0.5745103473762011, 0.6434122647237401, 0.6518861165623151, 0.5755946562398175, 0.6553843147539635, 0.6142710952726226, 0.5776161616161616, 0.6518861165623151, 0.6518861165623151, 0.6332946186604723, 0.6745644599303136, 0.6518861165623151, 0.6553843147539635, 0.6518861165623151, 0.6155457009115546, 0.6434122647237401]}
\ No newline at end of file
diff --git a/birads/three/saved/densenet121_512_3/fold2/model_acc.pth b/birads/three/saved/densenet121_512_3/fold2/model_acc.pth
new file mode 100644
index 0000000000000000000000000000000000000000..4990f3b421abbdca2d590bd4fcd353d93f544593
--- /dev/null
+++ b/birads/three/saved/densenet121_512_3/fold2/model_acc.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:aebec4caacfd51550bc6bdcd6b1b8b0a533149f40f11430a5e077b04f334355f
+size 29484939
diff --git a/birads/three/saved/densenet121_512_3/fold2/model_auc.pth b/birads/three/saved/densenet121_512_3/fold2/model_auc.pth
new file mode 100644
index 0000000000000000000000000000000000000000..db79b21a76000ac0d0d6b38713378bd6c7cbe5b9
--- /dev/null
+++ b/birads/three/saved/densenet121_512_3/fold2/model_auc.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3e8664be57a323ae56d2772521f5a6cf6fdb37ae6b3f3425cbf5c08e3479d508
+size 29484939
diff --git a/birads/three/saved/densenet121_512_3/fold2/model_f1.pth b/birads/three/saved/densenet121_512_3/fold2/model_f1.pth
new file mode 100644
index 0000000000000000000000000000000000000000..454ba97c813f8110afc837331d40943ee640d155
--- /dev/null
+++ b/birads/three/saved/densenet121_512_3/fold2/model_f1.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c1d2be2264750ddfb5180dfffa2829fa9cf1752abbdb1db4b0ba2bd910fdf046
+size 29484204
diff --git a/birads/three/saved/densenet121_512_3/fold2/model_loss.pth b/birads/three/saved/densenet121_512_3/fold2/model_loss.pth
new file mode 100644
index 0000000000000000000000000000000000000000..a8eefb6bd2b26d08d9edde48be734d9ddb1aa030
--- /dev/null
+++ b/birads/three/saved/densenet121_512_3/fold2/model_loss.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a1dcc293e44edef27322847f71575980a2fce239a19eb5e56c03687ae9814669
+size 29485674
diff --git a/birads/three/saved/densenet121_512_3/fold3/checkpoint.pth b/birads/three/saved/densenet121_512_3/fold3/checkpoint.pth
new file mode 100644
index 0000000000000000000000000000000000000000..c77ac8f3c47e120cbfd7df21ab132776150d0784
--- /dev/null
+++ b/birads/three/saved/densenet121_512_3/fold3/checkpoint.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2a49b7965e3e29b350597358947a50459d1aaed30783dd500290c5617db4fbe3
+size 29485674
diff --git a/birads/three/saved/densenet121_512_3/fold3/log.json b/birads/three/saved/densenet121_512_3/fold3/log.json
new file mode 100644
index 0000000000000000000000000000000000000000..aaeef73643a155467ede0cd82076e059a7089e1b
--- /dev/null
+++ b/birads/three/saved/densenet121_512_3/fold3/log.json
@@ -0,0 +1 @@
+{"train_loss": [0.9616676767667135, 0.8707006275653839, 0.8469781676928202, 0.8108193576335907, 0.7690673520167669, 0.8163955907026926, 0.7721719642480215, 0.6840885877609253, 0.7372727245092392, 0.6647754559914271, 0.6335412388046583, 0.6191044350465139, 0.6302722990512848, 0.5549576928218206, 0.5332806383570036, 0.5979209517439207, 0.5958162943522135, 0.5741995200514793, 0.5906514624754587, 0.5612936889131864, 0.5287849778930346, 0.5447744453946749, 0.4716474339365959, 0.4274155447880427, 0.4105850358804067, 0.4066256433725357, 0.4894769589106242, 0.4917580100397269, 0.40273547420899075, 0.4032697056730588, 0.33143573502699536, 0.2815389620761077, 0.22792452263335386, 0.22732659553488097, 0.227812971919775, 0.21784861634174982, 0.24772532284259796, 0.19024919345974922, 0.18524773853520551, 0.18014478869736195, 0.16669687380393347, 0.16429434406260648, 0.17542629006008306, 0.14235462124149004, 0.15319446722666422, 0.14975614535311857, 0.15710251157482466, 0.14588087362547716, 0.14393213639656702, 0.12985046642522016, 0.16285050101578236, 0.11610990390181541, 0.12472350616008043, 0.12880423789223036, 0.10047341572741668, 0.12450576480478048, 0.12503514314691225, 0.09987682135154803, 0.11819422959039609, 0.10634097829461098, 0.12243760377168655, 0.08169598908474048, 0.0988328546906511, 0.12371949106454849, 0.09474827939023574, 0.09121054907639821, 0.1204789076000452, 0.08814399720480044, 0.09789679820338885, 0.0881890741487344, 0.09916300605982542, 0.07898269609237711, 0.10932281768570344, 0.07474841456860304, 0.09020726506908734, 0.10376586206257343, 0.09307879488915205, 0.07238695491105318, 0.08297391134935121, 0.07391117544223864, 0.08068131562322378, 0.08440509779999654, 0.06416189298033714, 0.09321493034561475, 0.07755931218465169, 0.07355002003411452, 0.08934580286343892, 0.08296547985325257, 0.0851631797850132, 0.07722833473235369, 0.06762947980314493, 0.0989680178463459, 0.10252150505160292, 0.06527319736778736, 0.08295516421397527, 0.06935114009926717, 0.06917486510549982, 0.0751177305355668, 0.06486049201339483, 0.07919569903363784], "train_acc": [0.592, 0.6293333333333333, 0.6586666666666666, 0.656, 0.688, 0.6746666666666666, 0.696, 0.7413333333333333, 0.7173333333333334, 0.7493333333333333, 0.76, 0.7653333333333333, 0.7493333333333333, 0.7893333333333333, 0.824, 0.7626666666666667, 0.768, 0.7893333333333333, 0.7893333333333333, 0.8053333333333333, 0.7866666666666666, 0.784, 0.824, 0.8506666666666667, 0.832, 0.8373333333333334, 0.7973333333333333, 0.808, 0.848, 0.8373333333333334, 0.864, 0.8826666666666667, 0.9146666666666666, 0.9173333333333333, 0.912, 0.912, 0.9253333333333333, 0.936, 0.944, 0.9253333333333333, 0.9333333333333333, 0.9413333333333334, 0.9333333333333333, 0.96, 0.9573333333333334, 0.96, 0.9413333333333334, 0.9573333333333334, 0.9546666666666667, 0.9626666666666667, 0.9413333333333334, 0.968, 0.9626666666666667, 0.9706666666666667, 0.9733333333333334, 0.96, 0.9546666666666667, 0.9706666666666667, 0.9573333333333334, 0.9733333333333334, 0.9626666666666667, 0.9813333333333333, 0.9733333333333334, 0.96, 0.9733333333333334, 0.9786666666666667, 0.9653333333333334, 0.9733333333333334, 0.976, 0.976, 0.9706666666666667, 0.9786666666666667, 0.9706666666666667, 0.9866666666666667, 0.9786666666666667, 0.968, 0.9733333333333334, 0.984, 0.976, 0.9813333333333333, 0.984, 0.9813333333333333, 0.9866666666666667, 0.9813333333333333, 0.984, 0.9866666666666667, 0.9813333333333333, 0.984, 0.9733333333333334, 0.984, 0.9893333333333333, 0.9706666666666667, 0.9706666666666667, 0.9813333333333333, 0.9786666666666667, 0.992, 0.9866666666666667, 0.984, 0.9866666666666667, 0.9786666666666667], "test_loss": [1.156874547402064, 1.0721441606680553, 0.7224209010601044, 2.4553885459899902, 1.989211934308211, 0.9869763255119324, 1.1723324457804363, 3.029433031566441, 0.9979453484217325, 0.928403248389562, 0.9905111442009608, 1.731857140858968, 2.6066191407541432, 0.777931272983551, 1.0922619303067524, 18.236007690429688, 1.3286033843954403, 0.7912090222040812, 1.8453599214553833, 0.9024718304475149, 0.8255551159381866, 1.249141534169515, 1.014187216758728, 0.8995973666508993, 0.7347836494445801, 16.515234629313152, 3.6862596087157726, 0.8071546852588654, 1.3972470462322235, 1.5180362860361736, 0.7441179851690928, 0.8979260921478271, 0.8135410050551096, 0.8308822909990946, 0.8073842525482178, 0.8739538689454397, 1.004763424396515, 0.9236204028129578, 0.9284674227237701, 0.8782141407330831, 0.8600885272026062, 0.9170604149500529, 1.034147044022878, 0.9856188694636027, 0.9442362685998281, 0.9608121315638224, 0.9463076889514923, 0.9722211956977844, 1.1006067891915639, 1.002233664194743, 1.2425053417682648, 1.039978265762329, 1.0019500454266865, 1.0327869455019634, 1.00604381163915, 1.160013775030772, 1.131624013185501, 1.1646317342917125, 1.225327879190445, 1.082296868165334, 1.137303739786148, 1.1890393396218617, 1.151684820652008, 1.1311108469963074, 1.1133671502272289, 1.1304962933063507, 1.1382531821727753, 1.1494369705518086, 1.1204312642415364, 1.1418750882148743, 1.1357414325078328, 1.1436281005541484, 1.1692724128564198, 1.1559419929981232, 1.1849877337614696, 1.166508396466573, 1.2170250217119853, 1.1849637230237324, 1.1966488063335419, 1.1719406147797902, 1.163009951512019, 1.1848970254262288, 1.1782407263914745, 1.1474304497241974, 1.2026425898075104, 1.1996775368849437, 1.1927365163962047, 1.1942233641942341, 1.260545253753662, 1.2114782134691875, 1.1987018485864003, 1.2453504701455433, 1.1864237984021504, 1.230238825082779, 1.1954548557599385, 1.2455665071805317, 1.2054662903149922, 1.1880633234977722, 1.2110253969828289, 1.2005682587623596], "test_acc": [0.6129032258064516, 0.6236559139784946, 0.7204301075268817, 0.22580645161290322, 0.6236559139784946, 0.5698924731182796, 0.3978494623655914, 0.6129032258064516, 0.5913978494623656, 0.6344086021505376, 0.6344086021505376, 0.3225806451612903, 0.6236559139784946, 0.6559139784946236, 0.5268817204301075, 0.6129032258064516, 0.6129032258064516, 0.6989247311827957, 0.44086021505376344, 0.6774193548387096, 0.6559139784946236, 0.6451612903225806, 0.6236559139784946, 0.6881720430107527, 0.6989247311827957, 0.6129032258064516, 0.6344086021505376, 0.7526881720430108, 0.6881720430107527, 0.4731182795698925, 0.7204301075268817, 0.7204301075268817, 0.7096774193548387, 0.6989247311827957, 0.7096774193548387, 0.6881720430107527, 0.6881720430107527, 0.6989247311827957, 0.6881720430107527, 0.6774193548387096, 0.6881720430107527, 0.7096774193548387, 0.6881720430107527, 0.6881720430107527, 0.6989247311827957, 0.6989247311827957, 0.6989247311827957, 0.7096774193548387, 0.6774193548387096, 0.6559139784946236, 0.6881720430107527, 0.6774193548387096, 0.6666666666666666, 0.6989247311827957, 0.7096774193548387, 0.6774193548387096, 0.6881720430107527, 0.6989247311827957, 0.7096774193548387, 0.6666666666666666, 0.6989247311827957, 0.6989247311827957, 0.6989247311827957, 0.6989247311827957, 0.7204301075268817, 0.7096774193548387, 0.6881720430107527, 0.7096774193548387, 0.6989247311827957, 0.6989247311827957, 0.6989247311827957, 0.6881720430107527, 0.6881720430107527, 0.7204301075268817, 0.7096774193548387, 0.7096774193548387, 0.7096774193548387, 0.7096774193548387, 0.6989247311827957, 0.7096774193548387, 0.6666666666666666, 0.7096774193548387, 0.7096774193548387, 0.6881720430107527, 0.7096774193548387, 0.7096774193548387, 0.6989247311827957, 0.7096774193548387, 0.6989247311827957, 0.7096774193548387, 0.6881720430107527, 0.6881720430107527, 0.6774193548387096, 0.6989247311827957, 0.6881720430107527, 0.6881720430107527, 0.6989247311827957, 0.6881720430107527, 0.7096774193548387, 0.6774193548387096], "test_auc": [0.6319449660274087, 0.7433871528418825, 0.8055812681758452, 0.6990433600119474, 0.7126046035904251, 0.7438512644533356, 0.6792605755402076, 0.6420150426008805, 0.7368826290718739, 0.8245706661903375, 0.7587362891682704, 0.6854064164753751, 0.7614627784999337, 0.8272020594853885, 0.8195593143710674, 0.5323425229379944, 0.8048407696858025, 0.779420618369144, 0.7257244824797598, 0.7797855255966124, 0.8366654573088156, 0.7803865482697748, 0.7487323493522804, 0.7546654164081357, 0.8316090878115258, 0.5385647431020938, 0.7815280888638868, 0.8236857150773695, 0.7933798894582472, 0.7298680334582848, 0.8314447422569394, 0.8335636087799747, 0.8405524688300178, 0.839078604569842, 0.8406508329642516, 0.8370086673619842, 0.8277666682016833, 0.8220004328467231, 0.8233234779183801, 0.8152481952507288, 0.8212190761782113, 0.8290702987649937, 0.8336762112734627, 0.8299409844381428, 0.821088888995105, 0.8147955838525194, 0.7846555747892259, 0.8037587657137065, 0.8048555677100654, 0.7853336175980234, 0.8157819919259085, 0.7896283240154149, 0.7933432975971128, 0.8032270252808673, 0.7993312577103352, 0.8080638244292836, 0.8082393881078952, 0.8001286028196101, 0.7854944374135023, 0.7915308939289822, 0.8016817228665042, 0.8059955376314111, 0.8053657121446046, 0.802282999043844, 0.7984198932674597, 0.8005530978212727, 0.7953981121900475, 0.7967931535764249, 0.7963022713220548, 0.7946464226565443, 0.7904524156959934, 0.792757631108746, 0.796198298125808, 0.7993379845978895, 0.7986503740750518, 0.7946443664142038, 0.7987757909414207, 0.7941705633455735, 0.8005670300196953, 0.7957619271680633, 0.7844238764845685, 0.7978035941467206, 0.8004145604211913, 0.7883996844259643, 0.801559173907186, 0.7984198932674597, 0.7960323021612364, 0.7930319647539467, 0.801128412011454, 0.7858567558141863, 0.7884028314132814, 0.8002791700084272, 0.7867669298405615, 0.7943899798617936, 0.7932254192830084, 0.8010439800756428, 0.7916770966334168, 0.7884912220011199, 0.7922193431970951, 0.7857883123191384], "test_f1": [0.25333333333333335, 0.34378896882494003, 0.48415300546448087, 0.22403057499892642, 0.2994780014914243, 0.40727174060507393, 0.3238615154908548, 0.25333333333333335, 0.47027145379415725, 0.3297184170471842, 0.3295774647887324, 0.33585544889892716, 0.28401906429335666, 0.39916286149162866, 0.49351050555869835, 0.25333333333333335, 0.2550335570469799, 0.5093351548269581, 0.3765111792078084, 0.4009389671361503, 0.4301282051282051, 0.41084093211752787, 0.44134856505990533, 0.5686552072800809, 0.5642624424221997, 0.25333333333333335, 0.3306878306878307, 0.6415343915343915, 0.4867775002153502, 0.41439467705290484, 0.5556485842200128, 0.5518280433909201, 0.537984962406015, 0.5251322751322751, 0.5541730670762929, 0.5300459526334393, 0.509982174688057, 0.5292271081744765, 0.49465655887656124, 0.5197730592068307, 0.5324858757062146, 0.5445159285159286, 0.49279609279609277, 0.5150989057239057, 0.5354660068339814, 0.5257489121444241, 0.5457698501176762, 0.5824822504423391, 0.4806674806674806, 0.49697231404548475, 0.4907099790820721, 0.5047497259773475, 0.543939393939394, 0.533168044077135, 0.5787574998101314, 0.4843764359893392, 0.5190223056076716, 0.5257489121444241, 0.5752603313578923, 0.5202320766527035, 0.546569083154449, 0.5261743067345784, 0.5261743067345784, 0.5350931764046517, 0.5653443526170799, 0.5501303068516182, 0.5435209745554573, 0.5567486253760764, 0.549218980253463, 0.5500403551251009, 0.5500403551251009, 0.5443906376109765, 0.5244778613199665, 0.5733625462493086, 0.5588678109003312, 0.5552027824755098, 0.5518242761374982, 0.5501303068516182, 0.5325270625817073, 0.5500763257450056, 0.5219715956558062, 0.5470560303893638, 0.5470560303893638, 0.5518086485212678, 0.5572184206063987, 0.5658312447786132, 0.5420217209690893, 0.5486711882246172, 0.5251576094708316, 0.5470560303893638, 0.5339357700549986, 0.5083300936959474, 0.5276353276353277, 0.5311273285754944, 0.5236214267921325, 0.5083300936959474, 0.5404007756948933, 0.5236214267921325, 0.5475772765246448, 0.5276353276353277]}
\ No newline at end of file
diff --git a/birads/three/saved/densenet121_512_3/fold3/model_acc.pth b/birads/three/saved/densenet121_512_3/fold3/model_acc.pth
new file mode 100644
index 0000000000000000000000000000000000000000..d0455f4bbeb467a623fb29ef3c39f283d16b1d3c
--- /dev/null
+++ b/birads/three/saved/densenet121_512_3/fold3/model_acc.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3e2cfe72d185bba75df2b700dd816a0274dd25af7ad50153533260c5c3231afc
+size 29484939
diff --git a/birads/three/saved/densenet121_512_3/fold3/model_auc.pth b/birads/three/saved/densenet121_512_3/fold3/model_auc.pth
new file mode 100644
index 0000000000000000000000000000000000000000..be2725c83a9101600f6c37d1de1614ca35f87493
--- /dev/null
+++ b/birads/three/saved/densenet121_512_3/fold3/model_auc.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5bc54efad88b4692fdd5e930c1da1dba253ac9b94a163be7e69c471c974590c9
+size 29484939
diff --git a/birads/three/saved/densenet121_512_3/fold3/model_f1.pth b/birads/three/saved/densenet121_512_3/fold3/model_f1.pth
new file mode 100644
index 0000000000000000000000000000000000000000..9e372385c3c817f9843aad07bc57de467c1ad0e5
--- /dev/null
+++ b/birads/three/saved/densenet121_512_3/fold3/model_f1.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7c9e5f3f61b98d0cd00ff32ef893962da90aea91994a09cecdc2062793888322
+size 29484204
diff --git a/birads/three/saved/densenet121_512_3/fold3/model_loss.pth b/birads/three/saved/densenet121_512_3/fold3/model_loss.pth
new file mode 100644
index 0000000000000000000000000000000000000000..f96dce1e7d3607794c29aa27437b723235b3e028
--- /dev/null
+++ b/birads/three/saved/densenet121_512_3/fold3/model_loss.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:10ccfeba43431d23fff2e5dd13ee44cb4fb22a974c683a0a7f060f8199383599
+size 29485674
diff --git a/birads/three/saved/densenet121_512_3/fold4/checkpoint.pth b/birads/three/saved/densenet121_512_3/fold4/checkpoint.pth
new file mode 100644
index 0000000000000000000000000000000000000000..b7c634c71b8148d333913ca509d4e9f8c3136812
--- /dev/null
+++ b/birads/three/saved/densenet121_512_3/fold4/checkpoint.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ed17f0ed902c4e9db73419976e2027ca904e50123508ab0c757c6c388626b417
+size 29485674
diff --git a/birads/three/saved/densenet121_512_3/fold4/log.json b/birads/three/saved/densenet121_512_3/fold4/log.json
new file mode 100644
index 0000000000000000000000000000000000000000..26389d61a0b5c1f4c863ecbf511eba9dc5408b85
--- /dev/null
+++ b/birads/three/saved/densenet121_512_3/fold4/log.json
@@ -0,0 +1 @@
+{"train_loss": [0.9785106132427851, 0.8924144407113394, 0.8294774442911148, 0.7596350709597269, 0.7817879120508829, 0.7780783921480179, 0.7789306988318762, 0.7213351130485535, 0.6640797704458237, 0.6651917671163877, 0.6822685599327087, 0.6364812850952148, 0.6239340578516325, 0.5750612244009972, 0.5393463745713234, 0.5365570386250814, 0.5330979352196058, 0.5577090183893839, 0.484903243680795, 0.4465162182847659, 0.43247151374816895, 0.46817365537087124, 0.45262347161769867, 0.48219291617472965, 0.4630432079235713, 0.4047856939335664, 0.41704555600881577, 0.43128690620263416, 0.3649880737066269, 0.4288097793857257, 0.34878260393937427, 0.2904011532664299, 0.251742672175169, 0.25247954949736595, 0.2232180250187715, 0.19910549620787302, 0.20870339932541052, 0.16555668165286383, 0.18267470163603625, 0.1720046823223432, 0.15401361137628555, 0.144399077941974, 0.13614084695776305, 0.1632516048848629, 0.11826949442426364, 0.12084980557362239, 0.10106003812203805, 0.13068744788567224, 0.11823256282756726, 0.09995667263865471, 0.10640554750959079, 0.08547834275911252, 0.08000702193627755, 0.11713617310548823, 0.0677028230081002, 0.09417773162325223, 0.0847785899726053, 0.07253385583559673, 0.05816181811193625, 0.0902495017896096, 0.052432529628276825, 0.04167787730693817, 0.0560487926316758, 0.04103571176528931, 0.04936096599946419, 0.054506184067577124, 0.044854321982711554, 0.04727961247165998, 0.058962794952094555, 0.054685499829550586, 0.057640967114518084, 0.037060578974584736, 0.06154070204744736, 0.04036470983798305, 0.04560303936402003, 0.0585633289689819, 0.06972102386256059, 0.04358542167271177, 0.03954795887693763, 0.03490667805696527, 0.03649503240982691, 0.04781482710192601, 0.03273811641459664, 0.04539313089723388, 0.03385045162091652, 0.03531281463801861, 0.03580281029765805, 0.04482727885867158, 0.0455664845649153, 0.05033560058412453, 0.03531675956522425, 0.04304534720722586, 0.048650253719339766, 0.037544781186928354, 0.03526428644545376, 0.03171274329846104, 0.04213039871926109, 0.0342894122004509, 0.02817810621733467, 0.04026258131489158], "train_acc": [0.5653333333333334, 0.608, 0.6773333333333333, 0.6933333333333334, 0.688, 0.696, 0.6773333333333333, 0.7226666666666667, 0.7386666666666667, 0.7413333333333333, 0.7306666666666667, 0.752, 0.7573333333333333, 0.7733333333333333, 0.7866666666666666, 0.7706666666666667, 0.7786666666666666, 0.792, 0.8106666666666666, 0.8266666666666667, 0.824, 0.8133333333333334, 0.8293333333333334, 0.8053333333333333, 0.8186666666666667, 0.848, 0.832, 0.8293333333333334, 0.8506666666666667, 0.8506666666666667, 0.8773333333333333, 0.888, 0.9146666666666666, 0.904, 0.9333333333333333, 0.936, 0.9333333333333333, 0.9546666666666667, 0.928, 0.9573333333333334, 0.9546666666666667, 0.968, 0.968, 0.9573333333333334, 0.9786666666666667, 0.9626666666666667, 0.976, 0.96, 0.9626666666666667, 0.9706666666666667, 0.9733333333333334, 0.9786666666666667, 0.984, 0.976, 0.992, 0.9653333333333334, 0.9813333333333333, 0.9813333333333333, 0.9946666666666667, 0.9813333333333333, 0.9866666666666667, 0.9973333333333333, 0.992, 1.0, 0.9973333333333333, 0.9946666666666667, 0.9946666666666667, 0.9946666666666667, 0.9866666666666667, 0.9946666666666667, 0.9893333333333333, 1.0, 0.9893333333333333, 0.9946666666666667, 0.9973333333333333, 0.9866666666666667, 0.984, 0.9973333333333333, 0.9946666666666667, 0.9973333333333333, 1.0, 1.0, 0.9973333333333333, 0.992, 1.0, 0.9946666666666667, 0.9973333333333333, 0.9973333333333333, 0.9946666666666667, 0.9973333333333333, 0.9973333333333333, 0.9973333333333333, 0.9946666666666667, 0.9973333333333333, 0.9946666666666667, 0.9973333333333333, 0.9946666666666667, 1.0, 1.0, 0.9973333333333333], "test_loss": [1.206999232371648, 1.0065747996171315, 1.6708717470367749, 1.0120764176050823, 1.6617306073506672, 2.543519857650002, 1.2010357330242794, 0.877685159444809, 1.1069470643997192, 1.208887020746867, 1.1118061145146687, 6.2724245910842455, 1.2167580723762512, 0.9294234911600748, 3.757901262225156, 1.0115875105063121, 3.067652185757955, 0.9634363651275635, 1.1718629524111748, 1.336398959159851, 1.6665722926457722, 10.096047719319662, 1.2096071739991505, 2.075124979019165, 0.8580870628356934, 1.0731884439786274, 1.128583272298177, 2.075179874897003, 0.9317713975906372, 1.2048885226249695, 1.1085363725821178, 1.0593299170335133, 1.0524605810642242, 1.0648726920286815, 1.0970592498779297, 1.117223138610522, 1.143725077311198, 1.1188871065775554, 1.1170461773872375, 1.1108059734106064, 1.1334286282459896, 1.1584435254335403, 1.1899524480104446, 1.1316449840863545, 1.132677935063839, 1.182812015215556, 1.21308171749115, 1.2184169441461563, 1.2134147584438324, 1.2103047966957092, 1.2996729413668315, 1.3008190492788951, 1.3012062708536785, 1.363395298520724, 1.2783075372378032, 1.29964483777682, 1.352853775024414, 1.4059409946203232, 1.4026278456052144, 1.3934545665979385, 1.4220926463603973, 1.4478428065776825, 1.4528962622086208, 1.444503183166186, 1.433174913128217, 1.4283679723739624, 1.4297545378406842, 1.4105197141567867, 1.392808606227239, 1.383412758509318, 1.3622356454531352, 1.379178707798322, 1.374033808708191, 1.3938123434782028, 1.425781525671482, 1.4101731429497402, 1.4547377278407414, 1.4296068499485652, 1.4275101497769356, 1.407848097383976, 1.4325625201066334, 1.432437688112259, 1.4234824826320012, 1.4216676553090413, 1.429657866557439, 1.4508373488982518, 1.3957866231600444, 1.4367472132047017, 1.4276639968156815, 1.3834489385286968, 1.4063772112131119, 1.3845140238602955, 1.407207116484642, 1.3830676525831223, 1.3905611336231232, 1.409501572450002, 1.4114797363678615, 1.4061834861834843, 1.3838766763607662, 1.387996514638265], "test_acc": [0.6021505376344086, 0.6129032258064516, 0.6236559139784946, 0.43010752688172044, 0.6021505376344086, 0.6451612903225806, 0.6129032258064516, 0.6021505376344086, 0.6129032258064516, 0.46236559139784944, 0.45161290322580644, 0.6344086021505376, 0.5698924731182796, 0.5913978494623656, 0.6129032258064516, 0.6129032258064516, 0.34408602150537637, 0.6451612903225806, 0.6559139784946236, 0.5806451612903226, 0.43010752688172044, 0.6236559139784946, 0.6559139784946236, 0.34408602150537637, 0.6774193548387096, 0.6559139784946236, 0.6021505376344086, 0.5483870967741935, 0.5913978494623656, 0.5483870967741935, 0.5913978494623656, 0.6129032258064516, 0.6451612903225806, 0.6344086021505376, 0.6559139784946236, 0.6774193548387096, 0.6774193548387096, 0.6344086021505376, 0.6774193548387096, 0.6666666666666666, 0.6559139784946236, 0.6451612903225806, 0.6559139784946236, 0.6881720430107527, 0.6881720430107527, 0.6559139784946236, 0.6559139784946236, 0.6774193548387096, 0.6774193548387096, 0.6451612903225806, 0.6666666666666666, 0.6451612903225806, 0.6666666666666666, 0.6774193548387096, 0.6666666666666666, 0.6559139784946236, 0.6236559139784946, 0.6236559139784946, 0.6129032258064516, 0.5913978494623656, 0.6236559139784946, 0.6344086021505376, 0.6451612903225806, 0.6451612903225806, 0.6344086021505376, 0.6451612903225806, 0.6451612903225806, 0.6451612903225806, 0.6129032258064516, 0.6451612903225806, 0.6344086021505376, 0.6451612903225806, 0.6451612903225806, 0.6451612903225806, 0.6559139784946236, 0.6451612903225806, 0.6666666666666666, 0.6451612903225806, 0.6451612903225806, 0.6344086021505376, 0.6344086021505376, 0.6236559139784946, 0.6344086021505376, 0.6451612903225806, 0.6451612903225806, 0.6344086021505376, 0.6451612903225806, 0.6451612903225806, 0.6451612903225806, 0.6451612903225806, 0.6451612903225806, 0.6559139784946236, 0.6451612903225806, 0.6559139784946236, 0.6559139784946236, 0.6451612903225806, 0.6451612903225806, 0.6451612903225806, 0.6559139784946236, 0.6559139784946236], "test_auc": [0.5580232280296088, 0.5511811032684442, 0.5578348969929856, 0.6423208946385983, 0.5875775751179629, 0.5854907913539406, 0.5906336112294269, 0.6942445240543847, 0.6835147028593965, 0.6798181542170681, 0.6414143275930254, 0.6790141681634209, 0.6788944508156739, 0.7177259920196555, 0.7408490323467976, 0.7166159412330196, 0.7230852986327427, 0.7033027917367933, 0.6723481018653564, 0.7565396920208892, 0.7216705892338413, 0.6564705326962413, 0.687159049951617, 0.6743028293231131, 0.7351913533856402, 0.7094644131189408, 0.7301730268164226, 0.5897179849826443, 0.7122877899418109, 0.7092440566814459, 0.7317469041163416, 0.7164740304220087, 0.7113540148269735, 0.7113182331260733, 0.7147569977334484, 0.7181335857398451, 0.7161197831580332, 0.7322639021905241, 0.7318112907923143, 0.7364169242205169, 0.7374516763679857, 0.7412869177475244, 0.735609884645113, 0.7329413868387885, 0.7433315793853214, 0.7366635202209609, 0.7354387125314489, 0.7378713739723458, 0.7470472649602056, 0.7417706672819854, 0.7437131584616986, 0.7386381135298133, 0.7463170461773897, 0.7533776234618865, 0.7642853180820044, 0.7474786120970355, 0.7277091004871857, 0.7187418408044407, 0.7199538070405067, 0.7150922634019974, 0.7205829476146918, 0.7252443369171497, 0.7183099881637319, 0.7195194923251024, 0.7221734997724715, 0.7238297542703368, 0.7288199885146209, 0.7333145431072321, 0.7356918815867936, 0.7381639046288279, 0.7396023930204586, 0.7388184475251626, 0.7406538185213122, 0.7371510019838364, 0.7416543126257776, 0.7379914879375332, 0.7390747635678245, 0.7385938548598497, 0.7376426959029168, 0.7403368766161332, 0.7370172619810577, 0.7380647288298837, 0.7413724675088774, 0.7371605696978766, 0.7404209027195895, 0.7397201716630392, 0.740821059063514, 0.7428240764342205, 0.7434189048042722, 0.7411380280492578, 0.7403628386032918, 0.7414951432202841, 0.7430451162798613, 0.7470001654637564, 0.7473995101429708, 0.7445560068185673, 0.742655339314687, 0.74248769294013, 0.7446396270896681, 0.7428456468564315], "test_f1": [0.2505592841163311, 0.3022562792677735, 0.28401906429335666, 0.30858175248419145, 0.3704870224555264, 0.33899204244031833, 0.25675675675675674, 0.38620071684587814, 0.39803278688524585, 0.3925999356074086, 0.28559757236227823, 0.330186708447578, 0.4769242641278293, 0.4863189720332577, 0.2602739726027397, 0.5035299228847616, 0.325577494252193, 0.47178420621415523, 0.40862663906142166, 0.5415499533146592, 0.4092625720532697, 0.28517006802721084, 0.5124810056637658, 0.28405884459819514, 0.4996947496947497, 0.4739396654719236, 0.5083409485925209, 0.37814521926671457, 0.4257808499743983, 0.46789532965289676, 0.48784187345579544, 0.4973802839648677, 0.5300936729508159, 0.5192147034252298, 0.5309106098579782, 0.5641143683111071, 0.5521951219512196, 0.5249305790085931, 0.5569007263922519, 0.559265218557254, 0.5345843422114608, 0.5363984674329502, 0.4999724517906336, 0.5557796451914099, 0.5557796451914099, 0.5419119708438463, 0.535465819721718, 0.5491645781119465, 0.5604312684108949, 0.5479839445356687, 0.5282723833543507, 0.5286756882315036, 0.5544286680189318, 0.5405475248324315, 0.5503955968352253, 0.5561276889095231, 0.48829431438127086, 0.4979898150629858, 0.505237246413717, 0.45898268398268405, 0.5009201324990799, 0.5080276448697502, 0.5113368999985014, 0.5035791192091033, 0.49417865037559433, 0.5105413105413105, 0.5004262067598374, 0.5107748184019371, 0.5021255021255021, 0.536828189078351, 0.5294583465315172, 0.5107748184019371, 0.536828189078351, 0.5241935483870968, 0.5078111946532999, 0.5097602907947735, 0.5161336199587566, 0.5106436186772414, 0.5122108881075883, 0.4954040875609502, 0.5200321802091713, 0.48845843422114604, 0.4942428829044843, 0.5393483709273184, 0.5172313886516107, 0.49561022231033974, 0.5284188034188034, 0.5156840267196804, 0.5107748184019371, 0.5282296650717703, 0.5282296650717703, 0.5358993373453885, 0.5385316162159923, 0.5358993373453885, 0.5358993373453885, 0.5120707542276169, 0.5282296650717703, 0.5385316162159923, 0.5358993373453885, 0.5456989247311828]}
\ No newline at end of file
diff --git a/birads/three/saved/densenet121_512_3/fold4/model_acc.pth b/birads/three/saved/densenet121_512_3/fold4/model_acc.pth
new file mode 100644
index 0000000000000000000000000000000000000000..fa556e25e1b0b1f9a7a771358076dbe145a24821
--- /dev/null
+++ b/birads/three/saved/densenet121_512_3/fold4/model_acc.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:99d951614aee0c27959a6193db25f528a7cebabde7f1688c11ad51cad388859f
+size 29484939
diff --git a/birads/three/saved/densenet121_512_3/fold4/model_auc.pth b/birads/three/saved/densenet121_512_3/fold4/model_auc.pth
new file mode 100644
index 0000000000000000000000000000000000000000..53dfe708e3d95c4ee92acd60930a827d396326a0
--- /dev/null
+++ b/birads/three/saved/densenet121_512_3/fold4/model_auc.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:69190feb15d4148845394b01f21547752e7d669361107ccb568fe5ef70c3128a
+size 29484939
diff --git a/birads/three/saved/densenet121_512_3/fold4/model_f1.pth b/birads/three/saved/densenet121_512_3/fold4/model_f1.pth
new file mode 100644
index 0000000000000000000000000000000000000000..04fecaf69db4b56affed3de029d2815d97c57dab
--- /dev/null
+++ b/birads/three/saved/densenet121_512_3/fold4/model_f1.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e136bbf08f13ed028930cff1b663483bf46935f50b3de46d4289f02aa86e55ff
+size 29484204
diff --git a/birads/three/saved/densenet121_512_3/fold4/model_loss.pth b/birads/three/saved/densenet121_512_3/fold4/model_loss.pth
new file mode 100644
index 0000000000000000000000000000000000000000..43d8f897cc4073876a8ba45f7fa83d8bbb15bb9d
--- /dev/null
+++ b/birads/three/saved/densenet121_512_3/fold4/model_loss.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4c6aa4a9a86c57b649329fcd94e802b4c852822b8536871f7a32321a92e1e9be
+size 29485674
diff --git a/birads/three/saved/efficientnet_b0_224_3/fold0/checkpoint.pth b/birads/three/saved/efficientnet_b0_224_3/fold0/checkpoint.pth
new file mode 100644
index 0000000000000000000000000000000000000000..918d9b295b7f7f6bc75e7a46100096a5b4b9dd72
--- /dev/null
+++ b/birads/three/saved/efficientnet_b0_224_3/fold0/checkpoint.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:312cdf9a1c89c9dcf9d1d6f504f1df1c5fc57d45f8e07aafe5caa4b29d4e286c
+size 17650235
diff --git a/birads/three/saved/efficientnet_b0_224_3/fold0/log.json b/birads/three/saved/efficientnet_b0_224_3/fold0/log.json
new file mode 100644
index 0000000000000000000000000000000000000000..0bcc7f21821e50ed478093da64cf57c619801953
--- /dev/null
+++ b/birads/three/saved/efficientnet_b0_224_3/fold0/log.json
@@ -0,0 +1 @@
+{"train_loss": [0.9608932336171468, 0.7009134193261465, 0.5998804370562235, 0.44600049157937366, 0.3967209806044896, 0.3381403908133507, 0.250610734646519, 0.22269619380434355, 0.2796984302500884, 0.18165558266143003, 0.2292591373746594, 0.14336101586620012, 0.13753127617140612, 0.0889570036282142, 0.11156888818368316, 0.11017601859445374, 0.17611776664853096, 0.14966664230450988, 0.15387568840136132, 0.07912741616989176, 0.07609481849552442, 0.03942593040604455, 0.046813118581970535, 0.03013818388960014, 0.0395474073884543, 0.0862789173455288, 0.07993902448409547, 0.09835906536318362, 0.08602556854020804, 0.04904539551353082, 0.044310760451480746, 0.0275093413850603, 0.02022626926191151, 0.014922385608466962, 0.030814487021416426, 0.005228314010309987, 0.012003800872965561, 0.005142447917023674, 0.007989406153986542, 0.007913431295795212, 0.003555297967977822, 0.003693170777599638, 0.0047685239793887986, 0.012359404921880923, 0.0051692066723868875, 0.003026793875809138, 0.002649826928973198, 0.006091605061859203, 0.003967281805671519, 0.00433791262912564, 0.005431012684615173, 0.005831021345026481, 0.005509273682643349, 0.0025297399649086096, 0.0032836986501934007, 0.008328436944187464, 0.002298358713839358, 0.0018155966317863204, 0.009666834499512333, 0.0025048088306599916, 0.0010448870865123656, 0.001391962679917924, 0.000593418031106315, 0.0013813149562338367, 0.00192340051944484, 0.0009793925843647837, 0.002096910851832945, 0.0024868345378005565, 0.0025278036288606622, 0.008859599542726452, 0.0008685041636150951, 0.001242168572692511, 0.0007316050311298264, 0.002155367025504044, 0.0010709709907435656, 0.004865568196692038, 0.003892284320803204, 0.0025378155526899113, 0.0008445842322544195, 0.0013657458863841991, 0.0032743672005987414, 0.0017672779783121466, 0.0011964418469384934, 0.001915820922780161, 0.001127636353582299, 0.0015477771060735297, 0.0006060989350468541, 0.004462212523018631, 0.00797067754198603, 0.013984785183614198, 0.0016560379093183049, 0.0014293453156521234, 0.0009688332453758145, 0.007487254583490237, 0.0013228331445134245, 0.007061338964073609, 0.0006608112477503406, 0.0009256886357131103, 0.001085086005332414, 0.0016895780039097492], "train_acc": [0.6016042780748663, 0.7299465240641712, 0.7727272727272727, 0.8288770053475936, 0.8529411764705882, 0.8716577540106952, 0.9144385026737968, 0.9197860962566845, 0.893048128342246, 0.9438502673796791, 0.93048128342246, 0.9411764705882353, 0.9518716577540107, 0.9732620320855615, 0.9598930481283422, 0.9625668449197861, 0.9491978609625669, 0.9411764705882353, 0.946524064171123, 0.9759358288770054, 0.9759358288770054, 0.9866310160427807, 0.983957219251337, 0.983957219251337, 0.9893048128342246, 0.9732620320855615, 0.9759358288770054, 0.9652406417112299, 0.9705882352941176, 0.9866310160427807, 0.983957219251337, 0.9919786096256684, 0.9893048128342246, 0.9946524064171123, 0.9893048128342246, 1.0, 0.9946524064171123, 1.0, 0.9973262032085561, 1.0, 1.0, 1.0, 1.0, 0.9973262032085561, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9973262032085561, 0.9973262032085561, 0.9973262032085561, 1.0, 1.0, 0.9973262032085561, 1.0, 1.0, 0.9946524064171123, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9946524064171123, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9973262032085561, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9946524064171123, 0.9973262032085561, 1.0, 1.0, 1.0, 0.9946524064171123, 1.0, 0.9973262032085561, 1.0, 1.0, 1.0, 1.0], "test_loss": [0.9355135957400004, 0.9259397387504578, 1.0104743440945942, 0.8503401875495911, 1.1025317311286926, 0.9550773898760477, 0.9519594311714172, 1.6712201833724976, 1.7968850135803223, 1.1749977866808574, 1.5333460768063862, 1.9891120195388794, 1.1880380113919575, 2.023415962855021, 1.5887463887532551, 1.3561405738194783, 1.6047706405321758, 1.1146201292673747, 1.2728157043457031, 2.398276209831238, 1.944323460261027, 2.2135292689005532, 3.0718866189320884, 2.652891675631205, 2.5716470877329507, 2.3930193185806274, 2.170560578505198, 2.557211478551229, 2.027910590171814, 2.3809409141540527, 2.4565892219543457, 2.462087790171305, 2.6312542955080667, 2.534401059150696, 2.7744556665420532, 2.6350472569465637, 2.619335333506266, 2.6452067494392395, 2.8084532618522644, 2.7526376247406006, 2.6307809352874756, 2.65993469953537, 2.9581312338511148, 2.9909609953562417, 2.756250739097595, 3.0898956855138144, 2.9850780367851257, 2.8050517241160073, 2.7761977513631186, 2.7443792819976807, 2.8021936813990274, 3.015789747238159, 2.89755646387736, 2.854962189992269, 2.614612579345703, 2.8903772036234536, 2.7767150004704795, 2.8917285998662314, 2.8828125397364297, 2.8350866238276162, 2.886417349179586, 3.0440125862757363, 2.9561564922332764, 2.814820925394694, 2.918154994646708, 2.8002620538075766, 2.9480878512064614, 2.8569230238596597, 2.889936010042826, 2.9966715574264526, 2.803581178188324, 2.9528344869613647, 2.7943363189697266, 2.835747003555298, 2.8332123359044394, 3.1620483001073203, 2.986538807551066, 2.6784059206644693, 2.945959130922953, 2.7539327343304953, 3.033882975578308, 3.111225724220276, 2.7324815591176352, 3.1132224599520364, 3.0049481987953186, 2.8745592832565308, 2.786351482073466, 3.047940413157145, 3.051758905251821, 3.282075603802999, 2.960078795750936, 2.7409109274546304, 2.840770721435547, 2.992578665415446, 2.9111882050832114, 2.8419851462046304, 2.936771035194397, 2.9854331811269126, 2.976077457269033, 2.912071386973063], "test_acc": [0.6276595744680851, 0.6063829787234043, 0.4787234042553192, 0.6170212765957447, 0.6595744680851063, 0.6702127659574468, 0.6914893617021277, 0.7127659574468085, 0.7127659574468085, 0.723404255319149, 0.7127659574468085, 0.7127659574468085, 0.7021276595744681, 0.723404255319149, 0.5212765957446809, 0.6382978723404256, 0.6808510638297872, 0.6276595744680851, 0.6276595744680851, 0.648936170212766, 0.7021276595744681, 0.7127659574468085, 0.6702127659574468, 0.723404255319149, 0.6702127659574468, 0.7021276595744681, 0.723404255319149, 0.6702127659574468, 0.7127659574468085, 0.7021276595744681, 0.7021276595744681, 0.7127659574468085, 0.7127659574468085, 0.7021276595744681, 0.7127659574468085, 0.7127659574468085, 0.7127659574468085, 0.7021276595744681, 0.7127659574468085, 0.7127659574468085, 0.7021276595744681, 0.7021276595744681, 0.7127659574468085, 0.7127659574468085, 0.7127659574468085, 0.7127659574468085, 0.7127659574468085, 0.7127659574468085, 0.7127659574468085, 0.7127659574468085, 0.7127659574468085, 0.7127659574468085, 0.7127659574468085, 0.7127659574468085, 0.7127659574468085, 0.7127659574468085, 0.7127659574468085, 0.7127659574468085, 0.7127659574468085, 0.7127659574468085, 0.7127659574468085, 0.7127659574468085, 0.7127659574468085, 0.7127659574468085, 0.7127659574468085, 0.7127659574468085, 0.7127659574468085, 0.7127659574468085, 0.7127659574468085, 0.7127659574468085, 0.7127659574468085, 0.7127659574468085, 0.7127659574468085, 0.7127659574468085, 0.7127659574468085, 0.7127659574468085, 0.7127659574468085, 0.7127659574468085, 0.7127659574468085, 0.7127659574468085, 0.7127659574468085, 0.7127659574468085, 0.7127659574468085, 0.7127659574468085, 0.7127659574468085, 0.7127659574468085, 0.7127659574468085, 0.7127659574468085, 0.7127659574468085, 0.7127659574468085, 0.7127659574468085, 0.7127659574468085, 0.7127659574468085, 0.7127659574468085, 0.7127659574468085, 0.7127659574468085, 0.7127659574468085, 0.7127659574468085, 0.7127659574468085, 0.7127659574468085], "test_auc": [0.6231770703753462, 0.7072593753628237, 0.7362944925444926, 0.7804652643014712, 0.718110601084739, 0.7347746761539865, 0.7629525965732862, 0.8035899844089499, 0.6916740268033372, 0.7683431192051882, 0.7667936549402068, 0.7706101449635933, 0.7844801670232705, 0.7952314607487022, 0.737891642201987, 0.7042471098505582, 0.7536352855318373, 0.7283463742515467, 0.7362636007032558, 0.7277054203778341, 0.7853725058466438, 0.7261710910417807, 0.7211700336700337, 0.7640534034930586, 0.7536235715115026, 0.7654927766996732, 0.6959793957638785, 0.7286445116186496, 0.7499746023452919, 0.7345940936458178, 0.735051147766665, 0.7450738916256158, 0.7388830837106699, 0.7393111119404222, 0.7408796503624089, 0.7496330298054437, 0.7545970791660448, 0.7498368330264883, 0.7537481755154168, 0.7544377477567132, 0.7580591423263838, 0.7521950830140485, 0.756520873762253, 0.7607819782388748, 0.7643594193163158, 0.7625598140684348, 0.7580597643097643, 0.7640986009520493, 0.7578635285531838, 0.7613912109601765, 0.7615805012356737, 0.761159729478695, 0.768853767560664, 0.7623498946774809, 0.759585074886799, 0.7564643769385149, 0.75960653331343, 0.7572483869897663, 0.7643604559552836, 0.7639179147799838, 0.7615220347978968, 0.7563192474830407, 0.7613925585908344, 0.7585973652783998, 0.7596136861223068, 0.7590689323447944, 0.7593086032741206, 0.7570585783947853, 0.7615367550712379, 0.7587290184272942, 0.7600417143520591, 0.7593742225207741, 0.7597149657494485, 0.7587425983977708, 0.7623575658058416, 0.7553612894130136, 0.7559409779237365, 0.7609337421837421, 0.7594546657046658, 0.768373492726941, 0.7578063060821681, 0.7596571212950524, 0.7619579414838036, 0.7606881624123004, 0.7614063458891045, 0.7594249141662934, 0.7652525874508633, 0.7582567257136222, 0.7588736295632849, 0.7568561228043986, 0.7599039450332553, 0.7574428604601019, 0.7611955971869766, 0.7589535544276923, 0.7588153704533015, 0.7601801056542437, 0.7585182697251663, 0.7602234371630924, 0.7631844927103547, 0.7584589739762153], "test_f1": [0.41402724563644105, 0.4799216855147424, 0.3313737623762376, 0.45617364093345314, 0.4591463957943509, 0.5332493814068575, 0.5593257794921248, 0.4879413559063524, 0.5420603809916787, 0.5147025813692481, 0.5072854550168525, 0.48405981097474965, 0.5114508679726071, 0.5016623065184217, 0.4763271162123386, 0.5171443100504886, 0.5121951219512195, 0.48104793756967673, 0.46885859395883456, 0.357062937062937, 0.4761941667312512, 0.5194983797907909, 0.38571428571428573, 0.5314053851205554, 0.46581196581196577, 0.4882425836091339, 0.519880174291939, 0.4217638488129589, 0.46952566601689405, 0.4791266487386349, 0.4791266487386349, 0.48389694041867953, 0.48389694041867953, 0.47602546142692126, 0.48389694041867953, 0.48389694041867953, 0.48389694041867953, 0.4761941667312512, 0.48405981097474965, 0.48405981097474965, 0.4761941667312512, 0.4761941667312512, 0.48405981097474965, 0.48405981097474965, 0.48405981097474965, 0.48405981097474965, 0.48405981097474965, 0.48405981097474965, 0.48405981097474965, 0.48405981097474965, 0.48405981097474965, 0.48405981097474965, 0.48405981097474965, 0.48405981097474965, 0.48405981097474965, 0.48405981097474965, 0.48405981097474965, 0.48405981097474965, 0.48405981097474965, 0.48405981097474965, 0.48405981097474965, 0.48405981097474965, 0.48405981097474965, 0.48405981097474965, 0.48405981097474965, 0.48405981097474965, 0.48405981097474965, 0.48405981097474965, 0.48405981097474965, 0.48405981097474965, 0.48405981097474965, 0.48405981097474965, 0.48405981097474965, 0.48405981097474965, 0.48405981097474965, 0.48405981097474965, 0.48405981097474965, 0.48405981097474965, 0.48405981097474965, 0.48405981097474965, 0.48405981097474965, 0.48405981097474965, 0.48405981097474965, 0.48405981097474965, 0.48405981097474965, 0.48405981097474965, 0.48405981097474965, 0.48405981097474965, 0.48405981097474965, 0.48405981097474965, 0.48405981097474965, 0.48405981097474965, 0.48405981097474965, 0.48405981097474965, 0.48405981097474965, 0.48405981097474965, 0.48405981097474965, 0.48405981097474965, 0.48405981097474965, 0.48405981097474965]}
\ No newline at end of file
diff --git a/birads/three/saved/efficientnet_b0_224_3/fold0/model_acc.pth b/birads/three/saved/efficientnet_b0_224_3/fold0/model_acc.pth
new file mode 100644
index 0000000000000000000000000000000000000000..56cd0e7b9a841f461b4ff3e719b0c12c7e7d1b13
--- /dev/null
+++ b/birads/three/saved/efficientnet_b0_224_3/fold0/model_acc.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:524f666bbc7f03c9b5dd1b8110657b9cf406c85d386d6a4f6ca056b3d6faabcc
+size 17649867
diff --git a/birads/three/saved/efficientnet_b0_224_3/fold0/model_auc.pth b/birads/three/saved/efficientnet_b0_224_3/fold0/model_auc.pth
new file mode 100644
index 0000000000000000000000000000000000000000..bbac5a68e80985c813cb5c93d6bb19876133fa31
--- /dev/null
+++ b/birads/three/saved/efficientnet_b0_224_3/fold0/model_auc.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1f21ddebbe4b0ee9d1b0d5782ca5434eb6321c89b50bcf42b48d4f649fad5b3e
+size 17649867
diff --git a/birads/three/saved/efficientnet_b0_224_3/fold0/model_f1.pth b/birads/three/saved/efficientnet_b0_224_3/fold0/model_f1.pth
new file mode 100644
index 0000000000000000000000000000000000000000..f576ee7a462fe653d9e8584d1d9bc6966fde46d8
--- /dev/null
+++ b/birads/three/saved/efficientnet_b0_224_3/fold0/model_f1.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6962481442f0f19807f34d00b0328cf49a8f9f8bc6497b789bc15b1439920bda
+size 17649499
diff --git a/birads/three/saved/efficientnet_b0_224_3/fold0/model_loss.pth b/birads/three/saved/efficientnet_b0_224_3/fold0/model_loss.pth
new file mode 100644
index 0000000000000000000000000000000000000000..d9b000f2dd504b73a3829a69f5f44461ad36635a
--- /dev/null
+++ b/birads/three/saved/efficientnet_b0_224_3/fold0/model_loss.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7ba337ecf570b7db1c78db83c50bb050474e01cf9afa12d34c32e18c0c88eb23
+size 17650235
diff --git a/birads/three/saved/efficientnet_b0_224_3/fold1/checkpoint.pth b/birads/three/saved/efficientnet_b0_224_3/fold1/checkpoint.pth
new file mode 100644
index 0000000000000000000000000000000000000000..e1ed1e5da5feb87beb7b9f824bcbe98d8547b20d
--- /dev/null
+++ b/birads/three/saved/efficientnet_b0_224_3/fold1/checkpoint.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9b8fc4ddf653f8b1212c80eb5fc9b7aa233d2fc2ba8f9d02a46f20d48f3ce267
+size 17650235
diff --git a/birads/three/saved/efficientnet_b0_224_3/fold1/log.json b/birads/three/saved/efficientnet_b0_224_3/fold1/log.json
new file mode 100644
index 0000000000000000000000000000000000000000..b37a83351239c6f5d411b1c9e54f4fe12e6c825f
--- /dev/null
+++ b/birads/three/saved/efficientnet_b0_224_3/fold1/log.json
@@ -0,0 +1 @@
+{"train_loss": [0.9597541888554891, 0.7266954680283865, 0.5681987702846527, 0.5130906254053116, 0.47652409225702286, 0.3193560813864072, 0.34556342164675397, 0.2642754912376404, 0.19431344078232846, 0.21533475940426192, 0.16856603200236955, 0.10759684598694245, 0.1088006404073288, 0.17918382057299218, 0.20680695058157048, 0.13726095544795194, 0.045974870678037405, 0.0640300241454194, 0.09669213738137235, 0.04949109574469427, 0.057002845142657556, 0.0806802661002924, 0.07521131099201739, 0.1250649644061923, 0.10097421845421195, 0.1391193310264498, 0.10469648715419073, 0.07556895316035177, 0.11367434783217807, 0.05751930231538912, 0.04557047902684038, 0.018696460271409403, 0.027866526041179895, 0.013167331868316978, 0.01736979200116669, 0.02497604632905374, 0.019969723070971668, 0.00862438598414883, 0.008660835650516674, 0.01624869025060131, 0.008553349257757267, 0.006898626335896552, 0.010316961561329663, 0.011337673815432936, 0.015284909789140025, 0.007404897003046547, 0.011650130201208716, 0.0056278724199122125, 0.007196804275736213, 0.017119008475371327, 0.010505940110306256, 0.00787320606953775, 0.007943657498496274, 0.007080243444458271, 0.008857384586008266, 0.008526091752476836, 0.020570096638645435, 0.007557596584471564, 0.010332449943234678, 0.005687281695524386, 0.004427284841464522, 0.005526916316739516, 0.011471812991658226, 0.006068741461300912, 0.006329916211446592, 0.006368392258688497, 0.006285235152366416, 0.009561824602618193, 0.005536136190736822, 0.006163550759083591, 0.009713495644973591, 0.009225088317180052, 0.004988611280471862, 0.006130170688265935, 0.004710051340225618, 0.007145578589794847, 0.002980871472876364, 0.00839155283999086, 0.003590775806515012, 0.006788984872400761, 0.007535094060585834, 0.004577816973323934, 0.0048017913820028, 0.007469263187279769, 0.004298713383226034, 0.011000532980688149, 0.005577020892815199, 0.008973569715938842, 0.007321613685538371, 0.008025696544791572, 0.008189444602370108, 0.0034953086554499655, 0.0038698369147217213, 0.009166693062676737, 0.005043330112433371, 0.0056998339617469656, 0.011845896784507204, 0.006332583419862203, 0.00865888112942533, 0.003839251585304737], "train_acc": [0.5909090909090909, 0.6925133689839572, 0.7727272727272727, 0.786096256684492, 0.8101604278074866, 0.8903743315508021, 0.8743315508021391, 0.8957219251336899, 0.93048128342246, 0.9224598930481284, 0.9358288770053476, 0.9545454545454546, 0.9572192513368984, 0.9411764705882353, 0.93048128342246, 0.9491978609625669, 0.9893048128342246, 0.9812834224598931, 0.9652406417112299, 0.983957219251337, 0.9812834224598931, 0.9786096256684492, 0.9759358288770054, 0.9491978609625669, 0.9652406417112299, 0.9679144385026738, 0.9572192513368984, 0.9732620320855615, 0.9545454545454546, 0.9786096256684492, 0.9866310160427807, 0.9946524064171123, 0.9919786096256684, 0.9973262032085561, 0.9973262032085561, 0.9893048128342246, 0.9919786096256684, 0.9973262032085561, 0.9973262032085561, 0.9946524064171123, 0.9973262032085561, 1.0, 0.9946524064171123, 0.9973262032085561, 0.9946524064171123, 0.9973262032085561, 0.9946524064171123, 1.0, 0.9973262032085561, 0.9946524064171123, 0.9946524064171123, 0.9946524064171123, 0.9946524064171123, 1.0, 0.9973262032085561, 0.9973262032085561, 0.9946524064171123, 0.9946524064171123, 0.9946524064171123, 1.0, 1.0, 0.9946524064171123, 0.9973262032085561, 0.9973262032085561, 0.9973262032085561, 0.9946524064171123, 0.9973262032085561, 0.9946524064171123, 0.9973262032085561, 1.0, 0.9946524064171123, 0.9946524064171123, 1.0, 0.9946524064171123, 0.9973262032085561, 0.9946524064171123, 1.0, 0.9946524064171123, 1.0, 0.9973262032085561, 0.9946524064171123, 1.0, 1.0, 0.9946524064171123, 0.9973262032085561, 0.9919786096256684, 0.9973262032085561, 0.9919786096256684, 1.0, 0.9946524064171123, 0.9946524064171123, 1.0, 0.9973262032085561, 1.0, 0.9973262032085561, 0.9973262032085561, 0.9946524064171123, 0.9946524064171123, 0.9946524064171123, 1.0], "test_loss": [0.9813471436500549, 0.941999189555645, 0.7685384949048361, 0.6984933217366537, 0.7658064849674702, 0.8903931727011999, 0.9684108421206474, 1.4384119138121605, 1.0724301934242249, 1.0710091789563496, 0.9250739067792892, 2.1707945089632026, 1.5775932967662811, 1.263237625360489, 0.9795323610305786, 1.0462149816254775, 1.786827198928222, 1.710645649349317, 0.922048861781756, 1.263661503791809, 1.8956309283773105, 1.4075176517168682, 1.0905652654667695, 1.5981835623582203, 1.4658030147353809, 1.9550937563180923, 1.248140700161457, 1.4842282682657242, 1.433168629805247, 1.3573638051748276, 1.336024488011996, 1.2989781548579533, 1.2958791702985764, 1.3252306282520294, 1.3553001085917156, 1.4064545780420303, 1.3465047279993694, 1.4158431390921276, 1.4426981161038082, 1.4123402535915375, 1.3909256557623546, 1.3763321489095688, 1.4404878169298172, 1.4669630428155263, 1.434449737270673, 1.4601601262887318, 1.4702547291914623, 1.4368663877248764, 1.4017602701981862, 1.407998154560725, 1.464499960343043, 1.475101778904597, 1.4579903185367584, 1.476659933725993, 1.4311724305152893, 1.5492801517248154, 1.550332506497701, 1.600428745150566, 1.6418199241161346, 1.6238308747609456, 1.6657865643501282, 1.6223758310079575, 1.710592046380043, 1.6279219438632329, 1.6388240456581116, 1.634650707244873, 1.6894988516966503, 1.6482718934615452, 1.6788638681173325, 1.6958909630775452, 1.640653371810913, 1.6199533343315125, 1.6304081777731578, 1.6471368074417114, 1.6518372545639675, 1.6695917050043743, 1.657930701971054, 1.5926974018414815, 1.6142994910478592, 1.615609233578046, 1.6941810150941212, 1.630595435698827, 1.5793056587378185, 1.616380661725998, 1.6390446970860164, 1.6450991829236348, 1.5918071866035461, 1.6697143961985905, 1.5985466192166011, 1.726276050011317, 1.6284373303254445, 1.578778699040413, 1.6860788861910503, 1.657536084453265, 1.579247921705246, 1.6603582898775737, 1.66756072640419, 1.6153982778390248, 1.6721336195866268, 1.5873718112707138], "test_acc": [0.6170212765957447, 0.7021276595744681, 0.7446808510638298, 0.7872340425531915, 0.7446808510638298, 0.7553191489361702, 0.7127659574468085, 0.723404255319149, 0.7021276595744681, 0.7021276595744681, 0.776595744680851, 0.7021276595744681, 0.723404255319149, 0.7021276595744681, 0.6702127659574468, 0.7659574468085106, 0.7553191489361702, 0.7553191489361702, 0.7553191489361702, 0.7446808510638298, 0.6914893617021277, 0.6595744680851063, 0.7553191489361702, 0.7021276595744681, 0.6914893617021277, 0.6914893617021277, 0.7659574468085106, 0.723404255319149, 0.6595744680851063, 0.7021276595744681, 0.723404255319149, 0.7340425531914894, 0.7340425531914894, 0.7340425531914894, 0.7446808510638298, 0.7446808510638298, 0.723404255319149, 0.7127659574468085, 0.7021276595744681, 0.7127659574468085, 0.7127659574468085, 0.7340425531914894, 0.7127659574468085, 0.723404255319149, 0.723404255319149, 0.7127659574468085, 0.7127659574468085, 0.7127659574468085, 0.723404255319149, 0.7127659574468085, 0.7340425531914894, 0.723404255319149, 0.723404255319149, 0.723404255319149, 0.7340425531914894, 0.7340425531914894, 0.723404255319149, 0.723404255319149, 0.7127659574468085, 0.723404255319149, 0.723404255319149, 0.723404255319149, 0.723404255319149, 0.723404255319149, 0.723404255319149, 0.723404255319149, 0.7340425531914894, 0.723404255319149, 0.7340425531914894, 0.723404255319149, 0.7340425531914894, 0.723404255319149, 0.723404255319149, 0.723404255319149, 0.723404255319149, 0.7340425531914894, 0.7340425531914894, 0.7340425531914894, 0.7340425531914894, 0.7340425531914894, 0.723404255319149, 0.7127659574468085, 0.723404255319149, 0.723404255319149, 0.7340425531914894, 0.7340425531914894, 0.723404255319149, 0.723404255319149, 0.723404255319149, 0.723404255319149, 0.723404255319149, 0.723404255319149, 0.723404255319149, 0.723404255319149, 0.723404255319149, 0.7340425531914894, 0.7127659574468085, 0.7340425531914894, 0.723404255319149, 0.723404255319149], "test_auc": [0.7249972010747873, 0.8148858245841004, 0.7751520749365577, 0.8393632548804962, 0.8549461155064604, 0.795971620971621, 0.803362649483339, 0.8094303046889254, 0.8040790706738982, 0.8014629049111809, 0.850649143321557, 0.8508292075102419, 0.7835806753910202, 0.8251501053225191, 0.8034550140153588, 0.854669954885472, 0.8382238849911264, 0.8422032309963344, 0.858513086530328, 0.8601946185997909, 0.8286341452289728, 0.7843910160720506, 0.8688486880297225, 0.8123157892554445, 0.8586865162296197, 0.8088235599011461, 0.8099065366306745, 0.7831219626478246, 0.7706652941566734, 0.7960478139357449, 0.7973987618384171, 0.799336136405102, 0.8018403451593107, 0.8033501061518303, 0.8016729279660314, 0.8039309349654178, 0.7975937536282364, 0.8039674246570798, 0.8013539541556783, 0.8017453890298718, 0.8036682506510093, 0.8047854364664709, 0.8077985312899106, 0.8080886865369624, 0.807225788260271, 0.8067685268116304, 0.8045402713506161, 0.8029722512481133, 0.8057376930221757, 0.8052213431523776, 0.7990590428090428, 0.8071524978852564, 0.8058890423114561, 0.8066144822610339, 0.7991893483272795, 0.7983994294339123, 0.789588309200378, 0.7896834726576105, 0.7833904521404521, 0.786982717155131, 0.7860834328506742, 0.7918026736992255, 0.7868097021114263, 0.7898937030402546, 0.7927605281053557, 0.7859813239123584, 0.7890599343185549, 0.7892395838516529, 0.7848275447413379, 0.7957514388548871, 0.789951962150238, 0.7929709658157934, 0.7927094218042493, 0.7917231634904048, 0.7929567638619363, 0.7908806870013767, 0.7858577565474117, 0.7913953782488266, 0.7937110223748155, 0.7908287513890961, 0.7941758512879202, 0.7940017996052479, 0.7878244679968818, 0.7887900971952696, 0.7904239438722197, 0.791838541407507, 0.7924118027566304, 0.7935233907216666, 0.7904589822693272, 0.7939955797714419, 0.7896171277636794, 0.78999518999519, 0.7913164900233866, 0.7910187673118708, 0.791169701945564, 0.7926227587865519, 0.7951640792158035, 0.7928184762236485, 0.792245733194009, 0.7913154533844189], "test_f1": [0.5155494477528376, 0.5126663804207815, 0.5885095296860002, 0.6710644502770488, 0.605785019578123, 0.5795229583501509, 0.5364548494983278, 0.5203893151463483, 0.5095785440613027, 0.553893996890202, 0.6512746512746513, 0.4984126984126984, 0.5691919191919191, 0.5487041592185742, 0.570160120756504, 0.5482866724992709, 0.57837263100421, 0.57837263100421, 0.6292114695340502, 0.6053613053613054, 0.5038943214959685, 0.5222002635046114, 0.6092559523809523, 0.5384096218741888, 0.47865784712799636, 0.46633499170812603, 0.637085137085137, 0.546288798920378, 0.4761944228038479, 0.5312225599459642, 0.581929181929182, 0.5971059431524548, 0.5971059431524548, 0.5971059431524548, 0.6046725179917568, 0.5989159891598916, 0.566678845451224, 0.5260952380952381, 0.5282198116843787, 0.5432900432900433, 0.541623188405797, 0.5531446872910287, 0.5547201336675021, 0.5725964856399638, 0.5700512820512821, 0.5547201336675021, 0.5547201336675021, 0.541623188405797, 0.5561408910021779, 0.541623188405797, 0.5701156390445892, 0.5561408910021779, 0.5561408910021779, 0.5561408910021779, 0.5701156390445892, 0.5847670250896058, 0.5561408910021779, 0.5561408910021779, 0.5488225689710314, 0.5561408910021779, 0.5561408910021779, 0.5561408910021779, 0.5700512820512821, 0.5561408910021779, 0.5561408910021779, 0.5561408910021779, 0.5847670250896058, 0.5561408910021779, 0.5847670250896058, 0.5561408910021779, 0.5847670250896058, 0.5561408910021779, 0.5561408910021779, 0.5561408910021779, 0.5561408910021779, 0.5847670250896058, 0.5847670250896058, 0.5847670250896058, 0.5847670250896058, 0.5847670250896058, 0.5561408910021779, 0.541623188405797, 0.5561408910021779, 0.5561408910021779, 0.5847670250896058, 0.5847670250896058, 0.5561408910021779, 0.5700512820512821, 0.5561408910021779, 0.5700512820512821, 0.5561408910021779, 0.5561408910021779, 0.5561408910021779, 0.5561408910021779, 0.5561408910021779, 0.5847670250896058, 0.541623188405797, 0.5847670250896058, 0.5561408910021779, 0.5561408910021779]}
\ No newline at end of file
diff --git a/birads/three/saved/efficientnet_b0_224_3/fold1/model_acc.pth b/birads/three/saved/efficientnet_b0_224_3/fold1/model_acc.pth
new file mode 100644
index 0000000000000000000000000000000000000000..aab6b729319d91d3691b23f62cfb8408a42fffb6
--- /dev/null
+++ b/birads/three/saved/efficientnet_b0_224_3/fold1/model_acc.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6204e3779c02c6cb7b879c4dc33b272490e57cc3e48b8a9ff7e5af36a78c2588
+size 17649867
diff --git a/birads/three/saved/efficientnet_b0_224_3/fold1/model_auc.pth b/birads/three/saved/efficientnet_b0_224_3/fold1/model_auc.pth
new file mode 100644
index 0000000000000000000000000000000000000000..a69dc1812c5ebb70dec9a5701cdfc21e7a9b4868
--- /dev/null
+++ b/birads/three/saved/efficientnet_b0_224_3/fold1/model_auc.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:37be381d60ef9be7eef79b69ad9859356e80082fa5390eb3e6f2e3ade9f4c5a7
+size 17649867
diff --git a/birads/three/saved/efficientnet_b0_224_3/fold1/model_f1.pth b/birads/three/saved/efficientnet_b0_224_3/fold1/model_f1.pth
new file mode 100644
index 0000000000000000000000000000000000000000..a2c57a1201ae681e25e78d1b075b2c0e9979f6bc
--- /dev/null
+++ b/birads/three/saved/efficientnet_b0_224_3/fold1/model_f1.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3d65b426ee5053c7a13f9036af793e9c76882d664671d5399b361eef72f87ae5
+size 17649499
diff --git a/birads/three/saved/efficientnet_b0_224_3/fold1/model_loss.pth b/birads/three/saved/efficientnet_b0_224_3/fold1/model_loss.pth
new file mode 100644
index 0000000000000000000000000000000000000000..89f9afcf81391094ef121995f24a00db140817b4
--- /dev/null
+++ b/birads/three/saved/efficientnet_b0_224_3/fold1/model_loss.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c5e0e7ff87293e2aa06a683563203b8e9b28452fe9bf9818331f09c300aba37b
+size 17650235
diff --git a/birads/three/saved/efficientnet_b0_224_3/fold2/checkpoint.pth b/birads/three/saved/efficientnet_b0_224_3/fold2/checkpoint.pth
new file mode 100644
index 0000000000000000000000000000000000000000..3fd0d16658cfdd869f04492c33f51a6e4570277c
--- /dev/null
+++ b/birads/three/saved/efficientnet_b0_224_3/fold2/checkpoint.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6b656e93638f6bd43f4ddef239ee0168f198a04aa4c8db178767fdc1548a4bbb
+size 17650235
diff --git a/birads/three/saved/efficientnet_b0_224_3/fold2/log.json b/birads/three/saved/efficientnet_b0_224_3/fold2/log.json
new file mode 100644
index 0000000000000000000000000000000000000000..cc1892d7b385b813970b2193c72ef2437896d9b4
--- /dev/null
+++ b/birads/three/saved/efficientnet_b0_224_3/fold2/log.json
@@ -0,0 +1 @@
+{"train_loss": [0.9593605945507685, 0.7707817802826563, 0.6103173047304153, 0.45604649434487027, 0.4295361985762914, 0.32017541055878, 0.28462427482008934, 0.22019203379750252, 0.23157437176754078, 0.19109815607468286, 0.22735262289643288, 0.1694436107451717, 0.137110596212248, 0.08995714566359918, 0.09307608233454327, 0.1572561050609996, 0.10852866371472676, 0.14548692448685566, 0.09808028178910415, 0.12672801315784454, 0.12990305720207593, 0.07089641022806366, 0.08860186811458941, 0.12009015997561316, 0.05362777349849542, 0.06811475561698899, 0.05904231907334179, 0.06426246572906773, 0.06228291732259095, 0.09026962487647931, 0.040971695949944355, 0.030702391639351845, 0.01761080342112109, 0.023256826136882108, 0.014398257878686612, 0.011692356289131567, 0.008465677897523468, 0.03211529616964981, 0.01117090936168097, 0.010367134663586816, 0.012943065773773318, 0.01183379782984654, 0.015050383604830131, 0.007345493397830675, 0.007204291391341637, 0.007872666802237896, 0.009444544625390941, 0.007390963413248149, 0.008426019211280314, 0.01798962491254012, 0.00539224892781931, 0.009675839314392457, 0.005924649813096039, 0.00581411985088683, 0.004077923974061075, 0.005381432150898036, 0.00546799283498937, 0.006735451797188337, 0.010839331638029156, 0.006292454607319087, 0.007539224190016587, 0.007411028342175996, 0.007277974701234295, 0.0069260878626664635, 0.010614893263361106, 0.0058666753660266595, 0.011993443130146867, 0.014719874401635025, 0.0057658786269409274, 0.009540012804791331, 0.009529824658481326, 0.003928275937748064, 0.010919275635387748, 0.005345524652511813, 0.004457426305937891, 0.004748740466311574, 0.0038143666824907996, 0.00852300605159447, 0.007150670823951562, 0.005192399877463079, 0.01589573952757443, 0.004870031906951529, 0.004507352372456808, 0.007158308544603642, 0.004357587289026317, 0.01555608643927068, 0.004267374706008316, 0.004969961274279437, 0.004635093253455125, 0.03383880710559121, 0.00532305117182356, 0.003830397805965428, 0.004648850837838836, 0.0080147865616406, 0.004974765014291431, 0.006190637240554982, 0.004902177655215685, 0.006102829702285817, 0.00501917811743624, 0.004507731888831283], "train_acc": [0.5855614973262032, 0.6871657754010695, 0.7459893048128342, 0.8422459893048129, 0.8128342245989305, 0.8796791443850267, 0.9144385026737968, 0.9010695187165776, 0.9251336898395722, 0.9358288770053476, 0.93048128342246, 0.9438502673796791, 0.9572192513368984, 0.9652406417112299, 0.9705882352941176, 0.9385026737967914, 0.9491978609625669, 0.9598930481283422, 0.9705882352941176, 0.9491978609625669, 0.9518716577540107, 0.9812834224598931, 0.9732620320855615, 0.9572192513368984, 0.9759358288770054, 0.983957219251337, 0.9812834224598931, 0.9759358288770054, 0.9812834224598931, 0.9705882352941176, 0.9812834224598931, 0.9866310160427807, 0.9973262032085561, 0.9866310160427807, 0.9946524064171123, 1.0, 0.9946524064171123, 0.9893048128342246, 0.9973262032085561, 1.0, 0.9919786096256684, 0.9946524064171123, 0.9946524064171123, 0.9973262032085561, 1.0, 0.9973262032085561, 0.9973262032085561, 0.9973262032085561, 0.9973262032085561, 0.9946524064171123, 1.0, 0.9946524064171123, 0.9946524064171123, 1.0, 0.9973262032085561, 1.0, 0.9973262032085561, 0.9973262032085561, 0.9946524064171123, 0.9973262032085561, 0.9946524064171123, 0.9973262032085561, 0.9973262032085561, 0.9946524064171123, 0.9919786096256684, 0.9946524064171123, 0.9973262032085561, 0.9946524064171123, 0.9973262032085561, 0.9946524064171123, 0.9946524064171123, 1.0, 0.9946524064171123, 0.9973262032085561, 0.9973262032085561, 1.0, 0.9973262032085561, 0.9919786096256684, 0.9946524064171123, 1.0, 0.9946524064171123, 1.0, 0.9973262032085561, 0.9946524064171123, 1.0, 0.9946524064171123, 1.0, 0.9973262032085561, 0.9973262032085561, 0.9919786096256684, 0.9973262032085561, 1.0, 0.9973262032085561, 0.9973262032085561, 0.9973262032085561, 0.9973262032085561, 0.9973262032085561, 0.9946524064171123, 0.9973262032085561, 1.0], "test_loss": [0.8723716934521993, 0.8062052925427755, 0.7083555658658346, 0.8102379441261292, 0.8187888612349828, 0.9612971047560374, 0.8760834981997808, 2.2270839338501296, 1.9936100492874782, 0.9544105331103007, 0.9937350749969482, 1.4379534274339676, 1.2289703687032063, 1.7090068484346073, 1.1638411283493042, 1.2647820313771565, 1.3830800304810207, 1.2247260759274166, 0.9916404212514559, 1.590574949979782, 1.4955014089743297, 1.7595561891794205, 2.0299925853808722, 1.9144083658854167, 1.8133644064267476, 1.8928607900937398, 1.4273726418614388, 1.582473920037349, 1.5166840453942616, 1.6563146859407425, 1.620677974075079, 1.6054729831715424, 1.5372895300388336, 1.5262249633669853, 1.5118977924187977, 1.4801175445318222, 1.5068451116482418, 1.5946145380536716, 1.6107855563362439, 1.5865279883146286, 1.6015345348666112, 1.5871722276012104, 1.6388771596054237, 1.6614375989884138, 1.6830031437178452, 1.7054745368659496, 1.7277737768987815, 1.6582176871597767, 1.6412803170581658, 1.6257958983381589, 1.6214349096020062, 1.6940371692180634, 1.6618346013128757, 1.6253580103317897, 1.5982692713538806, 1.6824184618890285, 1.6080896047254403, 1.680393507083257, 1.6604561855395634, 1.5991351927320163, 1.6225031912326813, 1.6583618521690369, 1.7253633973499138, 1.6148950643837452, 1.6454579308629036, 1.6197548086444538, 1.7201435690124829, 1.6192205883562565, 1.6877516073485215, 1.6800240750114124, 1.6382481927673023, 1.6296594341595967, 1.6334660661717255, 1.6164310462772846, 1.665611198792855, 1.7344778540233772, 1.6447039693593979, 1.628602830072244, 1.7341821392377217, 1.599028709034125, 1.723121212174495, 1.6910723919669788, 1.5885912825663884, 1.6832231481870015, 1.6620973298947017, 1.6179696209728718, 1.6151791140437126, 1.7048163128395875, 1.5957703875998657, 1.7550148144364357, 1.637356026719014, 1.5840848137935002, 1.6735328435897827, 1.6779068758090336, 1.584485435237487, 1.6103606522083282, 1.7310806202391784, 1.6350692920386791, 1.6959794908761978, 1.6693880346914132], "test_acc": [0.6382978723404256, 0.7127659574468085, 0.7127659574468085, 0.7340425531914894, 0.7340425531914894, 0.6914893617021277, 0.7659574468085106, 0.7021276595744681, 0.6808510638297872, 0.648936170212766, 0.6808510638297872, 0.6808510638297872, 0.7021276595744681, 0.6808510638297872, 0.6914893617021277, 0.7021276595744681, 0.7021276595744681, 0.7446808510638298, 0.7340425531914894, 0.6808510638297872, 0.7021276595744681, 0.6808510638297872, 0.6808510638297872, 0.6382978723404256, 0.6595744680851063, 0.648936170212766, 0.7127659574468085, 0.6808510638297872, 0.6914893617021277, 0.7446808510638298, 0.7553191489361702, 0.7553191489361702, 0.7553191489361702, 0.7446808510638298, 0.7340425531914894, 0.7340425531914894, 0.7340425531914894, 0.7553191489361702, 0.7340425531914894, 0.7446808510638298, 0.7446808510638298, 0.7553191489361702, 0.723404255319149, 0.7446808510638298, 0.723404255319149, 0.723404255319149, 0.7340425531914894, 0.7446808510638298, 0.723404255319149, 0.7127659574468085, 0.7127659574468085, 0.7127659574468085, 0.723404255319149, 0.7340425531914894, 0.7340425531914894, 0.7340425531914894, 0.723404255319149, 0.723404255319149, 0.7340425531914894, 0.7127659574468085, 0.7127659574468085, 0.7127659574468085, 0.7340425531914894, 0.723404255319149, 0.7127659574468085, 0.7127659574468085, 0.7127659574468085, 0.7127659574468085, 0.7127659574468085, 0.7127659574468085, 0.723404255319149, 0.7127659574468085, 0.723404255319149, 0.723404255319149, 0.723404255319149, 0.7127659574468085, 0.723404255319149, 0.723404255319149, 0.7340425531914894, 0.7021276595744681, 0.723404255319149, 0.7127659574468085, 0.723404255319149, 0.7127659574468085, 0.7021276595744681, 0.723404255319149, 0.7021276595744681, 0.723404255319149, 0.723404255319149, 0.723404255319149, 0.7127659574468085, 0.723404255319149, 0.723404255319149, 0.7127659574468085, 0.723404255319149, 0.7127659574468085, 0.7127659574468085, 0.7127659574468085, 0.723404255319149, 0.723404255319149], "test_auc": [0.7146760123810331, 0.7211648111714511, 0.8175862604056371, 0.7756554373322281, 0.8275568855220344, 0.8008057853287821, 0.8432701008349804, 0.8278248737942601, 0.7545037896965806, 0.7977843034129445, 0.797092814626888, 0.8334139671132559, 0.8265785440880405, 0.8599509098091965, 0.8667396861806113, 0.8326551198806386, 0.828430448078664, 0.8127142924398053, 0.8744540427243676, 0.7914294603230064, 0.8351083911249838, 0.8062333754607923, 0.8201618171225503, 0.7868971150401153, 0.7792164327062959, 0.7809533798968659, 0.8242821762880982, 0.8357229234185123, 0.8331845122340719, 0.8399372359818781, 0.8495665368030242, 0.853772350913745, 0.8562885600890953, 0.8482581439942255, 0.8489612507858665, 0.853637537095984, 0.8530614613242312, 0.8531771592635526, 0.8560842876516613, 0.851078890386408, 0.8556169617430361, 0.8533919300598755, 0.8485199754629593, 0.8528651074627206, 0.8504603770804297, 0.847901462156981, 0.8493809495142749, 0.8490643936421635, 0.8431456228602258, 0.8452100583537799, 0.8491466755587336, 0.8493389293408885, 0.8458873827735758, 0.8465385074606872, 0.8464824252768016, 0.8466005839321822, 0.849197568096628, 0.8496975053863863, 0.8492304476916338, 0.8456237627945787, 0.8477890295753371, 0.850966457804764, 0.8491469437726064, 0.8504695176588104, 0.8496975053863863, 0.8485763258607179, 0.8482661816370549, 0.8465173482270275, 0.8485437144795847, 0.847877723140356, 0.8482479004802936, 0.8489845724416526, 0.8488032343792257, 0.8495643309319219, 0.8489964419499652, 0.85074705050134, 0.848123598390337, 0.8476619985554485, 0.8485671852823371, 0.8472092710850679, 0.852515940209476, 0.8516641067365412, 0.8494454867018293, 0.852480599898411, 0.8479106027353618, 0.8491469437726064, 0.8503536705725224, 0.8474017930810955, 0.848208877450712, 0.8505666662274978, 0.847085237208984, 0.8481147260258292, 0.849821807476343, 0.8479106027353618, 0.8490515703452662, 0.8500432581349869, 0.8536337052305006, 0.8498982141722098, 0.851445653221702, 0.8503272026259653], "test_f1": [0.35565785565785574, 0.49800283162881936, 0.5750554089981127, 0.5974235104669887, 0.6087392922038591, 0.5457579445571331, 0.6372063492063491, 0.49022161643697304, 0.5071323926285758, 0.543437006851641, 0.553623188405797, 0.46943723599719656, 0.5406103413274713, 0.47156196943972833, 0.580412461768394, 0.5692160330091365, 0.500280857354028, 0.5755582137161085, 0.5833871662360034, 0.51291627762216, 0.5283158255103696, 0.486089776412357, 0.5197419778955585, 0.44787627353032483, 0.4980064168457776, 0.5175234122602543, 0.5128337128337129, 0.4738376127689105, 0.5164663714948344, 0.5900763358778626, 0.6015507164404222, 0.6015507164404222, 0.5910644502770487, 0.6028571428571429, 0.5746445370101284, 0.5772839506172839, 0.5772839506172839, 0.6126445732744945, 0.5601851851851852, 0.5858151064450278, 0.5667153503351684, 0.5931712962962963, 0.5495914317899805, 0.5667153503351684, 0.545876272989816, 0.545876272989816, 0.5632152085640457, 0.5888095238095238, 0.5794131169709263, 0.513888888888889, 0.516389811738649, 0.516389811738649, 0.5423149029448242, 0.5664902998236331, 0.5664902998236331, 0.5707013574660634, 0.5430952380952381, 0.5450603318250377, 0.5707013574660634, 0.5324185724185724, 0.5324185724185724, 0.516389811738649, 0.5521116138763197, 0.5430952380952381, 0.516389811738649, 0.516389811738649, 0.516389811738649, 0.5116809723108936, 0.516389811738649, 0.513888888888889, 0.5423149029448242, 0.513888888888889, 0.5170081766549157, 0.5639499310952144, 0.5430952380952381, 0.516389811738649, 0.5406299212598425, 0.5423149029448242, 0.5707013574660634, 0.5262736604200019, 0.5217072782290173, 0.516389811738649, 0.5406299212598425, 0.516389811738649, 0.5087139107611548, 0.5406299212598425, 0.5087139107611548, 0.5450603318250377, 0.5384584584584585, 0.545876272989816, 0.5537051750622385, 0.5752226093689509, 0.5430952380952381, 0.5365079365079365, 0.5377519057519057, 0.513888888888889, 0.516389811738649, 0.513888888888889, 0.5217072782290173, 0.5430952380952381]}
\ No newline at end of file
diff --git a/birads/three/saved/efficientnet_b0_224_3/fold2/model_acc.pth b/birads/three/saved/efficientnet_b0_224_3/fold2/model_acc.pth
new file mode 100644
index 0000000000000000000000000000000000000000..4399db5453271932a6e6f1e627e28d3bc0b0233a
--- /dev/null
+++ b/birads/three/saved/efficientnet_b0_224_3/fold2/model_acc.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4a0dc8cfd214aeabe21a60631d3574f9b0c54dff790fb35d8f6ef556af926e99
+size 17649867
diff --git a/birads/three/saved/efficientnet_b0_224_3/fold2/model_auc.pth b/birads/three/saved/efficientnet_b0_224_3/fold2/model_auc.pth
new file mode 100644
index 0000000000000000000000000000000000000000..fa84c1fe1815132a6ff6264117697aceb143923b
--- /dev/null
+++ b/birads/three/saved/efficientnet_b0_224_3/fold2/model_auc.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3c7ad2ae9cc9f90b608b487bc2bfe8bff64142761d249640b7dd298edc6e0107
+size 17649867
diff --git a/birads/three/saved/efficientnet_b0_224_3/fold2/model_f1.pth b/birads/three/saved/efficientnet_b0_224_3/fold2/model_f1.pth
new file mode 100644
index 0000000000000000000000000000000000000000..9d44c5034caba1eb70b4dc72794659ada98f10fc
--- /dev/null
+++ b/birads/three/saved/efficientnet_b0_224_3/fold2/model_f1.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c6c32299edc661ea5b086f483dffe676ba7027daa793ef42c86a9d5f0b7c55e6
+size 17649499
diff --git a/birads/three/saved/efficientnet_b0_224_3/fold2/model_loss.pth b/birads/three/saved/efficientnet_b0_224_3/fold2/model_loss.pth
new file mode 100644
index 0000000000000000000000000000000000000000..02a77913e8e5cf2fc5989204e22cfea05dc84bc9
--- /dev/null
+++ b/birads/three/saved/efficientnet_b0_224_3/fold2/model_loss.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:04f0eda179317ccff6a7f1e2b00f7f0736ee2670c17d975fe95762040b1867fd
+size 17650235
diff --git a/birads/three/saved/efficientnet_b0_224_3/fold3/checkpoint.pth b/birads/three/saved/efficientnet_b0_224_3/fold3/checkpoint.pth
new file mode 100644
index 0000000000000000000000000000000000000000..96da707b1ca5837f19033c94642776f00f8e4c49
--- /dev/null
+++ b/birads/three/saved/efficientnet_b0_224_3/fold3/checkpoint.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8b48d87e48f3cdb5e778d07a24a351640dd59ffa688fa41fd687ca518da722bf
+size 17650235
diff --git a/birads/three/saved/efficientnet_b0_224_3/fold3/log.json b/birads/three/saved/efficientnet_b0_224_3/fold3/log.json
new file mode 100644
index 0000000000000000000000000000000000000000..bd85d14c0e309a3178edf3f045f45f7dbe742b73
--- /dev/null
+++ b/birads/three/saved/efficientnet_b0_224_3/fold3/log.json
@@ -0,0 +1 @@
+{"train_loss": [0.9562775194644928, 0.7634589721759161, 0.6198608900109926, 0.4420853927731514, 0.39630338301261264, 0.307926715662082, 0.27660225704312325, 0.27325257658958435, 0.2935944627970457, 0.13814911028991142, 0.16877434899409613, 0.12186258720854919, 0.1436107891301314, 0.10312365476662914, 0.0746220510142545, 0.056592484237626195, 0.06621702713891864, 0.0746384378677855, 0.14184986737867197, 0.10639490932226181, 0.16989255230873823, 0.10221239443247516, 0.14224305717895427, 0.10904582248379786, 0.12654535076580942, 0.09795388532802463, 0.08586246074022104, 0.05289926930951575, 0.03321020231427004, 0.042832559721622, 0.032888570645203195, 0.031101407221285626, 0.01697857175410415, 0.01467771279082323, 0.015462335878207037, 0.023654982059573133, 0.017794813141032744, 0.005356622927744563, 0.01534113102631333, 0.013221599025807032, 0.010330288675807727, 0.008843825322401244, 0.0051344731606756495, 0.0062325716523143155, 0.015974321790660422, 0.008268378907814622, 0.01736767360610732, 0.00604197318534716, 0.010135463632953664, 0.0040105867641007835, 0.00390093890503825, 0.005765001100371592, 0.007390778041250694, 0.012473767591776172, 0.008348930726545708, 0.004802657807886135, 0.011475613641475016, 0.008340123506059172, 0.007385703829640988, 0.008898036425913839, 0.004067713632442367, 0.00933108973549679, 0.011551808428824492, 0.01568015133670997, 0.007297977812413592, 0.006664174922965079, 0.010354626048259282, 0.004286986276080522, 0.005972074832243379, 0.00539683700480964, 0.002783762644564073, 0.007105840494962952, 0.004555620582929502, 0.009136446374517012, 0.004626584552170243, 0.012051329620589968, 0.01808025417146079, 0.008269053812303659, 0.006097674093325622, 0.003991994986184484, 0.0061324622729443945, 0.008447754743732125, 0.004967984794348013, 0.009149865318856124, 0.0045318456323002465, 0.0066138782106766785, 0.0072930491345080855, 0.005799056125397328, 0.004820830744089714, 0.012555159904877655, 0.008109033214471614, 0.006000128450978082, 0.0026712726503319573, 0.004762443197250832, 0.003842404220146515, 0.003659224425064167, 0.006422040355876864, 0.011367216606837852, 0.008188334063864508, 0.004445975485092883], "train_acc": [0.5573333333333333, 0.6853333333333333, 0.7706666666666667, 0.8346666666666667, 0.856, 0.8666666666666667, 0.8986666666666666, 0.9013333333333333, 0.8826666666666667, 0.9573333333333334, 0.9333333333333333, 0.9626666666666667, 0.9493333333333334, 0.968, 0.976, 0.976, 0.9786666666666667, 0.9813333333333333, 0.9626666666666667, 0.9573333333333334, 0.944, 0.9626666666666667, 0.952, 0.96, 0.944, 0.9546666666666667, 0.9706666666666667, 0.9813333333333333, 0.9893333333333333, 0.984, 0.9893333333333333, 0.9893333333333333, 0.9946666666666667, 0.992, 0.9946666666666667, 0.992, 0.992, 1.0, 0.992, 0.9946666666666667, 0.9946666666666667, 0.9946666666666667, 0.9973333333333333, 1.0, 0.9893333333333333, 0.9946666666666667, 0.9946666666666667, 0.9973333333333333, 0.9973333333333333, 1.0, 1.0, 0.9973333333333333, 0.9946666666666667, 0.9946666666666667, 0.9946666666666667, 0.9973333333333333, 0.992, 0.9946666666666667, 0.9973333333333333, 0.9973333333333333, 1.0, 0.9973333333333333, 0.992, 0.9946666666666667, 0.9973333333333333, 0.9973333333333333, 0.9973333333333333, 0.9973333333333333, 0.9973333333333333, 0.9973333333333333, 1.0, 0.9946666666666667, 0.9973333333333333, 0.9946666666666667, 0.9973333333333333, 0.9946666666666667, 0.992, 0.9946666666666667, 1.0, 0.9973333333333333, 0.9973333333333333, 0.9973333333333333, 1.0, 0.9946666666666667, 0.9973333333333333, 0.9973333333333333, 0.9973333333333333, 0.9973333333333333, 0.9973333333333333, 0.992, 0.9946666666666667, 0.9973333333333333, 1.0, 0.9973333333333333, 0.9973333333333333, 1.0, 0.9946666666666667, 0.9973333333333333, 0.9946666666666667, 0.9973333333333333], "test_loss": [1.1853802427649498, 0.7070665160814921, 0.9821315010388693, 0.8021460970242819, 0.8601628541946411, 1.1973002726833026, 0.8543125887711843, 1.0714500347773235, 1.4600042899449666, 1.3961285079518955, 1.227113572259744, 1.1843088964621227, 1.2926129202047985, 1.3082106411457062, 2.0166567961374917, 2.0351639787356057, 1.728744367758433, 1.056597908337911, 1.1859647333621979, 1.5441560745239258, 1.4676092167695363, 1.2814584374427795, 1.2181508541107178, 2.0835952113072076, 2.3007176273191967, 1.3670277992884319, 1.510918786128362, 1.337622806429863, 1.5427009065945942, 1.5686374306678772, 1.7561906576156616, 1.7955837498108547, 1.7925485173861186, 1.822601169347763, 1.6447528153657913, 1.7863961507876713, 1.7196863691012065, 1.7160645425319672, 1.588201696674029, 1.84344286719958, 1.7830096334218979, 1.766894981265068, 1.7626865804195404, 1.8407219250996907, 1.835725466410319, 1.6267183721065521, 1.7372916638851166, 1.7128529598315556, 1.724887619415919, 1.6723132232824962, 1.687302867571513, 1.6576937983433406, 1.6934053351481755, 1.7091652403275173, 1.7564224302768707, 1.6952034036318462, 1.8116923868656158, 1.902116800347964, 1.825972855091095, 1.7648431311051052, 1.8182326207558315, 1.820768545071284, 1.6551532099644344, 1.7400187750657399, 1.7013602008422215, 1.9056187669436138, 1.7263920853535335, 1.7346559117237728, 1.7531826496124268, 1.72177654504776, 1.7814745604991913, 1.7276071111361186, 1.85467824836572, 1.7310864925384521, 1.776274596651395, 1.8895363012949626, 1.9310263693332672, 1.875674272576968, 1.797832116484642, 1.8281129896640778, 1.8171241184075673, 1.8221701035896938, 1.7736329237620037, 1.8185987323522568, 1.8376802255709965, 1.6974032918612163, 1.8120100597540538, 1.7677723467350006, 1.82674307624499, 1.8315072357654572, 1.8434823701779048, 1.7313839892546337, 1.7650514245033264, 1.7552159031232197, 1.7794433136781056, 1.724439670642217, 1.8945590456326802, 1.87449345489343, 1.818840816617012, 1.7669846961895626], "test_acc": [0.6129032258064516, 0.7204301075268817, 0.6774193548387096, 0.7419354838709677, 0.7526881720430108, 0.7311827956989247, 0.7204301075268817, 0.6881720430107527, 0.6236559139784946, 0.7096774193548387, 0.6989247311827957, 0.7096774193548387, 0.7096774193548387, 0.7096774193548387, 0.6881720430107527, 0.6236559139784946, 0.7096774193548387, 0.7634408602150538, 0.7204301075268817, 0.6129032258064516, 0.6666666666666666, 0.6881720430107527, 0.6236559139784946, 0.6666666666666666, 0.6774193548387096, 0.6344086021505376, 0.7096774193548387, 0.7311827956989247, 0.6774193548387096, 0.6989247311827957, 0.6881720430107527, 0.6881720430107527, 0.7096774193548387, 0.7096774193548387, 0.7204301075268817, 0.7096774193548387, 0.7096774193548387, 0.7096774193548387, 0.7204301075268817, 0.6989247311827957, 0.7204301075268817, 0.6989247311827957, 0.6989247311827957, 0.6881720430107527, 0.6989247311827957, 0.6881720430107527, 0.7096774193548387, 0.6989247311827957, 0.6989247311827957, 0.7096774193548387, 0.7204301075268817, 0.7311827956989247, 0.7096774193548387, 0.7204301075268817, 0.7204301075268817, 0.7096774193548387, 0.7096774193548387, 0.7204301075268817, 0.7096774193548387, 0.7096774193548387, 0.7096774193548387, 0.7204301075268817, 0.7204301075268817, 0.7204301075268817, 0.7096774193548387, 0.7204301075268817, 0.7204301075268817, 0.7096774193548387, 0.7096774193548387, 0.7096774193548387, 0.7204301075268817, 0.7096774193548387, 0.7096774193548387, 0.7204301075268817, 0.7096774193548387, 0.7096774193548387, 0.7096774193548387, 0.7096774193548387, 0.7096774193548387, 0.6989247311827957, 0.6989247311827957, 0.6989247311827957, 0.7096774193548387, 0.7096774193548387, 0.7096774193548387, 0.7204301075268817, 0.7204301075268817, 0.7204301075268817, 0.7096774193548387, 0.6989247311827957, 0.7096774193548387, 0.7096774193548387, 0.7096774193548387, 0.7096774193548387, 0.7096774193548387, 0.7096774193548387, 0.6989247311827957, 0.7096774193548387, 0.7311827956989247, 0.7311827956989247], "test_auc": [0.7202787117601342, 0.8092370342396147, 0.7727587279318051, 0.8331205395197164, 0.8381547247686566, 0.8138994146155257, 0.856147489163663, 0.8436355621870444, 0.834779560748633, 0.7642108596925885, 0.840341556363426, 0.8288720468386294, 0.794781046914992, 0.8340335073577075, 0.7949502077325313, 0.8006234452304835, 0.8301354330496092, 0.8671763899984212, 0.8044746208896556, 0.7845264599212672, 0.7698235617846331, 0.7922995358961366, 0.7868727783659301, 0.7929480112414495, 0.8203212217402287, 0.7895908919045294, 0.82135829999539, 0.8495157442846463, 0.7804380679162124, 0.8155510526293073, 0.8299034996706034, 0.8283710116291213, 0.8299392813715034, 0.8251039154243746, 0.8295877752624898, 0.8299122286393684, 0.8272438831612215, 0.827924667124981, 0.8326708941956054, 0.8299360710081419, 0.832549841813619, 0.8281416215665057, 0.8321779556988947, 0.830172566710102, 0.8317846259140483, 0.8312578985827338, 0.8314557809722224, 0.831336721456532, 0.8307610014339956, 0.8303552994041027, 0.8318515094557201, 0.8285230753952701, 0.8345784153391289, 0.8290888218714113, 0.8262274276965579, 0.8272502675924652, 0.8257082752129872, 0.8252615882525364, 0.8249944236227247, 0.8245990375955375, 0.8262481230780141, 0.8243550304218777, 0.826938551672141, 0.8232139063795113, 0.8274983601702409, 0.8286282027125377, 0.8249681191792554, 0.8222894576984027, 0.8258515829298062, 0.8237828632190137, 0.8265320244372552, 0.8255031967275448, 0.8274497099353298, 0.8298656617273626, 0.8285234812276251, 0.8246236916290215, 0.8264444455141268, 0.8233863230708057, 0.8260924431161487, 0.827822750171075, 0.823803152768115, 0.8263663709289943, 0.8255589390615179, 0.8253714225104973, 0.825218547079638, 0.8253205544901535, 0.8247172854465177, 0.8243346774967323, 0.8244835942755641, 0.8264917877953631, 0.825848435942489, 0.8311624023555506, 0.8263265401194575, 0.8255573655678593, 0.8252440263181148, 0.8274008077007172, 0.8272175787177524, 0.8252348779767121, 0.8227465240376038, 0.8232075490288325], "test_f1": [0.25333333333333335, 0.5962945100876135, 0.4375, 0.5721759387215225, 0.5471155509427434, 0.5694725028058362, 0.561262026032824, 0.47953043306698234, 0.3702564102564103, 0.5459289248762933, 0.4987373737373737, 0.5336915805844513, 0.5587695133149678, 0.5392567359780475, 0.4773594192198843, 0.3920634135347439, 0.5214814814814815, 0.5706963931065411, 0.5743909360930637, 0.51017713253949, 0.4880745740919319, 0.5554885201944025, 0.5293166719765892, 0.454452614379085, 0.43404156507604785, 0.4846594075826163, 0.5123004729303943, 0.5594086021505377, 0.5482791299724938, 0.5132275132275131, 0.4957264957264957, 0.4976759966072943, 0.5389957264957265, 0.5389957264957265, 0.5448434265010352, 0.5389957264957265, 0.5367377260981913, 0.5367377260981913, 0.5448434265010352, 0.5177502067824649, 0.5547411616161616, 0.5177502067824649, 0.5177502067824649, 0.4903846153846154, 0.5104219452045539, 0.47130647130647124, 0.5137310606060607, 0.4972247390852042, 0.4972247390852042, 0.5367377260981913, 0.5569649988254639, 0.5740400326797386, 0.4929874150346591, 0.5295001515473957, 0.5448434265010352, 0.5137310606060607, 0.5367377260981913, 0.5569649988254639, 0.5280569929353609, 0.5137310606060607, 0.5280569929353609, 0.5448434265010352, 0.5270499481025798, 0.5448434265010352, 0.5382264716910387, 0.5569649988254639, 0.5448434265010352, 0.5137310606060607, 0.5137310606060607, 0.5137310606060607, 0.5448434265010352, 0.5137310606060607, 0.5280569929353609, 0.5270499481025798, 0.5137310606060607, 0.5280569929353609, 0.5389957264957265, 0.5280569929353609, 0.5137310606060607, 0.4972247390852042, 0.4972247390852042, 0.4972247390852042, 0.5137310606060607, 0.5137310606060607, 0.5137310606060607, 0.5270499481025798, 0.5569649988254639, 0.5270499481025798, 0.5280569929353609, 0.4972247390852042, 0.5137310606060607, 0.5114821335293777, 0.5137310606060607, 0.5137310606060607, 0.5137310606060607, 0.5137310606060607, 0.4972247390852042, 0.5137310606060607, 0.5740400326797386, 0.5740400326797386]}
\ No newline at end of file
diff --git a/birads/three/saved/efficientnet_b0_224_3/fold3/model_acc.pth b/birads/three/saved/efficientnet_b0_224_3/fold3/model_acc.pth
new file mode 100644
index 0000000000000000000000000000000000000000..665b24ebb2d68cccf913865d888c9df3f726825a
--- /dev/null
+++ b/birads/three/saved/efficientnet_b0_224_3/fold3/model_acc.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d29f7b747a3e36c0062a2cab7bd6164ff6919976893daf27ade0f7c4844f5c2f
+size 17649867
diff --git a/birads/three/saved/efficientnet_b0_224_3/fold3/model_auc.pth b/birads/three/saved/efficientnet_b0_224_3/fold3/model_auc.pth
new file mode 100644
index 0000000000000000000000000000000000000000..f4b30c14c7d1903e2996d830f039993c6948536b
--- /dev/null
+++ b/birads/three/saved/efficientnet_b0_224_3/fold3/model_auc.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a112ae21a32085d5821f2b017d81c97700a99c3c720e376046ef1e393ad00897
+size 17649867
diff --git a/birads/three/saved/efficientnet_b0_224_3/fold3/model_f1.pth b/birads/three/saved/efficientnet_b0_224_3/fold3/model_f1.pth
new file mode 100644
index 0000000000000000000000000000000000000000..c551b14123ae14e4e87568e0072f861b144060b7
--- /dev/null
+++ b/birads/three/saved/efficientnet_b0_224_3/fold3/model_f1.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ce8b9b1c00dbd5397ee2be981d02c771772ae0cdfaa8fd3cd886bf86480d2d44
+size 17649499
diff --git a/birads/three/saved/efficientnet_b0_224_3/fold3/model_loss.pth b/birads/three/saved/efficientnet_b0_224_3/fold3/model_loss.pth
new file mode 100644
index 0000000000000000000000000000000000000000..c85659ec91b4da992eb1bff190ef57bc3afd4c36
--- /dev/null
+++ b/birads/three/saved/efficientnet_b0_224_3/fold3/model_loss.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a3e299bf83221f6cb06f96f6b150b5d4dc97c4242396104708d90128896e3ec0
+size 17650235
diff --git a/birads/three/saved/efficientnet_b0_224_3/fold4/checkpoint.pth b/birads/three/saved/efficientnet_b0_224_3/fold4/checkpoint.pth
new file mode 100644
index 0000000000000000000000000000000000000000..469c7f3c01f418867754c8a5785a896f0bb39af7
--- /dev/null
+++ b/birads/three/saved/efficientnet_b0_224_3/fold4/checkpoint.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:13e929b27b57525846da4514b117d9e2027dd07d39b55ddac8acb36d16e0dac4
+size 17650235
diff --git a/birads/three/saved/efficientnet_b0_224_3/fold4/log.json b/birads/three/saved/efficientnet_b0_224_3/fold4/log.json
new file mode 100644
index 0000000000000000000000000000000000000000..92df0152e2458444bc121b1081c1c9d9bf538209
--- /dev/null
+++ b/birads/three/saved/efficientnet_b0_224_3/fold4/log.json
@@ -0,0 +1 @@
+{"train_loss": [0.9106066177288691, 0.6959501554568609, 0.5034503961602846, 0.5576085696617762, 0.4467929204305013, 0.3144447480638822, 0.22359256818890572, 0.2488348986953497, 0.1912250705063343, 0.1957131608699759, 0.21044018554190794, 0.15903072959432998, 0.176309018706282, 0.07527181754509608, 0.09280971251428127, 0.08216243811572592, 0.12836842522180328, 0.12567465535054603, 0.09227292759654422, 0.12421104420597355, 0.12035194768880804, 0.06745977063352863, 0.08073261015427609, 0.06797440947654347, 0.039269986329600215, 0.027062473469413817, 0.04933174051499615, 0.07058449312656496, 0.04254297357207785, 0.0503985271595108, 0.09156366070965305, 0.025507626734906808, 0.021596956862291943, 0.03428656320708493, 0.009824165569928786, 0.019266581783692043, 0.007945610069630979, 0.003687864533276297, 0.00678648197693595, 0.012387872872447284, 0.004723690059715106, 0.0025562419711301723, 0.004408669352415018, 0.0022653865501827872, 0.005305841788261508, 0.0035058853876156113, 0.005958123299933504, 0.00310944702020303, 0.002857048408865618, 0.002401105977090386, 0.001652345043112291, 0.0034653516146742427, 0.004147192710661329, 0.002237744910720115, 0.0007669186707062181, 0.0019911617867668006, 0.013891240682520825, 0.0014100235021032859, 0.005971110467119918, 0.002602291767592154, 0.0021875871643715072, 0.0008644654796322963, 0.0009499632336276894, 0.001382739246764686, 0.0020377871696837246, 0.0024177000086638145, 0.0034807913155721812, 0.0025593588325136807, 0.001957985313007763, 0.001297614283733613, 0.0011500768838838364, 0.0022116847806804194, 0.0007864689347722257, 0.0023478760334304147, 0.0012523699515440967, 0.0012911190909411137, 0.0020423253348174817, 0.0020103969545743894, 0.0009371153112927763, 0.004293308847991284, 0.0005900151500100037, 0.0015652492390169452, 0.00632573438391167, 0.0017628221442767729, 0.0008886996365617961, 0.0023635226061742287, 0.0015284606840092845, 0.0015633656730642542, 0.0010382180989836343, 0.0015908087516436353, 0.0013165149442405284, 0.0017773669266413588, 0.0010346512196216888, 0.006253355220299757, 0.000783628661641463, 0.0006673627522104653, 0.000985634017221552, 0.0009524399016906197, 0.0014279000242822804, 0.0017121830557395394], "train_acc": [0.6106666666666667, 0.7573333333333333, 0.8213333333333334, 0.8053333333333333, 0.8213333333333334, 0.8906666666666667, 0.936, 0.92, 0.9226666666666666, 0.9333333333333333, 0.9333333333333333, 0.9413333333333334, 0.9333333333333333, 0.9733333333333334, 0.9706666666666667, 0.968, 0.96, 0.9466666666666667, 0.9653333333333334, 0.9733333333333334, 0.9466666666666667, 0.984, 0.9706666666666667, 0.976, 0.992, 0.984, 0.9893333333333333, 0.9706666666666667, 0.9866666666666667, 0.9786666666666667, 0.9706666666666667, 0.9866666666666667, 0.992, 0.9866666666666667, 1.0, 0.9946666666666667, 0.9973333333333333, 1.0, 0.9973333333333333, 0.9946666666666667, 0.9973333333333333, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9973333333333333, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9973333333333333, 1.0, 1.0, 1.0, 0.992, 1.0, 0.9973333333333333, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9973333333333333, 1.0, 1.0, 0.9973333333333333, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9973333333333333, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0], "test_loss": [1.3584059153993924, 1.4241841435432434, 1.1877555300792058, 1.1137347122033436, 1.2080595617492993, 1.0863223572572072, 1.9969326953093212, 1.7851747075716655, 1.5316556294759114, 1.4471650421619415, 1.899661806722482, 1.90877532462279, 2.0376201073328652, 1.7624751130739849, 2.0701234762867293, 2.505394995212555, 2.2075724601745605, 1.813685377438863, 1.9113422483205795, 2.12989404797554, 1.4949101408322651, 1.835687905550003, 1.9412004152933757, 2.0852036674817405, 2.0331682562828064, 2.774644434452057, 2.111703634262085, 1.9953139424324036, 2.7282140056292215, 2.8549068669478097, 2.5964761773745217, 2.4958597471316657, 2.481712907552719, 2.445964460571607, 2.340112015604973, 2.4613656798998513, 2.4017116775115332, 2.386937029659748, 2.2809600631395974, 2.4839645276467004, 2.5103236734867096, 2.484318713347117, 2.4527686685323715, 2.570282672842344, 2.6901016061504683, 2.4582264373699823, 2.514890064795812, 2.521674250562986, 2.5347092201312384, 2.461931586265564, 2.5217184399565062, 2.5447990943988166, 2.5028945257266364, 2.468508298198382, 2.4926423082749047, 2.5285456279913583, 2.495285419126352, 2.583273974557718, 2.5321543365716934, 2.510148217280706, 2.550322746237119, 2.524493843317032, 2.522306948900223, 2.5275281171003976, 2.5183164974053702, 2.5261513888835907, 2.5082849711179733, 2.4733454237381616, 2.4737874964872995, 2.445699229836464, 2.565283010403315, 2.50177330772082, 2.574851224819819, 2.500878651936849, 2.6100157300631204, 2.6288027117649713, 2.5790783166885376, 2.511834522088369, 2.5065546135107675, 2.555743287007014, 2.5288083056608834, 2.521876191099485, 2.475323428710302, 2.4969132989645004, 2.50775712231795, 2.474926620721817, 2.5826553255319595, 2.5448670238256454, 2.5194174349308014, 2.558498134215673, 2.609067221482595, 2.4652675787607827, 2.5266199856996536, 2.603818506002426, 2.5925113558769226, 2.4245103845993676, 2.574063460032145, 2.5796838949124017, 2.555677145719528, 2.5398996571699777], "test_acc": [0.6129032258064516, 0.34408602150537637, 0.6344086021505376, 0.6129032258064516, 0.6236559139784946, 0.4946236559139785, 0.5806451612903226, 0.6344086021505376, 0.5913978494623656, 0.5806451612903226, 0.6236559139784946, 0.6021505376344086, 0.5591397849462365, 0.6236559139784946, 0.6559139784946236, 0.5806451612903226, 0.5268817204301075, 0.6559139784946236, 0.6344086021505376, 0.6451612903225806, 0.6774193548387096, 0.6129032258064516, 0.5376344086021505, 0.5483870967741935, 0.5913978494623656, 0.5913978494623656, 0.6236559139784946, 0.6774193548387096, 0.5806451612903226, 0.5376344086021505, 0.5698924731182796, 0.5913978494623656, 0.6021505376344086, 0.6021505376344086, 0.6236559139784946, 0.6236559139784946, 0.6236559139784946, 0.6344086021505376, 0.6236559139784946, 0.6344086021505376, 0.6344086021505376, 0.6129032258064516, 0.6236559139784946, 0.6129032258064516, 0.6451612903225806, 0.6021505376344086, 0.6021505376344086, 0.6021505376344086, 0.5913978494623656, 0.6236559139784946, 0.6344086021505376, 0.6236559139784946, 0.6021505376344086, 0.6129032258064516, 0.6021505376344086, 0.5913978494623656, 0.6236559139784946, 0.6344086021505376, 0.6451612903225806, 0.6021505376344086, 0.6236559139784946, 0.5913978494623656, 0.5913978494623656, 0.6021505376344086, 0.6021505376344086, 0.6129032258064516, 0.6021505376344086, 0.6021505376344086, 0.6021505376344086, 0.6021505376344086, 0.6236559139784946, 0.5913978494623656, 0.6344086021505376, 0.6021505376344086, 0.6129032258064516, 0.6344086021505376, 0.6559139784946236, 0.6021505376344086, 0.6021505376344086, 0.6021505376344086, 0.6021505376344086, 0.6021505376344086, 0.6021505376344086, 0.6129032258064516, 0.6129032258064516, 0.6021505376344086, 0.6344086021505376, 0.5913978494623656, 0.6021505376344086, 0.6129032258064516, 0.6129032258064516, 0.6021505376344086, 0.6021505376344086, 0.6129032258064516, 0.5913978494623656, 0.6021505376344086, 0.6236559139784946, 0.6021505376344086, 0.6129032258064516, 0.5913978494623656], "test_auc": [0.5529637856404362, 0.5572622829608002, 0.6466674738781284, 0.674898849614141, 0.6703436691590129, 0.7017303384232475, 0.6493659705563819, 0.6981158277195662, 0.6946772966820633, 0.7196321203946793, 0.6926152874976507, 0.6820112696312601, 0.6444544625233243, 0.6602365963965274, 0.7203434679729827, 0.6767246002395965, 0.6451841017068268, 0.7327596529286794, 0.7429221329031471, 0.7087068610192474, 0.7139252949096466, 0.6761669775568179, 0.685775893172058, 0.685183780380879, 0.7224401951938838, 0.7357639668536473, 0.7492673891006145, 0.7117219693702351, 0.6841064276838705, 0.6660281513274666, 0.689246806923442, 0.7172987722242053, 0.7171702083705194, 0.716973949310451, 0.7142133179684826, 0.7254446813813339, 0.7281074177974679, 0.7273310742304808, 0.7252154180708071, 0.7259590364676018, 0.7251221667096216, 0.7216277366846002, 0.7223909867984397, 0.7239432681000587, 0.7282976619631683, 0.7181886567014791, 0.7258356124675291, 0.7221588555808621, 0.7239078922315137, 0.7243860597845265, 0.7259025593852453, 0.7247989308298086, 0.7207451116793244, 0.7214959895481176, 0.7217511877652378, 0.7215573274038208, 0.7281006546144342, 0.7313924048526644, 0.7323200638971347, 0.7262206191159658, 0.7304874340559472, 0.7264248588561331, 0.720623247632628, 0.7289239346303026, 0.7268886883783682, 0.7252837981898107, 0.7244636651612595, 0.7260820817158846, 0.7251173963928842, 0.7247443561571388, 0.7283398914713562, 0.7214931850171111, 0.7302975323465576, 0.720487514763553, 0.7277693475979126, 0.7282937033111407, 0.7340969649446314, 0.7265968697150726, 0.7254088092238246, 0.7267258394011137, 0.7253769861749518, 0.7241387788714609, 0.7239317979763317, 0.7289395172387106, 0.7270846049821257, 0.7290243550068768, 0.7259976497800734, 0.7222730814037704, 0.7260781230638571, 0.7251814754035495, 0.7274978184837183, 0.72219151737501, 0.7230176652979292, 0.7277104718169047, 0.7235526794701742, 0.7271881723460171, 0.7293165161264832, 0.7259371235890802, 0.7263504004667173, 0.7286185896009393], "test_f1": [0.2800300300300301, 0.2632034632034632, 0.420412267471091, 0.3676296180268075, 0.40604518467113887, 0.3536676806644988, 0.39926739926739924, 0.4861624649859944, 0.4419540229885057, 0.45070266528210445, 0.3986144974650722, 0.4275323032438782, 0.41811454311454316, 0.5011458234846541, 0.4604515229515229, 0.3695584415584416, 0.4285670469880996, 0.5234061930783241, 0.43164141414141416, 0.477632912415521, 0.5488665923448531, 0.45703080129309637, 0.3926497660079402, 0.40334538040960055, 0.4216503267973856, 0.35742558261642227, 0.5062325752862837, 0.5157245424208717, 0.39716524508490075, 0.32956940680517915, 0.3969441696714424, 0.4249812651066569, 0.43160725127938243, 0.43049090697993525, 0.48191099216968974, 0.47169928549238893, 0.45495168106813094, 0.46147890050329066, 0.46604017951266524, 0.46147890050329066, 0.46147890050329066, 0.44900942549845374, 0.45559025067221787, 0.43507982427943853, 0.46747085931146654, 0.44259259259259265, 0.44259259259259265, 0.44259259259259265, 0.43668206021147205, 0.45495168106813094, 0.46147890050329066, 0.45559025067221787, 0.44315522418970693, 0.46315369497436204, 0.44315522418970693, 0.43599860111615163, 0.45559025067221787, 0.46147890050329066, 0.48340466768957446, 0.4575039774602378, 0.46943164362519196, 0.43668206021147205, 0.43668206021147205, 0.44259259259259265, 0.4575039774602378, 0.46342479644187423, 0.4563650188650188, 0.4563650188650188, 0.4563650188650188, 0.4563650188650188, 0.46943164362519196, 0.43599860111615163, 0.47632165813983995, 0.4563650188650188, 0.44858979404433946, 0.47632165813983995, 0.48940450864954904, 0.4575039774602378, 0.4575039774602378, 0.4563650188650188, 0.45546800719214514, 0.44259259259259265, 0.45546800719214514, 0.47379764065335755, 0.46342479644187423, 0.4563650188650188, 0.47750757311885844, 0.43668206021147205, 0.4575039774602378, 0.46342479644187423, 0.46342479644187423, 0.4563650188650188, 0.4563650188650188, 0.46229598242310105, 0.43599860111615163, 0.45479597244303127, 0.46943164362519196, 0.44259259259259265, 0.46342479644187423, 0.43599860111615163]}
\ No newline at end of file
diff --git a/birads/three/saved/efficientnet_b0_224_3/fold4/model_acc.pth b/birads/three/saved/efficientnet_b0_224_3/fold4/model_acc.pth
new file mode 100644
index 0000000000000000000000000000000000000000..649d6690e921e16db4bad5ffc6ae2e7e0539106b
--- /dev/null
+++ b/birads/three/saved/efficientnet_b0_224_3/fold4/model_acc.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:609f2ec263d7806d6a33fd9797a27ce4251ab7727bfb072cab12436386dd2345
+size 17649867
diff --git a/birads/three/saved/efficientnet_b0_224_3/fold4/model_auc.pth b/birads/three/saved/efficientnet_b0_224_3/fold4/model_auc.pth
new file mode 100644
index 0000000000000000000000000000000000000000..adfc8fc485f6d2c2eb5f331285ac1947322d2f9c
--- /dev/null
+++ b/birads/three/saved/efficientnet_b0_224_3/fold4/model_auc.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:30dc1376ba463c3d045ca97284017bd2219f8812fd01fb8a4c3c2e3e5ab866fd
+size 17649867
diff --git a/birads/three/saved/efficientnet_b0_224_3/fold4/model_f1.pth b/birads/three/saved/efficientnet_b0_224_3/fold4/model_f1.pth
new file mode 100644
index 0000000000000000000000000000000000000000..6f8a1903d8b6bc52843f727d1459a5869ad81025
--- /dev/null
+++ b/birads/three/saved/efficientnet_b0_224_3/fold4/model_f1.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9d1c790bcfcd9f009ba0498d6a0c54200e4b8b9a39ea240a2192509c9516f570
+size 17649499
diff --git a/birads/three/saved/efficientnet_b0_224_3/fold4/model_loss.pth b/birads/three/saved/efficientnet_b0_224_3/fold4/model_loss.pth
new file mode 100644
index 0000000000000000000000000000000000000000..8c771700dfb813dd53859e56a4fea1dd46ed0f5e
--- /dev/null
+++ b/birads/three/saved/efficientnet_b0_224_3/fold4/model_loss.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7121e2601f3d4ce33e20d3133cc5b15c0b41ed349bd7c49c9519ce999ee2794d
+size 17650235
diff --git a/birads/three/saved/efficientnet_b0_512_3/fold0/checkpoint.pth b/birads/three/saved/efficientnet_b0_512_3/fold0/checkpoint.pth
new file mode 100644
index 0000000000000000000000000000000000000000..0aeced19c6e5bf58ce9d6ffe3ef6c04cb82dc06f
--- /dev/null
+++ b/birads/three/saved/efficientnet_b0_512_3/fold0/checkpoint.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8dada3ff2ff68aca397d1bcfa8940045f7328cfb07f66728b661b0903a1ea017
+size 17650235
diff --git a/birads/three/saved/efficientnet_b0_512_3/fold0/log.json b/birads/three/saved/efficientnet_b0_512_3/fold0/log.json
new file mode 100644
index 0000000000000000000000000000000000000000..00355ba081768c8e2d40af8a3214e901881afde7
--- /dev/null
+++ b/birads/three/saved/efficientnet_b0_512_3/fold0/log.json
@@ -0,0 +1 @@
+{"train_loss": [0.989449014266332, 0.7942796895901362, 0.5725199406345686, 0.6100064044197401, 0.49048273762067157, 0.408676452934742, 0.3734620710213979, 0.34000223005811375, 0.32330502072970074, 0.215297627573212, 0.23508010307947794, 0.15981969609856606, 0.18217321174840131, 0.15617171116173267, 0.1334592425264418, 0.1378005826845765, 0.0893317039590329, 0.10309363040141761, 0.1662758473927776, 0.123460303992033, 0.07984910847153515, 0.06380206268901627, 0.08200185963263114, 0.08577063345971207, 0.020007218913330387, 0.06871220942897101, 0.018486564862541854, 0.024212415834578376, 0.015414570700765276, 0.025540888624770258, 0.025953888582686584, 0.007978667914964413, 0.009660115269070957, 0.007874715544555025, 0.017201175151664454, 0.013245889482883891, 0.005912982812636376, 0.0025775132647443875, 0.01076572154124733, 0.005138363891698343, 0.0037423107375313216, 0.00493627422353408, 0.003477121145503285, 0.0022438690587781216, 0.004715128500113981, 0.0020923576618467146, 0.004394161818102778, 0.002795405334533522, 0.0011881182435899973, 0.0016482823108769178, 0.0012881497920413192, 0.007143101955686386, 0.0012082322737114737, 0.0024353968789606975, 0.011249877055888646, 0.0017308446961881903, 0.0031214203360529305, 0.0034634539876302974, 0.0017729105171990038, 0.0010055243819806492, 0.00041619985374078777, 0.001411601954411405, 0.0024164064877065052, 0.000441911654585662, 0.0005504204494476047, 0.0005073267508729865, 0.001355731786134129, 0.0009486150399122076, 0.0012785702565452084, 0.003143092958149888, 0.0004490004148465232, 0.0004855915800969039, 0.00031587924786435906, 0.0020317574841707633, 0.00397646177164764, 0.0021832663757474315, 0.0009485867626608524, 0.0013833110927710852, 0.0007716515374340815, 0.0008356003430283939, 0.0007124538812301277, 0.0004084848260390572, 0.0005609370521900322, 0.00033859732502605766, 0.0003862193407258019, 0.0015477984053783682, 0.0002864100500422258, 0.00213524582189469, 0.00681166818079267, 0.005828839744329646, 0.0006408668341464363, 0.0014010329117202975, 0.0007957519749955585, 0.0023181511811950863, 0.0007097249672369799, 0.00037776975174589705, 0.00030419107224588515, 0.001552341461016719, 0.0012222573714097962, 0.0020416895392069514], "train_acc": [0.5935828877005348, 0.6711229946524064, 0.7780748663101604, 0.7647058823529411, 0.820855614973262, 0.8235294117647058, 0.8502673796791443, 0.8609625668449198, 0.8770053475935828, 0.93048128342246, 0.9171122994652406, 0.9278074866310161, 0.9278074866310161, 0.9518716577540107, 0.9518716577540107, 0.9545454545454546, 0.9732620320855615, 0.9652406417112299, 0.9491978609625669, 0.9679144385026738, 0.9866310160427807, 0.9786096256684492, 0.9679144385026738, 0.9679144385026738, 0.9973262032085561, 0.9786096256684492, 0.9973262032085561, 0.9946524064171123, 0.9946524064171123, 0.9893048128342246, 0.9919786096256684, 0.9973262032085561, 0.9973262032085561, 0.9973262032085561, 0.9946524064171123, 0.9946524064171123, 0.9973262032085561, 1.0, 0.9973262032085561, 0.9973262032085561, 0.9973262032085561, 0.9973262032085561, 1.0, 1.0, 0.9973262032085561, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9973262032085561, 1.0, 1.0, 0.9973262032085561, 1.0, 1.0, 0.9973262032085561, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9973262032085561, 1.0, 1.0, 1.0, 1.0, 0.9973262032085561, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9973262032085561, 0.9973262032085561, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0], "test_loss": [0.9151512980461121, 0.9548408190409342, 0.9790343443552653, 1.0352884729703267, 1.1822324395179749, 0.9975261688232422, 1.148228148619334, 2.706594983736674, 1.2423255443572998, 1.9704659183820088, 1.2695759733517964, 3.597955663998922, 2.2075902620951333, 2.4271305203437805, 1.5675548712412517, 2.7577135264873505, 1.3082026243209839, 1.2349367340405781, 1.3054654995600383, 1.613662878672282, 2.9081661303838096, 2.678097049395243, 1.4713472525278728, 2.618237535158793, 2.9032697677612305, 3.0105913480122886, 2.262179454167684, 2.08013649781545, 2.7392292817433677, 3.2853508790334067, 3.3807069261868796, 3.355568210283915, 3.37545907497406, 3.328243295351664, 3.288783152898153, 3.213031530380249, 3.1690396070480347, 3.1043933232625327, 2.978290021419525, 3.065521995226542, 3.0263718962669373, 3.048776904741923, 3.2024788856506348, 3.287101368109385, 3.1184682647387185, 3.3416171868642173, 3.2397000789642334, 3.188659389813741, 3.128444949785868, 3.1030800143877664, 3.0471360882123313, 3.220149199167887, 3.3003700574239097, 3.284644683202108, 3.118918518225352, 3.168432076772054, 3.0850900610287986, 3.102862775325775, 3.271950364112854, 3.156679312388102, 3.1425256729125977, 3.2426344553629556, 3.3211741050084433, 3.2013713717460632, 3.279104252656301, 3.175313115119934, 3.317160348097483, 3.2083495457967124, 3.1641157070795694, 3.3976054986317954, 3.179707407951355, 3.24216095606486, 3.148545801639557, 3.1221028168996177, 3.139066775639852, 3.3606098095575967, 3.2681672175725303, 2.9767316579818726, 3.2210127115249634, 3.0664222637812295, 3.2921411593755088, 3.2642482121785483, 3.089219590028127, 3.270473301410675, 3.339412569999695, 3.171312689781189, 3.115946650505066, 3.399482091267904, 3.2753674586613974, 3.5888514518737793, 3.188715934753418, 3.0676218271255493, 3.227520744005839, 3.3295615911483765, 3.2599223454793296, 3.3293112913767495, 3.3603137731552124, 3.342344105243683, 3.224535663922628, 3.281800329685211], "test_acc": [0.6170212765957447, 0.5531914893617021, 0.6170212765957447, 0.48936170212765956, 0.723404255319149, 0.574468085106383, 0.648936170212766, 0.39361702127659576, 0.6808510638297872, 0.7021276595744681, 0.7553191489361702, 0.6382978723404256, 0.6914893617021277, 0.6595744680851063, 0.648936170212766, 0.6276595744680851, 0.6702127659574468, 0.5638297872340425, 0.7553191489361702, 0.7127659574468085, 0.7127659574468085, 0.6595744680851063, 0.7127659574468085, 0.6808510638297872, 0.6914893617021277, 0.7021276595744681, 0.7021276595744681, 0.6914893617021277, 0.7446808510638298, 0.7127659574468085, 0.723404255319149, 0.723404255319149, 0.723404255319149, 0.723404255319149, 0.7127659574468085, 0.7127659574468085, 0.7127659574468085, 0.723404255319149, 0.723404255319149, 0.723404255319149, 0.723404255319149, 0.7127659574468085, 0.7127659574468085, 0.7127659574468085, 0.723404255319149, 0.7021276595744681, 0.7127659574468085, 0.7127659574468085, 0.7127659574468085, 0.723404255319149, 0.7127659574468085, 0.7127659574468085, 0.7127659574468085, 0.723404255319149, 0.723404255319149, 0.7127659574468085, 0.7127659574468085, 0.7127659574468085, 0.7127659574468085, 0.7127659574468085, 0.7127659574468085, 0.7127659574468085, 0.7127659574468085, 0.7127659574468085, 0.7127659574468085, 0.7127659574468085, 0.7127659574468085, 0.7127659574468085, 0.723404255319149, 0.7127659574468085, 0.7127659574468085, 0.7127659574468085, 0.7127659574468085, 0.7127659574468085, 0.7127659574468085, 0.7127659574468085, 0.7127659574468085, 0.7127659574468085, 0.7127659574468085, 0.7127659574468085, 0.7127659574468085, 0.7127659574468085, 0.7127659574468085, 0.7127659574468085, 0.7127659574468085, 0.7127659574468085, 0.7127659574468085, 0.7127659574468085, 0.7127659574468085, 0.723404255319149, 0.7127659574468085, 0.7127659574468085, 0.7127659574468085, 0.7127659574468085, 0.7127659574468085, 0.7127659574468085, 0.7127659574468085, 0.7127659574468085, 0.7127659574468085, 0.7127659574468085], "test_auc": [0.5782151357582392, 0.623525173740691, 0.7521901071470037, 0.6539817302748338, 0.7081398965019655, 0.7109356081338841, 0.7067841800600422, 0.6592818579887546, 0.669574335307094, 0.6676481564412599, 0.6891926241064171, 0.6563517979466256, 0.6741058988903816, 0.6976009064371134, 0.7280887694680799, 0.7079017805310909, 0.6832368222454429, 0.6751144449420311, 0.7704153605015674, 0.7025773954653264, 0.7153145784611302, 0.6832931117413876, 0.7379421265197128, 0.738375959927684, 0.7246784345922276, 0.7665361538206366, 0.7012306977824219, 0.7024976779287124, 0.712357462141945, 0.6864034432999951, 0.703131064337961, 0.7085440820354614, 0.7079337090112953, 0.7152421173972897, 0.7195517365775986, 0.7279765014678808, 0.7285924723424723, 0.7219512447960724, 0.7198250982733742, 0.7191280622315105, 0.7095838309200376, 0.7038580592459902, 0.7047009503906055, 0.7046501550811896, 0.7043379194241263, 0.7096726708795673, 0.7090631271665754, 0.7091212826126618, 0.7107387503939228, 0.7102887454180559, 0.7151872791958999, 0.7137153555257004, 0.7147825753429201, 0.7185487883763746, 0.7159421596921597, 0.7174594881491433, 0.7221406387354663, 0.7185552155379741, 0.7227076802507838, 0.7189766092783335, 0.7188459927684065, 0.7176704441790648, 0.7193553971571213, 0.7182217287820736, 0.7178087318173526, 0.7207696837007181, 0.7203854016354017, 0.7211106342571859, 0.7226053639846745, 0.7181721774394187, 0.7187231510507371, 0.7180772213099799, 0.720435574961437, 0.7180333714816474, 0.7242098737788393, 0.721423388233733, 0.7245363113897597, 0.7198972483455242, 0.7192096457182663, 0.7182936715264301, 0.7199714716956097, 0.7199857773133634, 0.7153905640974608, 0.7194851843558739, 0.7204867849264401, 0.7212262195020815, 0.712371664095802, 0.7195505962747343, 0.7183888349836626, 0.7250816871506527, 0.7209509918561642, 0.716761830123899, 0.7215609502247432, 0.7209661267850923, 0.7196738526479907, 0.7202329120432568, 0.7204364042726112, 0.7212920460765289, 0.7208417301089715, 0.7178811928811929], "test_f1": [0.2543859649122807, 0.44225408203902833, 0.47440283556788404, 0.35982330954808023, 0.4841269841269842, 0.49487822119401065, 0.4698412698412698, 0.2814814814814815, 0.4992427865455125, 0.5081963184152966, 0.5682666509226642, 0.36002218189151036, 0.4782992879047767, 0.3825568797399783, 0.48803183348637896, 0.34898550724637684, 0.4992852501624432, 0.42091503267973857, 0.5654673245205735, 0.5250544662309368, 0.5058201058201058, 0.4542729372450734, 0.5596296296296296, 0.44179894179894186, 0.460955966409668, 0.46594379687358817, 0.5274105807153543, 0.49604403164774685, 0.5596050014208581, 0.4964262508122157, 0.5292717086834734, 0.5321341675356274, 0.5292717086834734, 0.5202407708801571, 0.5126663804207814, 0.5126663804207814, 0.5126663804207814, 0.5292717086834734, 0.5292717086834734, 0.5292717086834734, 0.5292717086834734, 0.49046750086896074, 0.49046750086896074, 0.49046750086896074, 0.5292717086834734, 0.49286047826193813, 0.5103485838779956, 0.5103485838779956, 0.5103485838779956, 0.5292717086834734, 0.5103485838779956, 0.5103485838779956, 0.5126663804207814, 0.5292717086834734, 0.5292717086834734, 0.5103485838779956, 0.5103485838779956, 0.5103485838779956, 0.5103485838779956, 0.5103485838779956, 0.5103485838779956, 0.5103485838779956, 0.5103485838779956, 0.5103485838779956, 0.5103485838779956, 0.5103485838779956, 0.5103485838779956, 0.5103485838779956, 0.5292717086834734, 0.5103485838779956, 0.5103485838779956, 0.5103485838779956, 0.5103485838779956, 0.5085196651760119, 0.5103485838779956, 0.5103485838779956, 0.5103485838779956, 0.5103485838779956, 0.5103485838779956, 0.5103485838779956, 0.5103485838779956, 0.5103485838779956, 0.5085196651760119, 0.5103485838779956, 0.5103485838779956, 0.5103485838779956, 0.5085196651760119, 0.5103485838779956, 0.5103485838779956, 0.5179286785126201, 0.5103485838779956, 0.5085196651760119, 0.5103485838779956, 0.5103485838779956, 0.5103485838779956, 0.5103485838779956, 0.5103485838779956, 0.5103485838779956, 0.5103485838779956, 0.5103485838779956]}
\ No newline at end of file
diff --git a/birads/three/saved/efficientnet_b0_512_3/fold0/model_acc.pth b/birads/three/saved/efficientnet_b0_512_3/fold0/model_acc.pth
new file mode 100644
index 0000000000000000000000000000000000000000..3ed9bd3cb24a72cb5ceefcb38818d4f952909aba
--- /dev/null
+++ b/birads/three/saved/efficientnet_b0_512_3/fold0/model_acc.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:51d5d2cf669d0c483e1fd3395964e8f08a0819e17d8b59bc48a74edb648807bd
+size 17649867
diff --git a/birads/three/saved/efficientnet_b0_512_3/fold0/model_auc.pth b/birads/three/saved/efficientnet_b0_512_3/fold0/model_auc.pth
new file mode 100644
index 0000000000000000000000000000000000000000..8cd7b5880c5518bb71a379dd60f997d924d270ca
--- /dev/null
+++ b/birads/three/saved/efficientnet_b0_512_3/fold0/model_auc.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:47b0b8f02d34ac97e80da72f82b77ebc685f6013a8a9352f627a285670815041
+size 17649867
diff --git a/birads/three/saved/efficientnet_b0_512_3/fold0/model_f1.pth b/birads/three/saved/efficientnet_b0_512_3/fold0/model_f1.pth
new file mode 100644
index 0000000000000000000000000000000000000000..81e43daf8e97431ad16291e7e7365177dea62ba6
--- /dev/null
+++ b/birads/three/saved/efficientnet_b0_512_3/fold0/model_f1.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5cfec34c68c17d01c7e4fcbecb59d4aa144d0001e8f63a8cbf84097395d85dd9
+size 17649499
diff --git a/birads/three/saved/efficientnet_b0_512_3/fold0/model_loss.pth b/birads/three/saved/efficientnet_b0_512_3/fold0/model_loss.pth
new file mode 100644
index 0000000000000000000000000000000000000000..23b6e960869f08a2e9d39d9094b4c91845496780
--- /dev/null
+++ b/birads/three/saved/efficientnet_b0_512_3/fold0/model_loss.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a29a29a87bba636d0b3a8cfeb61d036ff82df649247c5ec29830eed36f2be2b1
+size 17650235
diff --git a/birads/three/saved/efficientnet_b0_512_3/fold1/checkpoint.pth b/birads/three/saved/efficientnet_b0_512_3/fold1/checkpoint.pth
new file mode 100644
index 0000000000000000000000000000000000000000..29f64f161c303a2df840427745ebe6c3dbb6e177
--- /dev/null
+++ b/birads/three/saved/efficientnet_b0_512_3/fold1/checkpoint.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c9cfc93452fcbd76d3402a4e5f1701bef757081d407124d3239e327c3bd43429
+size 17650235
diff --git a/birads/three/saved/efficientnet_b0_512_3/fold1/log.json b/birads/three/saved/efficientnet_b0_512_3/fold1/log.json
new file mode 100644
index 0000000000000000000000000000000000000000..3f079ce90c79da81a35934fb7ddb86682ddf63ee
--- /dev/null
+++ b/birads/three/saved/efficientnet_b0_512_3/fold1/log.json
@@ -0,0 +1 @@
+{"train_loss": [0.9448642035325369, 0.7685387631257375, 0.6156746993462244, 0.5839588741461436, 0.5267062063018481, 0.39266932010650635, 0.3900918662548065, 0.40717462946971256, 0.3147244161615769, 0.21853605223198733, 0.1785272384683291, 0.25246187144269544, 0.18242544556657472, 0.17885709212472042, 0.14790044352412224, 0.13409256314237913, 0.09843703281755249, 0.12043662120898564, 0.15657997752229372, 0.09974855917971581, 0.072978303146859, 0.050445853848941624, 0.03738782027115425, 0.08044992806389928, 0.0585516516584903, 0.09093757819694777, 0.07324695230151217, 0.14645843642453352, 0.0940860624735554, 0.10529408138245344, 0.05223141354508698, 0.046005884709302336, 0.051370995274434485, 0.030457549253090594, 0.019471781270112842, 0.02493661968037486, 0.012177581627232334, 0.009657496072274322, 0.008561421418562531, 0.011507624061778188, 0.005998130703422551, 0.008975647312278548, 0.01140560491088157, 0.006251927382739571, 0.009303068848870074, 0.007245750059761728, 0.006327021629355538, 0.0072413140975792585, 0.018561489802474778, 0.010992503026500344, 0.01023823099482494, 0.006725361318482707, 0.010954231964812303, 0.006519385259404468, 0.00959989863137404, 0.012131995700959427, 0.011831779399168832, 0.007131271578449135, 0.007977962888010856, 0.017911238707408, 0.003776986942587731, 0.008980981054871032, 0.01018298494454939, 0.005250449258407268, 0.0077155612598289736, 0.008134573702894462, 0.013938628602772951, 0.007656091909060099, 0.005000893598965679, 0.00619605651445454, 0.006550736434292048, 0.005158033042486447, 0.009284789766146181, 0.003563411815169578, 0.005614091878669569, 0.005410124819415311, 0.0060029070227756165, 0.010445530373544898, 0.00584661011089338, 0.006641607219838382, 0.00542148692572179, 0.0057891470059985295, 0.005322856270746949, 0.006286054427619092, 0.005676758252472307, 0.00608910702430876, 0.007507194939535111, 0.010834198459633626, 0.007105616086240237, 0.011830928100001378, 0.006556015558696042, 0.0047170501832927885, 0.005080030302148468, 0.012903807136657027, 0.016124371162732132, 0.00643456863569251, 0.006446037363881866, 0.008102686610072851, 0.009727732496685348, 0.004146053511552357], "train_acc": [0.5962566844919787, 0.7112299465240641, 0.7165775401069518, 0.7647058823529411, 0.7834224598930482, 0.8422459893048129, 0.8502673796791443, 0.8315508021390374, 0.8716577540106952, 0.9251336898395722, 0.9438502673796791, 0.9090909090909091, 0.9358288770053476, 0.946524064171123, 0.9491978609625669, 0.9518716577540107, 0.9652406417112299, 0.9679144385026738, 0.9491978609625669, 0.9545454545454546, 0.983957219251337, 0.983957219251337, 0.9866310160427807, 0.983957219251337, 0.9786096256684492, 0.9759358288770054, 0.9759358288770054, 0.9518716577540107, 0.9518716577540107, 0.9545454545454546, 0.983957219251337, 0.983957219251337, 0.9812834224598931, 0.9866310160427807, 0.9919786096256684, 0.9946524064171123, 0.9946524064171123, 0.9973262032085561, 1.0, 0.9946524064171123, 1.0, 0.9946524064171123, 0.9973262032085561, 0.9973262032085561, 0.9973262032085561, 0.9973262032085561, 1.0, 0.9973262032085561, 0.9946524064171123, 0.9946524064171123, 0.9946524064171123, 0.9973262032085561, 0.9946524064171123, 0.9973262032085561, 0.9946524064171123, 0.9946524064171123, 0.9946524064171123, 0.9973262032085561, 0.9973262032085561, 0.9973262032085561, 1.0, 0.9919786096256684, 0.9973262032085561, 0.9973262032085561, 0.9973262032085561, 0.9946524064171123, 0.9946524064171123, 0.9946524064171123, 0.9973262032085561, 0.9973262032085561, 0.9973262032085561, 0.9973262032085561, 0.9919786096256684, 1.0, 0.9973262032085561, 1.0, 0.9973262032085561, 0.9919786096256684, 1.0, 0.9946524064171123, 1.0, 0.9973262032085561, 1.0, 0.9973262032085561, 0.9973262032085561, 0.9973262032085561, 0.9973262032085561, 0.9946524064171123, 0.9973262032085561, 0.9946524064171123, 0.9973262032085561, 1.0, 0.9973262032085561, 0.9919786096256684, 0.9919786096256684, 0.9946524064171123, 0.9973262032085561, 0.9973262032085561, 0.9946524064171123, 1.0], "test_loss": [1.379875640074412, 1.525143305460612, 0.8465582927068075, 0.7681785027186075, 0.8176250358422598, 1.3849102060000102, 0.8265122969945272, 0.7525355021158854, 0.7351494133472443, 0.9748976031939188, 1.089701174447934, 1.2995243668556213, 0.931907186905543, 1.115301142136256, 1.2076543966929119, 1.7282564242680867, 0.8700341309110323, 1.1358260015646617, 1.0568555692831676, 1.2027401328086853, 1.3063791592915852, 1.3692043274641037, 1.8329874922831852, 1.4108613928159077, 1.3643350054820378, 1.1758968234062195, 1.7030699004729588, 1.8202741984277964, 0.7653888066609701, 1.0336299737294514, 1.0961294658482075, 1.0860958540191252, 1.057873166166246, 0.9876661722858747, 0.9761960646137595, 0.9510538217922052, 0.8767531166474024, 0.9320918899029493, 0.9995975421431164, 1.0286703418629866, 0.9596067632858952, 0.9967899193676809, 1.0503389214475949, 1.121107221270601, 1.1096520342398435, 1.082534738117829, 1.0840763345671196, 1.0609722554994125, 1.0148745640181005, 0.972344847706457, 0.981705341177682, 1.0291199431133766, 1.0456079648186762, 1.109509821049869, 0.988090471830219, 1.1549594030560304, 1.0662210707863171, 1.0609113580236833, 1.0863535872971017, 1.0264470744878054, 1.0240228972397745, 1.0817247655553122, 1.157204920426011, 1.061278648674488, 1.1067183621538181, 1.020379896896581, 1.1975720913615078, 1.0635952736871939, 1.0961676508498688, 1.1788289522907387, 1.111372046948721, 1.0896423066345353, 1.0710750659927726, 1.050833347098281, 1.024307612484942, 1.1080619253528614, 1.0781725676109393, 0.9782414731259147, 1.1159331815627713, 1.1053345852221053, 1.1418124216919143, 1.0993194235488772, 0.9817713458711902, 1.084809891724338, 1.0769221098162234, 1.1271738256327808, 1.0783886895515025, 1.161851769934098, 1.0970216165296733, 1.3180719603939604, 1.0985455309661727, 1.015873985675474, 1.2030239443605144, 1.1654479280114174, 1.089746917442729, 1.1393805826082826, 1.1557652211437623, 1.0904133239140112, 1.1774506548730035, 1.1045242762193084], "test_acc": [0.22340425531914893, 0.3191489361702128, 0.648936170212766, 0.648936170212766, 0.7659574468085106, 0.5, 0.6382978723404256, 0.776595744680851, 0.7446808510638298, 0.5319148936170213, 0.7127659574468085, 0.6382978723404256, 0.7127659574468085, 0.7659574468085106, 0.648936170212766, 0.4787234042553192, 0.7340425531914894, 0.7021276595744681, 0.7553191489361702, 0.6170212765957447, 0.7340425531914894, 0.6702127659574468, 0.723404255319149, 0.7127659574468085, 0.7021276595744681, 0.6914893617021277, 0.723404255319149, 0.7127659574468085, 0.7021276595744681, 0.6914893617021277, 0.7553191489361702, 0.7553191489361702, 0.7659574468085106, 0.7553191489361702, 0.7446808510638298, 0.7553191489361702, 0.7872340425531915, 0.7553191489361702, 0.7553191489361702, 0.7553191489361702, 0.7446808510638298, 0.7553191489361702, 0.7446808510638298, 0.7553191489361702, 0.7446808510638298, 0.7446808510638298, 0.7446808510638298, 0.7446808510638298, 0.7446808510638298, 0.7553191489361702, 0.7446808510638298, 0.7659574468085106, 0.7446808510638298, 0.7446808510638298, 0.7553191489361702, 0.7340425531914894, 0.7446808510638298, 0.7446808510638298, 0.7446808510638298, 0.7553191489361702, 0.7553191489361702, 0.7446808510638298, 0.7446808510638298, 0.7446808510638298, 0.7446808510638298, 0.7659574468085106, 0.7340425531914894, 0.7553191489361702, 0.7553191489361702, 0.7340425531914894, 0.7446808510638298, 0.7446808510638298, 0.7446808510638298, 0.7553191489361702, 0.7659574468085106, 0.7446808510638298, 0.7446808510638298, 0.776595744680851, 0.7446808510638298, 0.7446808510638298, 0.7446808510638298, 0.7553191489361702, 0.7659574468085106, 0.7553191489361702, 0.7446808510638298, 0.7446808510638298, 0.7659574468085106, 0.7446808510638298, 0.7553191489361702, 0.7446808510638298, 0.7446808510638298, 0.7659574468085106, 0.7446808510638298, 0.7446808510638298, 0.7446808510638298, 0.7446808510638298, 0.7446808510638298, 0.7553191489361702, 0.7553191489361702, 0.7446808510638298], "test_auc": [0.5379612006767179, 0.6864739347497967, 0.8014698503922641, 0.7933523452920005, 0.8302733824285548, 0.7454239646049992, 0.7957581770081769, 0.8187514512945547, 0.8180373107097245, 0.7641860932809209, 0.8512064404305782, 0.7152173417259625, 0.821900138494966, 0.7812327917931365, 0.7699776915294158, 0.6993299165712958, 0.8279671717171717, 0.7979368811265363, 0.804827731336352, 0.7646046880960674, 0.8270310867293625, 0.7957037534623742, 0.7606697102386758, 0.8041887470766782, 0.833353547793203, 0.7738830215123319, 0.7833891045097943, 0.8401998225274089, 0.8440068791361895, 0.8322005979333564, 0.8709785664527043, 0.8758484889950408, 0.8835422160853196, 0.8851463112238974, 0.8847828656018312, 0.8879614080045114, 0.8826126619230067, 0.885544380587484, 0.8862556185832048, 0.8829895838516529, 0.8820893665721251, 0.8854066112686804, 0.8880995919789023, 0.8917504270952548, 0.8894133245426349, 0.8866479864324691, 0.8830114569338706, 0.8854575102419929, 0.8855876084324361, 0.885884398168881, 0.8834096299613541, 0.8822338740442189, 0.8847524920800783, 0.8844114378597138, 0.8855507040851869, 0.8858198155611948, 0.8864224137931034, 0.8863859241014413, 0.8823942420925178, 0.881696895058964, 0.8820014595876664, 0.8822635219186944, 0.8825174984657743, 0.8832360965981656, 0.8848908833822627, 0.8810071154898741, 0.8846008317991076, 0.8814284055663366, 0.879113487087625, 0.8841942619959862, 0.8871844470982402, 0.8848401917367434, 0.8864293592741869, 0.8869447761689141, 0.8849702899271864, 0.8826258272378963, 0.8802093181403526, 0.8820375346237416, 0.8832797390987047, 0.882226721235342, 0.8839691040122074, 0.8860741030999651, 0.8815438871473354, 0.8839105339105339, 0.8847599558806456, 0.8851230905110216, 0.8862407946459671, 0.8833885861903102, 0.8844120598430942, 0.8860027823389892, 0.882394242092518, 0.8847816216350699, 0.885384841850359, 0.8831856122804399, 0.8832288401253918, 0.8827208870312319, 0.8835409721185584, 0.8842810286775804, 0.8861184712477815, 0.8813849703935911], "test_f1": [0.1706391320090395, 0.34498926083084497, 0.5169871794871795, 0.5234738691260431, 0.5949855983241686, 0.4295485636114911, 0.551048951048951, 0.661117563556588, 0.5860552426924108, 0.45758102020290226, 0.5163043478260869, 0.545162553858206, 0.5613880742913001, 0.6078201368523949, 0.5198403129437613, 0.4454738262797648, 0.5800052020524461, 0.586874261527647, 0.6051423324150597, 0.5439411536972513, 0.5663461538461538, 0.5134989828538216, 0.5725389114702092, 0.5490698071343233, 0.5109172775816816, 0.5993400297349241, 0.56232635554702, 0.5284580416474901, 0.5702620070436163, 0.554090354090354, 0.5899376804985561, 0.5931875314228255, 0.6100590623846438, 0.5899376804985561, 0.5721833721833722, 0.5931875314228255, 0.6387496519075466, 0.5899376804985561, 0.5931875314228255, 0.5931875314228255, 0.5679701684855821, 0.5878060870427283, 0.5679701684855821, 0.5913419913419914, 0.575468424705066, 0.575468424705066, 0.5679701684855821, 0.5679701684855821, 0.5679701684855821, 0.5878060870427283, 0.5679701684855821, 0.6073347065713478, 0.5679701684855821, 0.5679701684855821, 0.5931875314228255, 0.5502854633289416, 0.5710041592394534, 0.5710041592394534, 0.5776515151515151, 0.5913419913419914, 0.5913419913419914, 0.5710041592394534, 0.5776515151515151, 0.5710041592394534, 0.5745736891247727, 0.6073347065713478, 0.5502854633289416, 0.5913419913419914, 0.5969556757319588, 0.5533530796688692, 0.5776515151515151, 0.5710041592394534, 0.5745736891247727, 0.5878060870427283, 0.6137920050963529, 0.5745736891247727, 0.5710041592394534, 0.6266969259335672, 0.5710041592394534, 0.5745736891247727, 0.5745736891247727, 0.5969556757319588, 0.6137920050963529, 0.5913419913419914, 0.5745736891247727, 0.5745736891247727, 0.623448222684864, 0.5814876866078239, 0.5969556757319588, 0.5776515151515151, 0.5710041592394534, 0.6137920050963529, 0.5710041592394534, 0.5776515151515151, 0.5710041592394534, 0.5710041592394534, 0.5776515151515151, 0.6038581301739196, 0.600998727735369, 0.5710041592394534]}
\ No newline at end of file
diff --git a/birads/three/saved/efficientnet_b0_512_3/fold1/model_acc.pth b/birads/three/saved/efficientnet_b0_512_3/fold1/model_acc.pth
new file mode 100644
index 0000000000000000000000000000000000000000..0b606c494d9894a051bba0e18d789bdd8ccb88c0
--- /dev/null
+++ b/birads/three/saved/efficientnet_b0_512_3/fold1/model_acc.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e433ce771ee22ff6c48a789ad287f6004818217e2237d600c94619331ad43cca
+size 17649867
diff --git a/birads/three/saved/efficientnet_b0_512_3/fold1/model_auc.pth b/birads/three/saved/efficientnet_b0_512_3/fold1/model_auc.pth
new file mode 100644
index 0000000000000000000000000000000000000000..ff0e7b1a75e0218e3d0dcd76d25556ab0d214474
--- /dev/null
+++ b/birads/three/saved/efficientnet_b0_512_3/fold1/model_auc.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c67aac2393420c815b43985ba25a4b2721a8fe03e3781ca2bb50d6d9e995f150
+size 17649867
diff --git a/birads/three/saved/efficientnet_b0_512_3/fold1/model_f1.pth b/birads/three/saved/efficientnet_b0_512_3/fold1/model_f1.pth
new file mode 100644
index 0000000000000000000000000000000000000000..dff1079f889b16fb2235e33558b604080185b231
--- /dev/null
+++ b/birads/three/saved/efficientnet_b0_512_3/fold1/model_f1.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:52cf852e68d27cba2e53c6498989ba0f76c8c8f4db181cac5e087fe4d8b23942
+size 17649499
diff --git a/birads/three/saved/efficientnet_b0_512_3/fold1/model_loss.pth b/birads/three/saved/efficientnet_b0_512_3/fold1/model_loss.pth
new file mode 100644
index 0000000000000000000000000000000000000000..0f4a5b85e93016e9c0e12626e2dd8d43d7d7d79c
--- /dev/null
+++ b/birads/three/saved/efficientnet_b0_512_3/fold1/model_loss.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c3e10b5ecbf662140269c14a45e47b765d272bee3ccaeaa6268f47f77718ac97
+size 17650235
diff --git a/birads/three/saved/efficientnet_b0_512_3/fold2/checkpoint.pth b/birads/three/saved/efficientnet_b0_512_3/fold2/checkpoint.pth
new file mode 100644
index 0000000000000000000000000000000000000000..707ac987065cf13539a24818632bd2033c350e47
--- /dev/null
+++ b/birads/three/saved/efficientnet_b0_512_3/fold2/checkpoint.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5620e524f629f860723a8d77d6c38704eec44c92692fd05e0ea4fdf0e4e1ae10
+size 17650235
diff --git a/birads/three/saved/efficientnet_b0_512_3/fold2/log.json b/birads/three/saved/efficientnet_b0_512_3/fold2/log.json
new file mode 100644
index 0000000000000000000000000000000000000000..976b3c5b0d509d5144e48f4a0a9972032af251c6
--- /dev/null
+++ b/birads/three/saved/efficientnet_b0_512_3/fold2/log.json
@@ -0,0 +1 @@
+{"train_loss": [0.9504246364037195, 0.7967043419679006, 0.6946817661325136, 0.5676312868793806, 0.5457061678171158, 0.4217939426501592, 0.38925321648518246, 0.32789282500743866, 0.29338153824210167, 0.21065411965052286, 0.26405465075125295, 0.17240583120534816, 0.22326014439264932, 0.13880727253854275, 0.1498471163213253, 0.18649612242976824, 0.14179235945145288, 0.12717770893747607, 0.07697263429872692, 0.08548422406117122, 0.040983261385311685, 0.0397263546862329, 0.053034109878353775, 0.062352984542182334, 0.06049386581677633, 0.0906542770874997, 0.08002261134485404, 0.06570340258379777, 0.0581801807663093, 0.021370310792311404, 0.03714224971675625, 0.029517104897725705, 0.03606691821187269, 0.008512319735018536, 0.022611483160289936, 0.015594335146791613, 0.010286828842557346, 0.01946175536431838, 0.008472387038636953, 0.01605005079181865, 0.013161565928991573, 0.006114180922547045, 0.009755814731761348, 0.009878256377608826, 0.011885638343907582, 0.009715163083455991, 0.011648077964006612, 0.007232564532993517, 0.0036327845858371197, 0.010442403436172754, 0.0058150843033217825, 0.005887172730581369, 0.007827376030036248, 0.007513670715222058, 0.005516176211434261, 0.006089909824368078, 0.005240896017615644, 0.011155619876565956, 0.009450209222753378, 0.004678858937647116, 0.00813612159981858, 0.007738818323559826, 0.006445547580369748, 0.004581003512915534, 0.006146824023744557, 0.00671132022155992, 0.008111003212131132, 0.0139024056722216, 0.004768435549825274, 0.007648892758879811, 0.006512826956168283, 0.0036414310307009146, 0.008435418165997058, 0.002495554360696891, 0.0028143874709106362, 0.00713967789245847, 0.005751916759133262, 0.006669684025837341, 0.0023015786197599177, 0.005345078182775372, 0.0054052060562147135, 0.005958468866386586, 0.0030518434226299482, 0.00877450979775555, 0.009415880139082825, 0.00989069030523145, 0.003771082998961598, 0.008335440200122926, 0.007059423319636456, 0.01009240621230371, 0.0051735733104578685, 0.003925689924168789, 0.004182467639717895, 0.008315030284090122, 0.0051066340068549225, 0.002947335289112137, 0.008106250321967915, 0.004319021606837244, 0.005583681759768903, 0.0038989813838270493], "train_acc": [0.5802139037433155, 0.6684491978609626, 0.7245989304812834, 0.7727272727272727, 0.7914438502673797, 0.8155080213903744, 0.8636363636363636, 0.8663101604278075, 0.893048128342246, 0.9171122994652406, 0.8983957219251337, 0.9411764705882353, 0.9251336898395722, 0.9438502673796791, 0.9491978609625669, 0.9251336898395722, 0.9625668449197861, 0.9705882352941176, 0.9759358288770054, 0.9786096256684492, 0.9893048128342246, 0.9866310160427807, 0.9759358288770054, 0.9759358288770054, 0.9732620320855615, 0.9759358288770054, 0.9652406417112299, 0.9759358288770054, 0.9786096256684492, 0.9866310160427807, 0.983957219251337, 0.983957219251337, 0.9893048128342246, 0.9973262032085561, 0.9919786096256684, 0.9973262032085561, 0.9919786096256684, 0.9866310160427807, 0.9973262032085561, 0.9946524064171123, 0.9946524064171123, 1.0, 0.9973262032085561, 0.9973262032085561, 0.9919786096256684, 0.9946524064171123, 0.9946524064171123, 0.9973262032085561, 1.0, 0.9946524064171123, 0.9973262032085561, 0.9973262032085561, 0.9946524064171123, 0.9973262032085561, 0.9973262032085561, 0.9973262032085561, 1.0, 0.9946524064171123, 0.9919786096256684, 0.9973262032085561, 0.9973262032085561, 0.9973262032085561, 0.9973262032085561, 1.0, 0.9973262032085561, 0.9946524064171123, 0.9973262032085561, 0.9919786096256684, 0.9973262032085561, 0.9946524064171123, 0.9946524064171123, 0.9973262032085561, 0.9946524064171123, 1.0, 1.0, 1.0, 0.9973262032085561, 0.9973262032085561, 1.0, 0.9973262032085561, 0.9973262032085561, 0.9973262032085561, 1.0, 0.9946524064171123, 0.9946524064171123, 0.9946524064171123, 0.9973262032085561, 0.9946524064171123, 0.9946524064171123, 0.9946524064171123, 1.0, 0.9973262032085561, 0.9973262032085561, 0.9946524064171123, 0.9973262032085561, 1.0, 0.9973262032085561, 0.9973262032085561, 0.9946524064171123, 1.0], "test_loss": [0.8557043572266897, 0.796522706747055, 1.0636374553044636, 1.1613234927256901, 0.8531899452209473, 1.2876091202100117, 0.7441341976324717, 1.1815429168442886, 0.911979615688324, 1.320626030365626, 1.2296664516131084, 1.1644453008969624, 1.3584784815708797, 1.473146100838979, 1.4106090068817139, 1.6825136772046487, 1.1499740953246753, 1.2692366242408752, 1.5048598448435466, 1.785488322377205, 1.4294117763638496, 2.1221163471539817, 2.841179955440263, 1.8549392620722454, 1.7703548272450764, 1.3488132655620575, 2.042030061284701, 1.7661209007104237, 1.4781535863876343, 1.7935339311758678, 2.0083819776773453, 1.9364725326498349, 1.85382046798865, 1.8687527825435002, 1.8308919047315915, 1.834566128750642, 1.737545130153497, 1.8388914639751117, 1.959888830780983, 1.8695835794011753, 1.9066795781254768, 1.8673236047228177, 1.929294268290202, 1.988952272882064, 1.971061443289121, 1.9053075859944026, 1.9635674841701984, 1.8406133751074474, 1.841571641465028, 1.8729978824655216, 1.9037133678793907, 1.9596580080688, 1.9668666186432044, 1.9120256751775742, 1.8582010107735794, 1.9892779079576333, 1.8892868695159752, 1.9743665531277657, 2.0220833333830037, 1.8622118333975475, 1.8819960802793503, 1.9233942702412605, 2.009219229221344, 1.9024357497692108, 1.937099648018678, 1.89645783106486, 2.01200532540679, 1.9757611826062202, 1.9492157151301701, 2.0117396066586175, 1.9579107215007145, 1.9156989057858784, 1.9735339420537155, 1.8931548247734706, 1.8544206743439038, 1.9975836413602035, 1.890534443159898, 1.898750786979993, 1.9344947164257367, 1.9134541153907776, 1.9709472879767418, 1.9763327886660893, 1.9143731320897739, 1.9528441180785496, 1.9178380096952121, 1.9220518593986828, 1.9678624123334885, 1.9668642630179722, 1.9511518354217212, 2.1129470008114972, 1.9456728125611942, 1.8605048035581906, 2.004250987122456, 1.9395265728235245, 1.961646031588316, 1.9943550651272137, 2.0039101354777813, 1.9487655125558376, 2.0444582626223564, 1.9361898029843967], "test_acc": [0.6276595744680851, 0.6808510638297872, 0.4148936170212766, 0.7446808510638298, 0.5319148936170213, 0.5851063829787234, 0.7127659574468085, 0.7021276595744681, 0.5957446808510638, 0.7446808510638298, 0.5638297872340425, 0.6808510638297872, 0.7021276595744681, 0.7340425531914894, 0.723404255319149, 0.7021276595744681, 0.7446808510638298, 0.7021276595744681, 0.7340425531914894, 0.6914893617021277, 0.776595744680851, 0.6914893617021277, 0.723404255319149, 0.574468085106383, 0.5425531914893617, 0.6702127659574468, 0.7021276595744681, 0.7127659574468085, 0.723404255319149, 0.723404255319149, 0.723404255319149, 0.7340425531914894, 0.7127659574468085, 0.7127659574468085, 0.723404255319149, 0.7340425531914894, 0.7446808510638298, 0.7340425531914894, 0.7340425531914894, 0.7340425531914894, 0.7446808510638298, 0.7446808510638298, 0.7340425531914894, 0.7340425531914894, 0.7446808510638298, 0.7446808510638298, 0.7446808510638298, 0.7446808510638298, 0.7446808510638298, 0.7446808510638298, 0.7446808510638298, 0.7446808510638298, 0.7446808510638298, 0.7446808510638298, 0.7446808510638298, 0.7340425531914894, 0.7446808510638298, 0.7446808510638298, 0.7446808510638298, 0.7340425531914894, 0.7340425531914894, 0.7340425531914894, 0.7446808510638298, 0.7340425531914894, 0.7340425531914894, 0.7340425531914894, 0.7446808510638298, 0.7446808510638298, 0.7446808510638298, 0.7553191489361702, 0.7446808510638298, 0.7446808510638298, 0.7446808510638298, 0.7340425531914894, 0.7340425531914894, 0.7553191489361702, 0.7340425531914894, 0.7340425531914894, 0.7340425531914894, 0.7340425531914894, 0.7446808510638298, 0.7446808510638298, 0.7446808510638298, 0.7446808510638298, 0.7340425531914894, 0.7446808510638298, 0.7446808510638298, 0.7340425531914894, 0.7340425531914894, 0.7446808510638298, 0.7340425531914894, 0.7340425531914894, 0.7446808510638298, 0.7446808510638298, 0.7446808510638298, 0.7446808510638298, 0.7553191489361702, 0.7446808510638298, 0.7446808510638298, 0.7340425531914894], "test_auc": [0.7017048586175995, 0.7718447716072143, 0.7273298223418821, 0.8356173332150719, 0.763609437606946, 0.7407445249794615, 0.851660209279815, 0.8114072707804304, 0.7650022847811279, 0.7282097117379007, 0.7268037797374068, 0.7690386203110475, 0.8287251992491509, 0.828285519840564, 0.7494134906250446, 0.8251166656817118, 0.7867113618932545, 0.7879391589399848, 0.8012033877460905, 0.8079760353561833, 0.8475360704711111, 0.8238414808419124, 0.811556937881393, 0.7259933844722437, 0.72922417932454, 0.7375263453703108, 0.8070861159311066, 0.7967544373420073, 0.8339334844334986, 0.8241021203882496, 0.8116543713750978, 0.8153990030117694, 0.8201311032918998, 0.8209859339086392, 0.8182500492159922, 0.8209658776105306, 0.8182646476542369, 0.8201825322575393, 0.8175291976953353, 0.8190464860797535, 0.8194346763625798, 0.8162725321461095, 0.8183552487964251, 0.8196988327693222, 0.8208998334955017, 0.8231948602260806, 0.8282855365517087, 0.8225284515260126, 0.8229337009631429, 0.8183956296065148, 0.8192654760223382, 0.8238833685794771, 0.8222506504696101, 0.8214426123114092, 0.8210136238576536, 0.8277315604332847, 0.8271575280167521, 0.8289824999087738, 0.827865420462461, 0.8244934268817867, 0.8272728386752947, 0.8268329345018114, 0.82982383502282, 0.8277853310480775, 0.8263656085931861, 0.8250932416701645, 0.8287852056275943, 0.8264246879208764, 0.826838660575548, 0.8287824766976623, 0.8278090700647027, 0.827419104640529, 0.8256084629728794, 0.8282200455755696, 0.8274922459787186, 0.8313858725105566, 0.8257681053739011, 0.825992970537189, 0.827285661972192, 0.8277472618070805, 0.8286018242099473, 0.8296696504816623, 0.8249780801585884, 0.8271260195711703, 0.8250905127402324, 0.8289628609715045, 0.8275723353931023, 0.8260666483031239, 0.8248184377575667, 0.8353761111833368, 0.8264484269375018, 0.8246143144670993, 0.8289003671391703, 0.8262415747171022, 0.8289601320415726, 0.8290572806102601, 0.8311399972605754, 0.8269510931571921, 0.8282645264650155, 0.8242712906484307], "test_f1": [0.28444444444444444, 0.4396325459317585, 0.2965686274509804, 0.5342287342287343, 0.44279102632043804, 0.40888888888888886, 0.5804771424763429, 0.5001673201623953, 0.5046253800970782, 0.5356048430301082, 0.44151683556717886, 0.5113498897032662, 0.494949494949495, 0.5754875754875756, 0.5763583753081127, 0.5108206106870229, 0.5437209302325582, 0.48712660917385325, 0.525012025012025, 0.4842171717171717, 0.5862966507177033, 0.5095250824200303, 0.504036389330507, 0.4787622244927748, 0.4735211982736735, 0.5360723041882461, 0.5190612697320643, 0.5547008547008547, 0.5529350965192279, 0.572172619047619, 0.5668464217503651, 0.5750582750582751, 0.5117408906882591, 0.5117408906882591, 0.5270125223613595, 0.5407038938810441, 0.5546148836658575, 0.5429144566843466, 0.5429144566843466, 0.5429144566843466, 0.55696405648267, 0.55696405648267, 0.5429144566843466, 0.5429144566843466, 0.57743987278871, 0.55696405648267, 0.55696405648267, 0.55696405648267, 0.55696405648267, 0.55696405648267, 0.55696405648267, 0.55696405648267, 0.55696405648267, 0.55696405648267, 0.55696405648267, 0.5429144566843466, 0.55696405648267, 0.55696405648267, 0.55696405648267, 0.5481481481481482, 0.5505025286473337, 0.5505025286473337, 0.55696405648267, 0.5505025286473337, 0.5505025286473337, 0.5505025286473337, 0.55696405648267, 0.55696405648267, 0.55696405648267, 0.563769668704439, 0.55696405648267, 0.55696405648267, 0.55696405648267, 0.5505025286473337, 0.5505025286473337, 0.563769668704439, 0.5505025286473337, 0.5505025286473337, 0.5505025286473337, 0.5505025286473337, 0.55696405648267, 0.55696405648267, 0.55696405648267, 0.55696405648267, 0.5505025286473337, 0.55696405648267, 0.55696405648267, 0.5505025286473337, 0.5505025286473337, 0.5497150997150998, 0.5505025286473337, 0.5505025286473337, 0.55696405648267, 0.5839520059992501, 0.55696405648267, 0.55696405648267, 0.563769668704439, 0.55696405648267, 0.55696405648267, 0.5505025286473337]}
\ No newline at end of file
diff --git a/birads/three/saved/efficientnet_b0_512_3/fold2/model_acc.pth b/birads/three/saved/efficientnet_b0_512_3/fold2/model_acc.pth
new file mode 100644
index 0000000000000000000000000000000000000000..8c8a85e31553474b029308e60fc1c3bf1c1e940b
--- /dev/null
+++ b/birads/three/saved/efficientnet_b0_512_3/fold2/model_acc.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:195686b03c744bb5a8eadcd84c15a18e3994282acf48c2eeeacdebb3d5366bc7
+size 17649867
diff --git a/birads/three/saved/efficientnet_b0_512_3/fold2/model_auc.pth b/birads/three/saved/efficientnet_b0_512_3/fold2/model_auc.pth
new file mode 100644
index 0000000000000000000000000000000000000000..b7ba6936ac52d3c4fd76561a98429a9d53d34131
--- /dev/null
+++ b/birads/three/saved/efficientnet_b0_512_3/fold2/model_auc.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bbfa3445e12670ee1a6cb1f0afc43e6742c3edc139b74ebe71424b83cc2bdbb1
+size 17649867
diff --git a/birads/three/saved/efficientnet_b0_512_3/fold2/model_f1.pth b/birads/three/saved/efficientnet_b0_512_3/fold2/model_f1.pth
new file mode 100644
index 0000000000000000000000000000000000000000..c4a03803178c965b1372e6679f31477e20296126
--- /dev/null
+++ b/birads/three/saved/efficientnet_b0_512_3/fold2/model_f1.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b72524d9d4df680c8f4362eb3b8a0480d8a1240f671f7b5027f56333b929f558
+size 17649499
diff --git a/birads/three/saved/efficientnet_b0_512_3/fold2/model_loss.pth b/birads/three/saved/efficientnet_b0_512_3/fold2/model_loss.pth
new file mode 100644
index 0000000000000000000000000000000000000000..50a982d2bce932bc5a2a8ce4b9e73538b1a3d955
--- /dev/null
+++ b/birads/three/saved/efficientnet_b0_512_3/fold2/model_loss.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6721ed6553c1ea1212646342b736d18dcede65282a8b0c94025132d4382e4067
+size 17650235
diff --git a/birads/three/saved/efficientnet_b0_512_3/fold3/checkpoint.pth b/birads/three/saved/efficientnet_b0_512_3/fold3/checkpoint.pth
new file mode 100644
index 0000000000000000000000000000000000000000..60f3aef7065d2f1166771e0ccbcee935c0524158
--- /dev/null
+++ b/birads/three/saved/efficientnet_b0_512_3/fold3/checkpoint.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:94db1545be01257c21e0d5b21d11bf309ca82de68a7ab3e11ae7b3c564ccc053
+size 17650235
diff --git a/birads/three/saved/efficientnet_b0_512_3/fold3/log.json b/birads/three/saved/efficientnet_b0_512_3/fold3/log.json
new file mode 100644
index 0000000000000000000000000000000000000000..d48ff7161e7df9ecfeb08f2c21290b25320b09a5
--- /dev/null
+++ b/birads/three/saved/efficientnet_b0_512_3/fold3/log.json
@@ -0,0 +1 @@
+{"train_loss": [0.9512571394443512, 0.8505807469288508, 0.7226194242636362, 0.5625169103344282, 0.5565765897432963, 0.5312407091259956, 0.4063096245129903, 0.3560840040445328, 0.2786295438806216, 0.2271105951319138, 0.27626179282863933, 0.22563028459747633, 0.24868277460336685, 0.18022412744661173, 0.18008699951072535, 0.1360738881242772, 0.11027078765134017, 0.09361155098304152, 0.09124418503294389, 0.10112912720069289, 0.07255612368074556, 0.054796555234740175, 0.11218147210699196, 0.08689709116394322, 0.09267462906427681, 0.04780280380509794, 0.057859343845242016, 0.11821900808718055, 0.0791851441996793, 0.1144758112107714, 0.10091839043889195, 0.0478689355077222, 0.03140210655207435, 0.01981031192311396, 0.02610856034637739, 0.017106103613817442, 0.020983232291958604, 0.0074603488998642815, 0.01405248234126096, 0.013452432700432837, 0.011368297506123781, 0.012920175625671012, 0.009337000616748506, 0.006661322666332126, 0.011870553498738445, 0.009562561094450453, 0.006814294657184898, 0.006556430850954105, 0.015791694245611627, 0.006590298847489369, 0.005156743267434649, 0.008985627578416219, 0.006471714805229567, 0.01628001592083213, 0.007172933927601359, 0.007510253655103345, 0.010480886839407807, 0.00598666632140521, 0.012379271800455172, 0.010631324808249095, 0.00580529263728143, 0.006538894284555378, 0.009536271184818665, 0.006690735691032994, 0.00802198979848375, 0.00564714413000426, 0.004645070109593992, 0.004869210213655606, 0.009526856175701445, 0.007414119681925513, 0.004132066838792525, 0.006135191938180166, 0.005908918266262238, 0.012042619668742796, 0.003704223010572605, 0.00565446129864237, 0.009828366339206696, 0.011985869607694136, 0.0037120006600162014, 0.004135451759793796, 0.005309871169932497, 0.008078267380672818, 0.005667162865089874, 0.005925008284975775, 0.005048405587634382, 0.005710886223823763, 0.009422217716443507, 0.006005304671513538, 0.010658145052730106, 0.008305840890291924, 0.008070481174703067, 0.006554081633415383, 0.004094088190565041, 0.0043226939281642745, 0.005849270496886068, 0.009526384305596972, 0.007766542944106429, 0.007056039241433609, 0.006891318652681851, 0.005811919060458119], "train_acc": [0.5786666666666667, 0.6453333333333333, 0.728, 0.7653333333333333, 0.7733333333333333, 0.8, 0.84, 0.8666666666666667, 0.888, 0.9226666666666666, 0.8906666666666667, 0.9253333333333333, 0.9173333333333333, 0.9466666666666667, 0.9226666666666666, 0.952, 0.9706666666666667, 0.9706666666666667, 0.9706666666666667, 0.9706666666666667, 0.9706666666666667, 0.9786666666666667, 0.96, 0.9653333333333334, 0.9653333333333334, 0.9893333333333333, 0.976, 0.9573333333333334, 0.9626666666666667, 0.9706666666666667, 0.9653333333333334, 0.9813333333333333, 0.992, 0.9973333333333333, 0.992, 0.9973333333333333, 0.9893333333333333, 1.0, 0.9946666666666667, 0.9946666666666667, 0.9946666666666667, 0.9973333333333333, 0.9946666666666667, 0.9973333333333333, 0.9946666666666667, 0.9973333333333333, 0.9973333333333333, 0.9973333333333333, 0.9946666666666667, 0.9973333333333333, 1.0, 0.9973333333333333, 0.9973333333333333, 0.9893333333333333, 0.9973333333333333, 0.9946666666666667, 0.9946666666666667, 1.0, 0.9946666666666667, 0.9946666666666667, 0.9973333333333333, 0.9973333333333333, 0.9973333333333333, 0.9973333333333333, 0.9973333333333333, 0.9973333333333333, 1.0, 1.0, 0.9973333333333333, 0.9946666666666667, 1.0, 0.9973333333333333, 0.9973333333333333, 0.9946666666666667, 1.0, 1.0, 0.9946666666666667, 0.992, 1.0, 1.0, 0.9973333333333333, 0.9973333333333333, 1.0, 0.9973333333333333, 0.9973333333333333, 0.9946666666666667, 0.9946666666666667, 0.9973333333333333, 0.9946666666666667, 0.9973333333333333, 0.9946666666666667, 0.9973333333333333, 1.0, 1.0, 0.9946666666666667, 0.9973333333333333, 0.9946666666666667, 0.9973333333333333, 0.9973333333333333, 0.9973333333333333], "test_loss": [0.8963249524434408, 0.8355889121691386, 0.7761660516262054, 1.0537190934022267, 0.8105044563611349, 1.3011064529418945, 0.770188902815183, 0.9006961981455485, 1.1782146592934926, 1.31389153500398, 0.9916558613379797, 1.4520102702081203, 0.913876493771871, 0.9129635095596313, 1.0135136842727661, 1.9319982180992763, 1.946307544906934, 1.4734440048535664, 1.0900879700978596, 1.2597123781840007, 1.361333171526591, 1.5881144007047017, 1.9259332815806072, 2.0011892716089883, 1.515887161095937, 1.8655793021122615, 2.178284843762716, 1.508825421333313, 1.7172040936226647, 1.9814075008034706, 2.1992385778576136, 1.9248813341061275, 1.9685229981938999, 1.8394327486554782, 1.6203073809544246, 1.7666944886247318, 1.6665476659933727, 1.7550295392672222, 1.6896035398046176, 1.959255389869213, 1.8614739862581093, 1.8758342737952869, 1.9401592450837295, 1.9046254542966683, 2.1519912096361318, 1.770984282096227, 1.8913204471270244, 1.8443858946363132, 1.8423230027159054, 1.8057498981555302, 1.8382151126861572, 1.7976345146695774, 1.7889299889405568, 1.7698986940085888, 1.7704897932708263, 1.766528706997633, 2.0203106676538787, 2.0554701586564383, 1.9449431809286277, 1.8476270710428555, 1.9325668377180893, 1.9485317878425121, 1.8307560632626216, 1.8475665065149467, 1.75717327495416, 1.9460075199604034, 1.861842184017102, 1.84516737361749, 1.8334060435493786, 1.8823585237065952, 2.009262985239426, 1.8429856300354004, 1.9021748639643192, 1.8037566840648651, 1.9492873599131901, 2.1196360712250075, 2.0442276149988174, 1.9099840658406417, 1.9486993327736855, 1.8479698697725933, 1.9123179043332736, 1.9172299069662888, 1.862953893840313, 1.888348398109277, 1.9892765854795773, 1.8152830650409062, 1.8955897862712543, 1.8463207706809044, 1.9690378333131473, 2.0060551365216575, 1.9336656567951043, 1.841597559551398, 1.8411853487292926, 1.8943294162551563, 1.887257806956768, 1.845083663860957, 1.9385907004276912, 1.98300855110089, 1.9555031831065814, 1.9183832295238972], "test_acc": [0.6129032258064516, 0.6344086021505376, 0.6881720430107527, 0.7096774193548387, 0.7204301075268817, 0.6344086021505376, 0.7311827956989247, 0.6989247311827957, 0.6774193548387096, 0.6881720430107527, 0.6774193548387096, 0.7204301075268817, 0.6666666666666666, 0.6989247311827957, 0.6881720430107527, 0.7096774193548387, 0.7204301075268817, 0.7741935483870968, 0.7526881720430108, 0.7311827956989247, 0.7096774193548387, 0.6344086021505376, 0.6451612903225806, 0.6881720430107527, 0.7204301075268817, 0.7204301075268817, 0.7096774193548387, 0.7311827956989247, 0.7096774193548387, 0.6666666666666666, 0.7096774193548387, 0.7096774193548387, 0.7096774193548387, 0.7096774193548387, 0.7311827956989247, 0.7204301075268817, 0.7204301075268817, 0.7096774193548387, 0.7204301075268817, 0.7096774193548387, 0.7096774193548387, 0.7096774193548387, 0.7096774193548387, 0.7204301075268817, 0.7096774193548387, 0.7311827956989247, 0.7204301075268817, 0.7096774193548387, 0.7204301075268817, 0.7204301075268817, 0.7096774193548387, 0.7204301075268817, 0.7419354838709677, 0.7419354838709677, 0.7311827956989247, 0.7311827956989247, 0.7096774193548387, 0.6881720430107527, 0.7096774193548387, 0.7311827956989247, 0.7311827956989247, 0.7204301075268817, 0.7311827956989247, 0.7204301075268817, 0.7419354838709677, 0.6989247311827957, 0.7204301075268817, 0.7096774193548387, 0.7096774193548387, 0.7204301075268817, 0.6989247311827957, 0.7204301075268817, 0.7204301075268817, 0.7419354838709677, 0.7204301075268817, 0.6881720430107527, 0.6989247311827957, 0.6989247311827957, 0.7311827956989247, 0.7419354838709677, 0.7204301075268817, 0.7311827956989247, 0.7311827956989247, 0.7204301075268817, 0.7204301075268817, 0.7311827956989247, 0.7419354838709677, 0.7419354838709677, 0.7204301075268817, 0.7096774193548387, 0.7311827956989247, 0.7419354838709677, 0.7419354838709677, 0.7311827956989247, 0.7419354838709677, 0.7419354838709677, 0.7311827956989247, 0.7204301075268817, 0.7096774193548387, 0.7096774193548387], "test_auc": [0.7288138182831236, 0.74626821502926, 0.7898737751097524, 0.8150631906101656, 0.7679626801440741, 0.7583778767629598, 0.8298183286610407, 0.7976561212885666, 0.8030542753481765, 0.8115092076019533, 0.7986001189405493, 0.8408051252352235, 0.7837772979071582, 0.8080635468534929, 0.8182612943742457, 0.7893337826269861, 0.8110836233597899, 0.7902641843308942, 0.8048577706387992, 0.7715855154886411, 0.7558630675566803, 0.7462573515854114, 0.6762993962536991, 0.8000872575670911, 0.8150737693319634, 0.8128968386926306, 0.7859481594909932, 0.8039114980313022, 0.8266705981328157, 0.7781922067077817, 0.8117743174939004, 0.816314311958061, 0.8251386063802982, 0.8302041106787081, 0.8348627588262042, 0.8346023573794262, 0.8346020149231155, 0.8349137173031572, 0.8303769332023578, 0.8323381268972314, 0.830580361277815, 0.826686586573579, 0.8252520568339756, 0.8273709867330551, 0.8255104020384131, 0.8222274712255571, 0.8236654633282233, 0.8279801802144497, 0.8304955868856929, 0.8320674094477475, 0.8317827597998407, 0.8318707445553241, 0.8369390533847406, 0.8331204853585864, 0.8274151820269745, 0.8310577805421618, 0.8284917578502763, 0.829846220138451, 0.8300970538711888, 0.8316509855827933, 0.8319898040710144, 0.8310207542636315, 0.8329544893940147, 0.8324436600468541, 0.8296499610783828, 0.8283329309010936, 0.8304896353673694, 0.8300500540462631, 0.8279869433974835, 0.8294130595440676, 0.8288915083618459, 0.8332323758588878, 0.8310617391941894, 0.8320913151925655, 0.8287350801113144, 0.8255211872495186, 0.8276895156721751, 0.8341329821712228, 0.8329783951388329, 0.8346310334409818, 0.8316370533843704, 0.8338960806369076, 0.8318134287276925, 0.8328529782724639, 0.8308857696832224, 0.8299716370048199, 0.8337806373169339, 0.8315295273684516, 0.8268462885635163, 0.8312480880839065, 0.8322541641698198, 0.8332861388668472, 0.8353524598789882, 0.8322872317963227, 0.833418724748605, 0.8322167320589342, 0.833831595793887, 0.8335337622362236, 0.8311636561480954, 0.8327785198830481], "test_f1": [0.25333333333333335, 0.4609788359788359, 0.45474910394265233, 0.511837327523602, 0.49528478057889824, 0.33144208037825057, 0.5691005291005291, 0.5529304618022072, 0.4707236842105263, 0.5077588249230041, 0.5236111111111111, 0.549995170481986, 0.5287301587301587, 0.5308412295499814, 0.507302157504223, 0.48658410732714136, 0.5005847953216374, 0.5793507146448323, 0.5773858404877442, 0.5460732811312651, 0.5481255128313952, 0.4795690360832725, 0.44268774703557306, 0.46344665561083476, 0.548794899963381, 0.5054588170259812, 0.48013468013468014, 0.5222592592592593, 0.48024361259655385, 0.4713479623824452, 0.5145573380867499, 0.4869402985074627, 0.4903828197945845, 0.48963844797178124, 0.5171854197685503, 0.5054588170259812, 0.5051026258456599, 0.48963844797178124, 0.5022241492829728, 0.48963844797178124, 0.4869402985074627, 0.48963844797178124, 0.4934211154047994, 0.5054588170259812, 0.4934211154047994, 0.5174774056353004, 0.5061728395061729, 0.48963844797178124, 0.5061728395061729, 0.5094304388422035, 0.4934211154047994, 0.5094304388422035, 0.535672514619883, 0.53926762583479, 0.5239773355444998, 0.5246913580246914, 0.4844924060751399, 0.4580314009661836, 0.4934211154047994, 0.5246913580246914, 0.5246913580246914, 0.5094304388422035, 0.5246913580246914, 0.5094304388422035, 0.53926762583479, 0.47578891100788906, 0.5094304388422035, 0.49264705882352944, 0.49264705882352944, 0.5094304388422035, 0.47659200702678967, 0.5094304388422035, 0.5094304388422035, 0.53926762583479, 0.5094304388422035, 0.4580314009661836, 0.47659200702678967, 0.47578891100788906, 0.5246913580246914, 0.53926762583479, 0.5094304388422035, 0.5246913580246914, 0.5246913580246914, 0.5094304388422035, 0.5094304388422035, 0.5246913580246914, 0.53926762583479, 0.53926762583479, 0.5094304388422035, 0.49264705882352944, 0.5246913580246914, 0.53926762583479, 0.53926762583479, 0.5246913580246914, 0.53926762583479, 0.53926762583479, 0.5246913580246914, 0.5094304388422035, 0.49264705882352944, 0.49264705882352944]}
\ No newline at end of file
diff --git a/birads/three/saved/efficientnet_b0_512_3/fold3/model_acc.pth b/birads/three/saved/efficientnet_b0_512_3/fold3/model_acc.pth
new file mode 100644
index 0000000000000000000000000000000000000000..81c8216bcf00347fa32690fca2a418654f29bf2c
--- /dev/null
+++ b/birads/three/saved/efficientnet_b0_512_3/fold3/model_acc.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5d87be0d2aa3a36824facc28c1579545a3ef3d761fcae70742bd788d21578d29
+size 17649867
diff --git a/birads/three/saved/efficientnet_b0_512_3/fold3/model_auc.pth b/birads/three/saved/efficientnet_b0_512_3/fold3/model_auc.pth
new file mode 100644
index 0000000000000000000000000000000000000000..447791ba075985218ef09eedaca99f518fce06f5
--- /dev/null
+++ b/birads/three/saved/efficientnet_b0_512_3/fold3/model_auc.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ea9a0d13b999a2fe73185623ea87a65f4c1ecd334466fa76190a7287ccc90777
+size 17649867
diff --git a/birads/three/saved/efficientnet_b0_512_3/fold3/model_f1.pth b/birads/three/saved/efficientnet_b0_512_3/fold3/model_f1.pth
new file mode 100644
index 0000000000000000000000000000000000000000..e6c9566907bd060734a3c740a92760e8252ede65
--- /dev/null
+++ b/birads/three/saved/efficientnet_b0_512_3/fold3/model_f1.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b88e62ed801f4676f69ffc6981d91d746c0f9cf2fbc1429137d1e7a664dd5071
+size 17649499
diff --git a/birads/three/saved/efficientnet_b0_512_3/fold3/model_loss.pth b/birads/three/saved/efficientnet_b0_512_3/fold3/model_loss.pth
new file mode 100644
index 0000000000000000000000000000000000000000..2730cd43036a5a599b67728ddc6cd690e97302e3
--- /dev/null
+++ b/birads/three/saved/efficientnet_b0_512_3/fold3/model_loss.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3502ce99bac507261b45ba6d62ced8f938aff709d550a39b5d2f6fbc23ef0a63
+size 17650235
diff --git a/birads/three/saved/efficientnet_b0_512_3/fold4/checkpoint.pth b/birads/three/saved/efficientnet_b0_512_3/fold4/checkpoint.pth
new file mode 100644
index 0000000000000000000000000000000000000000..deb9e06b88e8236d8e4bfb3a27939fb71b357471
--- /dev/null
+++ b/birads/three/saved/efficientnet_b0_512_3/fold4/checkpoint.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:cec99422073650888cf4cad33f0d8d5cdc773eeb3cb67dae720f11e862dbe281
+size 17650235
diff --git a/birads/three/saved/efficientnet_b0_512_3/fold4/log.json b/birads/three/saved/efficientnet_b0_512_3/fold4/log.json
new file mode 100644
index 0000000000000000000000000000000000000000..3160c176831fad4af3e1f2c322c5a0e0e3bd0d32
--- /dev/null
+++ b/birads/three/saved/efficientnet_b0_512_3/fold4/log.json
@@ -0,0 +1 @@
+{"train_loss": [0.9216690808534622, 0.7597105801105499, 0.6197288831075033, 0.582929308215777, 0.4393093213438988, 0.4559069114426772, 0.3390262685716152, 0.282634483029445, 0.26798449736088514, 0.21410499699413776, 0.22199591994285583, 0.1491227379689614, 0.15896813369666538, 0.09261904191225767, 0.1011031256057322, 0.11070747223372261, 0.1962214553107818, 0.16668815848728022, 0.11682680404434602, 0.0871267281472683, 0.05712557079580923, 0.05238918672936658, 0.07065075577702373, 0.07088929335198675, 0.03370256935401509, 0.09407002354661624, 0.04540139991634836, 0.042588432668708265, 0.09266775388581057, 0.07920494737724464, 0.060173158844312034, 0.016412039132167894, 0.012308719854142206, 0.014251297359199574, 0.013404483674094081, 0.014110523411848893, 0.01203567327077811, 0.005704376623422529, 0.009564735596844306, 0.005911829323546651, 0.004404124396387488, 0.007610186362095798, 0.004246820774521136, 0.01185620849719271, 0.012999529848457314, 0.0028014101941759386, 0.011112686896619076, 0.006267725919315126, 0.001985772638969744, 0.0028000671445624903, 0.0018725008170198028, 0.005604149589392667, 0.004986521979541673, 0.004290230390324723, 0.0010654624093149323, 0.0014691130030162942, 0.001776153241128971, 0.0029425334214465693, 0.0026999352703569457, 0.0014683430951360303, 0.00946570026765888, 0.004286571877552585, 0.0006773560235160403, 0.0012205783229243632, 0.0018112005539781724, 0.0014931881208516036, 0.004414879703593518, 0.0011367148581484798, 0.002962203082764366, 0.010089783263538266, 0.0017739960603648797, 0.001909922955140549, 0.0014183775031900343, 0.0015786838897232276, 0.0015824693133860517, 0.0030406149586876077, 0.0016919464299765725, 0.001211561187422679, 0.0010441533086122945, 0.0019263838888340008, 0.0013932656947872601, 0.0017396563780494034, 0.006549778030603193, 0.0012510435238558177, 0.0011652598453414005, 0.005884274195220011, 0.007904992853582371, 0.0011533336291904561, 0.0012169671584463988, 0.0025881218850069367, 0.0011688838318756705, 0.0023943237974890508, 0.0024581775311768674, 0.004099807435219797, 0.0017441725661531866, 0.0011334828256318967, 0.0012861268648218054, 0.002283874089092327, 0.0023248278982161232, 0.0018153979811662186], "train_acc": [0.6213333333333333, 0.704, 0.744, 0.7653333333333333, 0.824, 0.84, 0.856, 0.896, 0.9093333333333333, 0.912, 0.9146666666666666, 0.944, 0.952, 0.968, 0.9733333333333334, 0.9653333333333334, 0.944, 0.952, 0.952, 0.9653333333333334, 0.976, 0.984, 0.9733333333333334, 0.9733333333333334, 0.984, 0.9786666666666667, 0.984, 0.9786666666666667, 0.976, 0.9733333333333334, 0.9813333333333333, 0.9946666666666667, 0.9973333333333333, 0.9973333333333333, 0.9946666666666667, 0.9946666666666667, 1.0, 1.0, 0.9973333333333333, 1.0, 1.0, 0.9973333333333333, 1.0, 0.9973333333333333, 0.9946666666666667, 1.0, 0.9973333333333333, 0.9973333333333333, 1.0, 1.0, 1.0, 0.9973333333333333, 0.9973333333333333, 0.9973333333333333, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9973333333333333, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9973333333333333, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9973333333333333, 1.0, 1.0, 0.9973333333333333, 0.9973333333333333, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9973333333333333, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0], "test_loss": [1.1131124297777812, 1.0023980935414631, 1.2148684461911519, 1.0306995908419292, 0.8630952835083008, 0.9849198659261068, 1.4189703663190205, 1.6472525199254353, 1.3062878648440044, 1.892958636706074, 1.825507218639056, 1.5098055948813756, 1.395676891009013, 1.889765630165736, 1.4024631182352703, 2.103115200996399, 1.9486897786458333, 1.5796471784512203, 1.8442977480590343, 1.6865223447481792, 1.4633695781230927, 1.7062734812498093, 2.000586291154226, 1.769049088160197, 2.3240132269759974, 2.0020719269911447, 2.223675371458133, 2.039152761300405, 2.3917633990446725, 1.8412648886442184, 2.1293658887346587, 2.2405970940987268, 2.1457840551932654, 2.131426192820072, 1.9563685258229573, 2.0353989700476327, 2.0992521792650223, 2.0730701138575873, 1.9790347814559937, 2.140633071462313, 2.048801670471827, 2.1467673430840173, 2.121885965267817, 2.230582202474276, 2.1483174264431, 2.0181243419647217, 2.1081092754999795, 2.1732990791400275, 2.1847691982984543, 2.1952547381321588, 2.243892883261045, 2.279940659801165, 2.19684599339962, 2.210864851872126, 2.2147291054328284, 2.196998968720436, 2.2922492201129594, 2.4101408844192824, 2.2743098189433417, 2.2526300897200904, 2.372916435201963, 2.341274624069532, 2.2374915381272635, 2.292962168653806, 2.2577440987030664, 2.314870243271192, 2.317275027434031, 2.2250635574261346, 2.3021852721770606, 2.2607287814219794, 2.4065048744281134, 2.3251464093724885, 2.3075946221748986, 2.277850757042567, 2.367840406795343, 2.39187686642011, 2.3601336826880774, 2.303888574242592, 2.333326612909635, 2.3256370027860007, 2.249567603071531, 2.3211255917946496, 2.324414918820063, 2.2896774262189865, 2.373726283510526, 2.214871972799301, 2.3305238833030066, 2.262254372239113, 2.369522750377655, 2.327156625688076, 2.3186169962088266, 2.2975646505753198, 2.2634279131889343, 2.2574032892783484, 2.2933654387791953, 2.231008067727089, 2.3269894222418466, 2.3566908289988837, 2.370865280429522, 2.371705507238706], "test_acc": [0.6129032258064516, 0.5268817204301075, 0.45161290322580644, 0.6021505376344086, 0.6129032258064516, 0.5806451612903226, 0.6559139784946236, 0.45161290322580644, 0.6774193548387096, 0.6559139784946236, 0.6236559139784946, 0.6666666666666666, 0.6236559139784946, 0.5483870967741935, 0.6021505376344086, 0.45161290322580644, 0.5698924731182796, 0.6881720430107527, 0.6344086021505376, 0.6236559139784946, 0.7096774193548387, 0.6774193548387096, 0.6344086021505376, 0.6236559139784946, 0.6666666666666666, 0.6989247311827957, 0.7096774193548387, 0.6774193548387096, 0.6236559139784946, 0.6774193548387096, 0.6451612903225806, 0.6344086021505376, 0.6559139784946236, 0.6451612903225806, 0.6451612903225806, 0.6559139784946236, 0.6451612903225806, 0.6559139784946236, 0.6559139784946236, 0.6451612903225806, 0.6451612903225806, 0.6451612903225806, 0.6774193548387096, 0.6451612903225806, 0.6881720430107527, 0.6559139784946236, 0.6881720430107527, 0.6989247311827957, 0.6881720430107527, 0.6666666666666666, 0.6774193548387096, 0.6559139784946236, 0.6989247311827957, 0.6989247311827957, 0.6989247311827957, 0.6989247311827957, 0.6774193548387096, 0.6559139784946236, 0.6881720430107527, 0.6989247311827957, 0.6666666666666666, 0.6881720430107527, 0.6881720430107527, 0.6881720430107527, 0.6989247311827957, 0.6774193548387096, 0.6881720430107527, 0.6989247311827957, 0.6881720430107527, 0.6989247311827957, 0.6666666666666666, 0.6774193548387096, 0.6774193548387096, 0.6881720430107527, 0.6774193548387096, 0.6774193548387096, 0.6666666666666666, 0.6881720430107527, 0.6774193548387096, 0.6774193548387096, 0.6989247311827957, 0.6774193548387096, 0.6774193548387096, 0.6666666666666666, 0.6666666666666666, 0.6989247311827957, 0.6774193548387096, 0.6989247311827957, 0.6559139784946236, 0.6666666666666666, 0.6774193548387096, 0.6881720430107527, 0.6881720430107527, 0.6881720430107527, 0.6881720430107527, 0.6989247311827957, 0.6559139784946236, 0.6666666666666666, 0.6666666666666666, 0.6774193548387096], "test_auc": [0.548337978695831, 0.6483382228722582, 0.6842113500163064, 0.7157691868807775, 0.7878503762288593, 0.7768467340388093, 0.7187473957053236, 0.6901449342357281, 0.766873389619415, 0.7215427287226056, 0.701771925520256, 0.7368171531554002, 0.7531985069636026, 0.7295277439688208, 0.7699271746589185, 0.7067102188648701, 0.722913845934336, 0.7657067727982891, 0.7536269064561626, 0.6948312387862859, 0.753323167830867, 0.7649686908725485, 0.7423809259322672, 0.748687098104388, 0.7451667694682523, 0.7545626003418618, 0.7611943181403135, 0.7384550128034127, 0.7296539918700261, 0.7564472615393285, 0.7479650593447186, 0.751011584912224, 0.7594019704514117, 0.762802058370271, 0.7578827567762957, 0.752637260938847, 0.7560138489452436, 0.7583155115383239, 0.7597842630254513, 0.7635792406825334, 0.7601066872405541, 0.7601337399726892, 0.7609794291560439, 0.7557080347074812, 0.762661518888979, 0.7569705806687099, 0.7581773436751181, 0.7560572596550177, 0.7575546238276561, 0.7596106288370913, 0.7607652158694812, 0.7575247665645147, 0.7567050393683186, 0.7621674896472919, 0.7584106923897611, 0.7604053595434929, 0.7620790990594534, 0.757856821869702, 0.7578807276145202, 0.7574539243708154, 0.7564514011045743, 0.7558621547159704, 0.7591372316008161, 0.7588119394786624, 0.7561500147272385, 0.7584770796424686, 0.755588226903125, 0.7559091545408961, 0.7557236173158891, 0.7592992689133603, 0.7581247347881798, 0.7576943787248029, 0.7602957772852333, 0.7581582082470378, 0.7589003300665009, 0.7606951219644479, 0.7615319917224282, 0.759391212320871, 0.7598180155645758, 0.7560285565128971, 0.7551944912859233, 0.759211689990232, 0.7562515258487896, 0.7597025722446021, 0.7602412659886081, 0.7553298816986875, 0.7574813829353056, 0.7581856668115282, 0.758101234875717, 0.7593171597638104, 0.7586769548982533, 0.7593036333977429, 0.7534128199216887, 0.7564414275581791, 0.7526109835759427, 0.7570406474931782, 0.7617111715967564, 0.7595775612105883, 0.7600823756633811, 0.7607321482429782], "test_f1": [0.25333333333333335, 0.3695358798333627, 0.36478075065031584, 0.4654694898597338, 0.4993571283893865, 0.4340643218901094, 0.5217741935483872, 0.41443554165852386, 0.5653040877367896, 0.4459147869674185, 0.44229390681003583, 0.5013227513227513, 0.5628959276018098, 0.3682774931020891, 0.5243386243386243, 0.38275469446183474, 0.4681503417537877, 0.5549142215808883, 0.4665536483718302, 0.4985092426952893, 0.6117283950617285, 0.5398717204823812, 0.460416161942448, 0.5132952720162023, 0.47142169337643575, 0.5737127371273713, 0.5469939786938398, 0.5771156947627536, 0.4319542024460057, 0.5400326797385621, 0.48476983404680846, 0.4504119374751095, 0.4930555555555556, 0.47064863419850295, 0.4953512396694215, 0.5146464646464647, 0.4964985657740814, 0.5161255759134254, 0.5245774940690194, 0.48577586206896556, 0.4953512396694215, 0.4953512396694215, 0.5487033523086654, 0.5071725659960954, 0.5574929971988796, 0.5367816091954023, 0.568502824858757, 0.5758109695491099, 0.5574929971988796, 0.532976827094474, 0.5400326797385621, 0.5042016347582831, 0.5777777777777778, 0.5758109695491099, 0.5758109695491099, 0.5758109695491099, 0.5286201949240588, 0.4930555555555556, 0.5591909882232463, 0.5758109695491099, 0.5215900567877424, 0.5591909882232463, 0.5555555555555556, 0.5555555555555556, 0.5758109695491099, 0.5400326797385621, 0.5591909882232463, 0.5758109695491099, 0.5591909882232463, 0.5758109695491099, 0.5232001407235168, 0.5389741571559753, 0.5389741571559753, 0.5591909882232463, 0.5286201949240588, 0.5286201949240588, 0.5087459965508746, 0.5591909882232463, 0.5389741571559753, 0.5389741571559753, 0.5758109695491099, 0.5389741571559753, 0.5400326797385621, 0.5321300563236047, 0.5215900567877424, 0.5758109695491099, 0.5389741571559753, 0.5758109695491099, 0.5019630466483983, 0.5215900567877424, 0.5389741571559753, 0.5555555555555556, 0.568502824858757, 0.568502824858757, 0.5591909882232463, 0.5758109695491099, 0.5019630466483983, 0.5215900567877424, 0.5215900567877424, 0.5286201949240588]}
\ No newline at end of file
diff --git a/birads/three/saved/efficientnet_b0_512_3/fold4/model_acc.pth b/birads/three/saved/efficientnet_b0_512_3/fold4/model_acc.pth
new file mode 100644
index 0000000000000000000000000000000000000000..e3652302681677e225959a1b8fe08f11e428a24e
--- /dev/null
+++ b/birads/three/saved/efficientnet_b0_512_3/fold4/model_acc.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:89f5046ada3714cbc4cc91eb93645bc21dbb2bf8083caafe74dc3ab37068ac66
+size 17649867
diff --git a/birads/three/saved/efficientnet_b0_512_3/fold4/model_auc.pth b/birads/three/saved/efficientnet_b0_512_3/fold4/model_auc.pth
new file mode 100644
index 0000000000000000000000000000000000000000..c5801a422a80d9fe3ab4ebc3af814b1142927b5b
--- /dev/null
+++ b/birads/three/saved/efficientnet_b0_512_3/fold4/model_auc.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bd11fe3e3844854bf2630b759ad0e2176614a67aafc0056b427edc87164f00a9
+size 17649867
diff --git a/birads/three/saved/efficientnet_b0_512_3/fold4/model_f1.pth b/birads/three/saved/efficientnet_b0_512_3/fold4/model_f1.pth
new file mode 100644
index 0000000000000000000000000000000000000000..40737adf367b00e6e114e0bd20479ae2496e33d7
--- /dev/null
+++ b/birads/three/saved/efficientnet_b0_512_3/fold4/model_f1.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:63fa53ef2ef552def63b3c2ad43476da09750e6a36ac5c57c701e9de6f0b68fc
+size 17649499
diff --git a/birads/three/saved/efficientnet_b0_512_3/fold4/model_loss.pth b/birads/three/saved/efficientnet_b0_512_3/fold4/model_loss.pth
new file mode 100644
index 0000000000000000000000000000000000000000..c0cbd0bedd43ac52a6daf60b25b77510e3ed5123
--- /dev/null
+++ b/birads/three/saved/efficientnet_b0_512_3/fold4/model_loss.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:97e67384163531f4a700861bbaea53ea0e3964b8687b4a0320b888cf2b644e31
+size 17650235
diff --git a/birads/three/saved/resnet50_224_3/fold0/checkpoint.pth b/birads/three/saved/resnet50_224_3/fold0/checkpoint.pth
new file mode 100644
index 0000000000000000000000000000000000000000..9d28dcb6bf6e95704cb7cb135ee71092286b1b4a
--- /dev/null
+++ b/birads/three/saved/resnet50_224_3/fold0/checkpoint.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c0cc5358682d2c3e077d0aded932ea1ee82446766bcb6259a6eb67e9c0579490
+size 96455827
diff --git a/birads/three/saved/resnet50_224_3/fold0/log.json b/birads/three/saved/resnet50_224_3/fold0/log.json
new file mode 100644
index 0000000000000000000000000000000000000000..918e21a467f3f301ce364ba8b1a58daae25a4c63
--- /dev/null
+++ b/birads/three/saved/resnet50_224_3/fold0/log.json
@@ -0,0 +1 @@
+{"train_loss": [0.9618832468986511, 0.8604499449332556, 0.744268923997879, 0.6822451303402582, 0.5329794958233833, 0.6269200493892034, 0.4916623706618945, 0.37164505819479626, 0.297919400036335, 0.41390684495369595, 0.2814126464848717, 0.290763499836127, 0.257393146554629, 0.3426082590594888, 0.23387872676054636, 0.1875883818914493, 0.17464115160206953, 0.23723523939649263, 0.1885130231579145, 0.20715921993056932, 0.15715797571465373, 0.14354311767965555, 0.0946999437486132, 0.0699506417537729, 0.08005933898190658, 0.06632774385313193, 0.070770659406359, 0.09891956749682625, 0.12918211504196128, 0.12503845298973223, 0.07663150923326612, 0.035287415919204555, 0.02012423996347934, 0.012614487127090493, 0.012098392937332392, 0.020537333776398253, 0.011008735746145248, 0.0070558550651185215, 0.008933004573918879, 0.012856070631338904, 0.01065703008013467, 0.007752535437854628, 0.008327576467612138, 0.007644590669466804, 0.00503224788311248, 0.00360187988068598, 0.003943219955544919, 0.006321027360778923, 0.0030537913844455034, 0.005655574961565435, 0.004481090771150775, 0.003820843378586384, 0.0043092387592575205, 0.004263895917877865, 0.0024834436868938306, 0.003713704092660919, 0.003143849811749533, 0.0029073055872383216, 0.0025825602642726153, 0.0023611415235791355, 0.00239524236045933, 0.002704586363203513, 0.003018422362705072, 0.003185329056577757, 0.0026028225159582994, 0.0020077515412898115, 0.004216830605097736, 0.0030254742256753766, 0.0028000865083110207, 0.0014116138481767848, 0.0014108719527333353, 0.002072415178796897, 0.0021015735571078644, 0.00234343035845086, 0.002836484942235984, 0.002307646136614494, 0.0025156326252423846, 0.002567651817419877, 0.002544582193271102, 0.001611373110790737, 0.002198468556647034, 0.00265113504913946, 0.002327666385099292, 0.0021687305876791165, 0.0016833163293388982, 0.0021355712621395164, 0.002352658746531233, 0.0025341624132124707, 0.003769847644434776, 0.0015590318265215803, 0.0023684953678942597, 0.0016577875867369585, 0.0021305360520879426, 0.0016813563997857273, 0.0015247994306264445, 0.0024789651409567646, 0.0013725457635397713, 0.0027841172219874957, 0.0018230275406191747, 0.0033429630396616026], "train_acc": [0.5775401069518716, 0.6256684491978609, 0.679144385026738, 0.7352941176470589, 0.7807486631016043, 0.7566844919786097, 0.7887700534759359, 0.8556149732620321, 0.8903743315508021, 0.8368983957219251, 0.8823529411764706, 0.8877005347593583, 0.9197860962566845, 0.8983957219251337, 0.93048128342246, 0.9411764705882353, 0.9358288770053476, 0.9144385026737968, 0.9331550802139037, 0.9117647058823529, 0.9438502673796791, 0.9572192513368984, 0.9679144385026738, 0.9732620320855615, 0.9812834224598931, 0.9705882352941176, 0.9679144385026738, 0.9625668449197861, 0.946524064171123, 0.9705882352941176, 0.9759358288770054, 0.9973262032085561, 0.9973262032085561, 1.0, 1.0, 0.9973262032085561, 1.0, 1.0, 1.0, 0.9973262032085561, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0], "test_loss": [0.8920136094093323, 1.15582271416982, 1.2066269119580586, 1.4782195488611858, 3.3730523387591043, 2.1912813981374106, 0.9553167819976807, 9.940093358357748, 0.9427863359451294, 1.8701542417208354, 2.238636960585912, 1.264997621377309, 2.5695287386576333, 1.406180779139201, 1.7527948220570881, 5.22406534353892, 1.451586385567983, 1.6858636140823364, 1.5685368776321411, 2.48871256907781, 1.651090383529663, 1.9288959503173828, 3.5241779486338296, 2.701011339823405, 2.05913511912028, 2.0578483740488687, 2.0140435496966043, 2.238061785697937, 1.7285609245300293, 2.0762451688448587, 2.153371194998423, 2.0226625005404153, 2.129533439874649, 2.2051628033320108, 2.20598304271698, 2.2605549891789756, 2.2577600479125977, 2.394549568494161, 2.3913771708806357, 2.3246864080429077, 2.46072781085968, 2.4877710938453674, 2.483936587969462, 2.5280721386273703, 2.573190669218699, 2.549322485923767, 2.7142558495203652, 2.640890638033549, 2.6604974269866943, 2.599164605140686, 2.6678531964619956, 2.7302226622899375, 2.653594732284546, 2.8343063990275064, 2.7649079163869223, 2.6144332885742188, 2.6415005922317505, 2.82103039820989, 2.7305720845858255, 2.685910701751709, 2.7040550907452903, 2.7907604773839316, 2.765836179256439, 2.7158337831497192, 2.720197399457296, 2.8154263496398926, 2.7723612984021506, 2.7411741614341736, 2.797026296456655, 2.772085428237915, 2.7657113075256348, 2.8505308628082275, 2.782988707224528, 2.7893992265065513, 2.687286615371704, 2.7855175336201987, 2.8018863201141357, 2.7770756085713706, 2.7957009275754294, 2.7862528562545776, 2.8077715237935386, 2.8059915701548257, 2.772283673286438, 2.7771894534428916, 2.8592334389686584, 2.9395806392033896, 2.9042685429255166, 2.810456116994222, 2.8697694142659507, 2.77500049273173, 2.76372492313385, 2.826696793238322, 2.7561132113138833, 2.7993565003077188, 2.8025853832562766, 2.8062195777893066, 2.8836317459742227, 2.8219728072484336, 2.764362335205078, 2.70081760485967], "test_acc": [0.6170212765957447, 0.6170212765957447, 0.6595744680851063, 0.7127659574468085, 0.6595744680851063, 0.6170212765957447, 0.6170212765957447, 0.23404255319148937, 0.6276595744680851, 0.6808510638297872, 0.6595744680851063, 0.6702127659574468, 0.6595744680851063, 0.4148936170212766, 0.6382978723404256, 0.648936170212766, 0.723404255319149, 0.44680851063829785, 0.7446808510638298, 0.6702127659574468, 0.6170212765957447, 0.6170212765957447, 0.648936170212766, 0.6808510638297872, 0.4787234042553192, 0.7127659574468085, 0.6702127659574468, 0.6382978723404256, 0.5106382978723404, 0.648936170212766, 0.6808510638297872, 0.6808510638297872, 0.6914893617021277, 0.6914893617021277, 0.6914893617021277, 0.6808510638297872, 0.6808510638297872, 0.6914893617021277, 0.6914893617021277, 0.6808510638297872, 0.6914893617021277, 0.6914893617021277, 0.6914893617021277, 0.6914893617021277, 0.6808510638297872, 0.6914893617021277, 0.6914893617021277, 0.6914893617021277, 0.6914893617021277, 0.6808510638297872, 0.6914893617021277, 0.6914893617021277, 0.6808510638297872, 0.6914893617021277, 0.6808510638297872, 0.6702127659574468, 0.6808510638297872, 0.6808510638297872, 0.6808510638297872, 0.6808510638297872, 0.6914893617021277, 0.6808510638297872, 0.6808510638297872, 0.6702127659574468, 0.6702127659574468, 0.6914893617021277, 0.6808510638297872, 0.6914893617021277, 0.6914893617021277, 0.6808510638297872, 0.6702127659574468, 0.6808510638297872, 0.6808510638297872, 0.6702127659574468, 0.6702127659574468, 0.6808510638297872, 0.6808510638297872, 0.6808510638297872, 0.6702127659574468, 0.6702127659574468, 0.6702127659574468, 0.6702127659574468, 0.6808510638297872, 0.6808510638297872, 0.6914893617021277, 0.6914893617021277, 0.6808510638297872, 0.6914893617021277, 0.6914893617021277, 0.6808510638297872, 0.6702127659574468, 0.6808510638297872, 0.6808510638297872, 0.6702127659574468, 0.6808510638297872, 0.6808510638297872, 0.6808510638297872, 0.6914893617021277, 0.6702127659574468, 0.6595744680851063], "test_auc": [0.6623353817319334, 0.5629905375595031, 0.6442704964256688, 0.6996147849596125, 0.6911225348725348, 0.6659650694133453, 0.7123647186147185, 0.638609929342688, 0.7289671136653896, 0.7322926514736859, 0.679255195634506, 0.7086211043107594, 0.7144751082251082, 0.7092554236950789, 0.6937045952132159, 0.6670744804365493, 0.7406868355144217, 0.6774737315685592, 0.7590572183244597, 0.7112354041233351, 0.6898611525766699, 0.6632527035544277, 0.7115338524821283, 0.6941661068816241, 0.6135946907498632, 0.7217757418188452, 0.7409354215388699, 0.6038295516743792, 0.6384271698926871, 0.6721781650660962, 0.669053424225838, 0.6678978827685724, 0.6749212154384567, 0.6762999452654626, 0.680784445439618, 0.678337770148115, 0.6699683617787066, 0.667522412134481, 0.6662233998440895, 0.6630223623758106, 0.6839899404554578, 0.6851944112719975, 0.680941703571014, 0.6800789089582193, 0.6813336567646914, 0.6763548871307492, 0.6796786626528006, 0.6790835282214592, 0.684142222719809, 0.6739673002604037, 0.6769572780348643, 0.6785106815279228, 0.6757018045811148, 0.6849118234894096, 0.6830029564943358, 0.6757816257816258, 0.6758977293460052, 0.6813339677563816, 0.679294795243071, 0.677755386376076, 0.6763042991491268, 0.6813843484102104, 0.6794030203512961, 0.6775958476389511, 0.6802670589308519, 0.6825165654907034, 0.679301533396361, 0.67624583271135, 0.6813767809457465, 0.6795625590884211, 0.6763476306579754, 0.6791423056509264, 0.6759484209915246, 0.6739821241976415, 0.6749328257948948, 0.6782847978968669, 0.6768773531704566, 0.6763256539118608, 0.6786340415650761, 0.6779445729876764, 0.6729001841070806, 0.6701211623625416, 0.677516544757924, 0.6759267552371, 0.6784446476256821, 0.6830826740309499, 0.6797587948450018, 0.6750550455291835, 0.6794898906967873, 0.6737055489210663, 0.6748525899387968, 0.6748451261382296, 0.6744748386989766, 0.6738148106682589, 0.6743366547245858, 0.6761149052097327, 0.6767905864888624, 0.675759234379924, 0.6734876474100613, 0.6688215280887695], "test_f1": [0.2543859649122807, 0.2543859649122807, 0.3879107981220657, 0.4560498603051794, 0.40015015015015015, 0.2543859649122807, 0.4671590486807878, 0.1264367816091954, 0.5167327480411593, 0.44020247083047354, 0.4261282905784185, 0.4976190476190476, 0.3897972531066056, 0.3635610766045549, 0.39056847545219636, 0.3798709227280656, 0.5525079365079365, 0.3898323898323898, 0.5673431945877766, 0.40804809225861854, 0.47318681318681316, 0.43800373068665754, 0.37717864923747274, 0.4396765157675973, 0.41177459654503323, 0.5206644061133225, 0.4818782267601165, 0.47960402799112484, 0.42275747508305644, 0.4225191275550988, 0.45197543737689716, 0.46421302578018997, 0.46997354497354493, 0.46997354497354493, 0.46918815015829946, 0.4636727688787185, 0.4636727688787185, 0.46997354497354493, 0.46997354497354493, 0.4620114185331577, 0.46918815015829946, 0.46918815015829946, 0.46918815015829946, 0.46997354497354493, 0.4636727688787185, 0.46918815015829946, 0.46997354497354493, 0.46997354497354493, 0.46918815015829946, 0.4636727688787185, 0.46997354497354493, 0.46997354497354493, 0.4636727688787185, 0.46997354497354493, 0.4636727688787185, 0.4583333333333333, 0.46175495412136636, 0.4636727688787185, 0.4636727688787185, 0.4636727688787185, 0.4899872773536895, 0.4636727688787185, 0.4636727688787185, 0.45659673659673655, 0.45659673659673655, 0.46918815015829946, 0.4636727688787185, 0.4911616161616162, 0.46918815015829946, 0.4633838383838384, 0.45659673659673655, 0.4636727688787185, 0.4620114185331577, 0.45659673659673655, 0.4582315521628499, 0.4636727688787185, 0.4636727688787185, 0.4636727688787185, 0.4582315521628499, 0.4582315521628499, 0.45659673659673655, 0.45659673659673655, 0.4636727688787185, 0.483974358974359, 0.46918815015829946, 0.46918815015829946, 0.4636727688787185, 0.46918815015829946, 0.46918815015829946, 0.4636727688787185, 0.45659673659673655, 0.4636727688787185, 0.4636727688787185, 0.45659673659673655, 0.4636727688787185, 0.4636727688787185, 0.4636727688787185, 0.46918815015829946, 0.45659673659673655, 0.45005015959872324]}
\ No newline at end of file
diff --git a/birads/three/saved/resnet50_224_3/fold0/model_acc.pth b/birads/three/saved/resnet50_224_3/fold0/model_acc.pth
new file mode 100644
index 0000000000000000000000000000000000000000..8f275e40e68b0a7c26f1d4bd0389f9bd45ac115b
--- /dev/null
+++ b/birads/three/saved/resnet50_224_3/fold0/model_acc.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:010180c37d6a7ddabe3d9be20d23685fa47c0e1b6ce71fcb221be964c5deca9d
+size 96455499
diff --git a/birads/three/saved/resnet50_224_3/fold0/model_auc.pth b/birads/three/saved/resnet50_224_3/fold0/model_auc.pth
new file mode 100644
index 0000000000000000000000000000000000000000..ae0efd328a9abe760c1f98e6e47926c46ee475bb
--- /dev/null
+++ b/birads/three/saved/resnet50_224_3/fold0/model_auc.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2a3fc3d4b2f3a768c12c3598847667a9090abcbc101928d8c4c0831c48aeadd5
+size 96455499
diff --git a/birads/three/saved/resnet50_224_3/fold0/model_f1.pth b/birads/three/saved/resnet50_224_3/fold0/model_f1.pth
new file mode 100644
index 0000000000000000000000000000000000000000..b79b20d38d2bd5a5256bfeee7b446db5829238cb
--- /dev/null
+++ b/birads/three/saved/resnet50_224_3/fold0/model_f1.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3c7648084085b4862727c9808a108798862729ef5b28592d43d90a90199af412
+size 96455171
diff --git a/birads/three/saved/resnet50_224_3/fold0/model_loss.pth b/birads/three/saved/resnet50_224_3/fold0/model_loss.pth
new file mode 100644
index 0000000000000000000000000000000000000000..295e6802f300c63b908d84c7a333e4bb16e43496
--- /dev/null
+++ b/birads/three/saved/resnet50_224_3/fold0/model_loss.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:89def69d4fc23a71ac11a18e5faf3715b09390e5516db1d3e682563bd37ff54d
+size 96455827
diff --git a/birads/three/saved/resnet50_224_3/fold1/checkpoint.pth b/birads/three/saved/resnet50_224_3/fold1/checkpoint.pth
new file mode 100644
index 0000000000000000000000000000000000000000..f7c9e28d27adf9838c783155ba8a49726a455a73
--- /dev/null
+++ b/birads/three/saved/resnet50_224_3/fold1/checkpoint.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:adb4def6ebd2104765678650a46ead096428b7204fe07d24ba2024494b0b614d
+size 96455827
diff --git a/birads/three/saved/resnet50_224_3/fold1/log.json b/birads/three/saved/resnet50_224_3/fold1/log.json
new file mode 100644
index 0000000000000000000000000000000000000000..07fd71b71ff4ed5564776cb9b40e0a73348bc46c
--- /dev/null
+++ b/birads/three/saved/resnet50_224_3/fold1/log.json
@@ -0,0 +1 @@
+{"train_loss": [0.9773326565821966, 0.844503790140152, 0.8221946805715561, 0.6898685495058695, 0.5466497838497162, 0.5939433301488558, 0.502651758491993, 0.5074722121159235, 0.37529728064934414, 0.3075425537923972, 0.45210765053828555, 0.30558138340711594, 0.3235237995783488, 0.25970974067846936, 0.24596709695955118, 0.20795707032084465, 0.2011715571085612, 0.24217711637417474, 0.16205294678608576, 0.13004005389908949, 0.23497429924706617, 0.23015731386840343, 0.16913697806497416, 0.08749137694636981, 0.08355605935988326, 0.12137493786091606, 0.06238971301354468, 0.06897023242587845, 0.048585185781121254, 0.04852534302820762, 0.03558376291766763, 0.010335497732739896, 0.026051120774354786, 0.010360005903445805, 0.011228056149169182, 0.034924308478366584, 0.02345066228493427, 0.009580374142387882, 0.005850273145673175, 0.04192636804752207, 0.0065086189764163764, 0.014844310392315188, 0.013194448576541618, 0.01174261481113111, 0.008721452177269384, 0.0049098114056202275, 0.00711060128378449, 0.005900543881580234, 0.004037034838499191, 0.008082406505612502, 0.00501570387132233, 0.009503842981454605, 0.007381616645337393, 0.007425931903223197, 0.008438070772778397, 0.008620707997276137, 0.004696691076484664, 0.006306672354791469, 0.006297892565877798, 0.004678379753992583, 0.006238851956974638, 0.006465077291068155, 0.005556863184513834, 0.005562083645296904, 0.01413640467217192, 0.0069813182756964425, 0.0062055238377070054, 0.0063118137695710175, 0.006424150617628281, 0.0062743528227050165, 0.006870817186912366, 0.006502612527886716, 0.005699448954449811, 0.004421968438691692, 0.003386390798065501, 0.00624850086751394, 0.005541742388838126, 0.004386218284101536, 0.007993772929088058, 0.005029094386069725, 0.007206720245449105, 0.006560494558167799, 0.004737588465407801, 0.005677898579354708, 0.005725555223762058, 0.007008154008265895, 0.004902858245865597, 0.006105580265284516, 0.0047298638479939354, 0.008286858297651634, 0.006323670997517183, 0.009044537907660318, 0.003733690598892281, 0.004398535067593912, 0.006214001264500742, 0.010953240317273108, 0.0037561602972952337, 0.006524937849462731, 0.00826114853650021, 0.007233293714913695], "train_acc": [0.5748663101604278, 0.6149732620320856, 0.6657754010695187, 0.7112299465240641, 0.7754010695187166, 0.7647058823529411, 0.8101604278074866, 0.7914438502673797, 0.8529411764705882, 0.8770053475935828, 0.8529411764705882, 0.893048128342246, 0.8796791443850267, 0.9037433155080213, 0.9064171122994652, 0.93048128342246, 0.9385026737967914, 0.9037433155080213, 0.9358288770053476, 0.9652406417112299, 0.9037433155080213, 0.9197860962566845, 0.9438502673796791, 0.9732620320855615, 0.9759358288770054, 0.9679144385026738, 0.9786096256684492, 0.9759358288770054, 0.9866310160427807, 0.9812834224598931, 0.9893048128342246, 0.9973262032085561, 0.9946524064171123, 1.0, 0.9973262032085561, 0.983957219251337, 0.9919786096256684, 0.9973262032085561, 1.0, 0.9919786096256684, 0.9973262032085561, 0.9946524064171123, 0.9973262032085561, 0.9973262032085561, 0.9973262032085561, 1.0, 0.9973262032085561, 0.9973262032085561, 1.0, 0.9946524064171123, 0.9973262032085561, 0.9946524064171123, 0.9973262032085561, 0.9973262032085561, 0.9973262032085561, 0.9946524064171123, 0.9973262032085561, 0.9973262032085561, 0.9973262032085561, 0.9973262032085561, 0.9973262032085561, 0.9946524064171123, 1.0, 0.9973262032085561, 0.9946524064171123, 0.9946524064171123, 0.9973262032085561, 0.9946524064171123, 0.9973262032085561, 0.9946524064171123, 0.9946524064171123, 0.9973262032085561, 0.9973262032085561, 1.0, 1.0, 0.9973262032085561, 0.9973262032085561, 0.9973262032085561, 0.9973262032085561, 0.9973262032085561, 0.9973262032085561, 0.9973262032085561, 1.0, 0.9973262032085561, 0.9973262032085561, 0.9973262032085561, 0.9973262032085561, 0.9973262032085561, 1.0, 0.9946524064171123, 0.9946524064171123, 0.9973262032085561, 1.0, 0.9973262032085561, 0.9946524064171123, 0.9973262032085561, 0.9973262032085561, 0.9973262032085561, 0.9946524064171123, 0.9946524064171123], "test_loss": [0.9463231563568115, 5.406221178049843, 1.1795591438810031, 1.4035052408774693, 1.3691580866773922, 2.4532436206936836, 1.665818452835083, 0.7766124804814657, 0.8835343321164449, 1.2009528875350952, 1.4085258866349857, 1.1006949543952942, 1.099075456460317, 1.5548853476842244, 1.6184580822785695, 1.1868733614683151, 2.0137175718943277, 1.1924298803011577, 1.8822037507003795, 3.1641404283388206, 1.5383632977803547, 1.3434953292210896, 1.5916732748349507, 2.081877738237381, 1.763895074526469, 2.5922713230053582, 1.3820492029190063, 1.4857837756474812, 1.8056476910909016, 1.8095431129137676, 1.8328734934329987, 1.746600866317749, 1.874974285562833, 1.766792396704356, 1.8229849934577942, 1.7403722355763118, 1.5982156991958618, 1.6555996934572856, 1.7144854813814163, 1.6381856203079224, 1.72264297803243, 1.791078304251035, 1.7336602707703908, 1.8229336589574814, 1.7799924711386363, 1.8266858110825221, 1.8372014512618382, 1.764988253513972, 1.7626666029294331, 1.72986434896787, 1.8323730180660884, 1.7830273509025574, 1.792984555164973, 1.8439409236113231, 1.7422548085451126, 1.7383839984734852, 1.7300857404867809, 1.8305180370807648, 1.7786463250716527, 1.8117884248495102, 1.7523457010587056, 1.79182834426562, 1.8531767030556996, 1.8220196564992268, 1.8143340696891148, 1.8780912657578785, 1.8095301240682602, 1.7904227922360103, 1.8433555513620377, 1.7741579314072926, 1.7974626123905182, 1.8911051154136658, 1.808237910270691, 1.8117892344792683, 1.7783323129018147, 1.9021755307912827, 1.8157026718060176, 1.823999320467313, 1.780518223841985, 1.7862949470678966, 1.8118625084559123, 1.7884858051935832, 1.7959683736165364, 1.7884156008561451, 1.8306480944156647, 1.8687483568986256, 1.8275547722975414, 1.8313874055941899, 1.7696184913317363, 1.7857185353835423, 1.7805327077706654, 1.8550151387850444, 1.8121690551439922, 1.8255883157253265, 1.7901708980401356, 1.7577166457970936, 1.8259620368480682, 1.8405590107043583, 1.8482941289742787, 1.778607537349065], "test_acc": [0.6170212765957447, 0.6170212765957447, 0.6276595744680851, 0.648936170212766, 0.6595744680851063, 0.648936170212766, 0.5531914893617021, 0.6063829787234043, 0.6170212765957447, 0.5212765957446809, 0.6808510638297872, 0.5212765957446809, 0.6382978723404256, 0.5851063829787234, 0.6808510638297872, 0.7340425531914894, 0.43617021276595747, 0.6276595744680851, 0.6808510638297872, 0.6702127659574468, 0.6063829787234043, 0.5425531914893617, 0.7021276595744681, 0.7127659574468085, 0.6276595744680851, 0.6595744680851063, 0.648936170212766, 0.648936170212766, 0.7127659574468085, 0.6808510638297872, 0.7127659574468085, 0.723404255319149, 0.7340425531914894, 0.7340425531914894, 0.7340425531914894, 0.7340425531914894, 0.7127659574468085, 0.7340425531914894, 0.7340425531914894, 0.7127659574468085, 0.7553191489361702, 0.7446808510638298, 0.7446808510638298, 0.7340425531914894, 0.723404255319149, 0.7340425531914894, 0.7446808510638298, 0.723404255319149, 0.723404255319149, 0.723404255319149, 0.7446808510638298, 0.7340425531914894, 0.7340425531914894, 0.7553191489361702, 0.723404255319149, 0.7553191489361702, 0.7446808510638298, 0.7340425531914894, 0.7553191489361702, 0.7446808510638298, 0.7127659574468085, 0.7553191489361702, 0.7553191489361702, 0.7340425531914894, 0.7446808510638298, 0.7446808510638298, 0.7553191489361702, 0.7340425531914894, 0.7446808510638298, 0.7446808510638298, 0.7446808510638298, 0.7446808510638298, 0.7340425531914894, 0.7340425531914894, 0.723404255319149, 0.7446808510638298, 0.7340425531914894, 0.7553191489361702, 0.723404255319149, 0.7446808510638298, 0.7446808510638298, 0.7340425531914894, 0.7340425531914894, 0.7446808510638298, 0.7340425531914894, 0.7340425531914894, 0.7340425531914894, 0.7340425531914894, 0.7446808510638298, 0.7127659574468085, 0.7446808510638298, 0.7446808510638298, 0.7340425531914894, 0.7340425531914894, 0.7340425531914894, 0.723404255319149, 0.7340425531914894, 0.7340425531914894, 0.7553191489361702, 0.723404255319149], "test_auc": [0.51927526496492, 0.6377153099135858, 0.6852973495214876, 0.721386483886484, 0.7503011436201091, 0.6384510125889437, 0.6660506957920752, 0.7895278731485629, 0.7623976837338905, 0.694946799688179, 0.7372358643910367, 0.7813523162661093, 0.747514554411106, 0.6904076686404274, 0.6914976945149359, 0.765078535768191, 0.6850153837222802, 0.7441203911031499, 0.768150719012788, 0.7565535278897348, 0.7479958658837967, 0.6722110265213713, 0.7516087600139324, 0.736522449453484, 0.7455940770595944, 0.6954147385181869, 0.6970056683418752, 0.7383816614420063, 0.7154157544243751, 0.7398428040669419, 0.7605926879633776, 0.7468583619445687, 0.7563609203695411, 0.7515913444792756, 0.7554244207261448, 0.7778681726957588, 0.7735488091091539, 0.7826511212287074, 0.7818310361413809, 0.7713554883813506, 0.7855320445837687, 0.7836745948814915, 0.7830708563467184, 0.7841683460217942, 0.7854312832761109, 0.7824039864988142, 0.7836455689903966, 0.7819683908045977, 0.7809378680068336, 0.7844287497304739, 0.7846907083976049, 0.7831588669950739, 0.7818012846030088, 0.7796744124330331, 0.7784909853875371, 0.7785340059046956, 0.7746726294140087, 0.7764513982186396, 0.7739758006999388, 0.774280883548125, 0.774280883548125, 0.7746504453401005, 0.7725888814250883, 0.7756168001857656, 0.7766905508284818, 0.7737659849728815, 0.772001314458211, 0.773097871158216, 0.7744335804680632, 0.7740483654276757, 0.7716890788011478, 0.7751520749365577, 0.7718483065465825, 0.7732349148297425, 0.77362012987013, 0.7742448085120498, 0.777677949445191, 0.7750431241810553, 0.7763568567447878, 0.7761386442420924, 0.7717107445555721, 0.7751590204176412, 0.7751443001443001, 0.7736705105239589, 0.7754064661392248, 0.7761030875255014, 0.7769811207311208, 0.7756966213862766, 0.7728574745816125, 0.7767269368562472, 0.7738740027533132, 0.7725389154268464, 0.7729957622199001, 0.7714061800268697, 0.7733155653414275, 0.7748834817800335, 0.7764589656831036, 0.7727785863561726, 0.7723063973063974, 0.7699901311970279], "test_f1": [0.2543859649122807, 0.2543859649122807, 0.30789302022178733, 0.33950782997762863, 0.39126305792972454, 0.33711262282690857, 0.39361702127659576, 0.5551899081310846, 0.5620593064812132, 0.4572610185513411, 0.48954093170511087, 0.49196950710108606, 0.5917333832732493, 0.5002279202279202, 0.5177650007371369, 0.5953902271837054, 0.39971193415637857, 0.5137485970819303, 0.41261722080136404, 0.46013986013986014, 0.4669343002676336, 0.4858668410155824, 0.5035548941798942, 0.4900560224089636, 0.4842083069787055, 0.42588906092555723, 0.5162196679438059, 0.5355001222792858, 0.588435985895151, 0.5659276396118501, 0.5605962059620596, 0.5914141414141415, 0.593681092090424, 0.593681092090424, 0.593681092090424, 0.593681092090424, 0.5786777893208049, 0.5934959349593495, 0.5960573476702509, 0.5891737891737892, 0.6206086956521739, 0.6067845198279981, 0.6095541079634399, 0.5898078529657477, 0.5818119658119658, 0.5898078529657477, 0.597638395887013, 0.5793906810035843, 0.5818119658119658, 0.5793906810035843, 0.597638395887013, 0.5896905027339809, 0.5898078529657477, 0.6150542371014812, 0.5793906810035843, 0.6178839082064889, 0.6146667520874709, 0.5872753623188406, 0.6226137788901965, 0.6043340724316334, 0.584226534978929, 0.6226137788901965, 0.6229508196721311, 0.5960102167641592, 0.6095541079634399, 0.5868246336996337, 0.6226137788901965, 0.5960102167641592, 0.6039420289855073, 0.6095541079634399, 0.6145646185171877, 0.5868246336996337, 0.6065656565656566, 0.6065656565656566, 0.5915503875968992, 0.5839520059992501, 0.5960102167641592, 0.6122174122174123, 0.5859416233506597, 0.6095541079634399, 0.6145646185171877, 0.5960102167641592, 0.5960102167641592, 0.6145646185171877, 0.5898078529657477, 0.5898078529657477, 0.5898078529657477, 0.5896905027339809, 0.6145646185171877, 0.5718428184281843, 0.6145646185171877, 0.6043340724316334, 0.6016454220468873, 0.6065656565656566, 0.5960102167641592, 0.5859416233506597, 0.5898078529657477, 0.5760743321718932, 0.6178839082064889, 0.5988999236058059]}
\ No newline at end of file
diff --git a/birads/three/saved/resnet50_224_3/fold1/model_acc.pth b/birads/three/saved/resnet50_224_3/fold1/model_acc.pth
new file mode 100644
index 0000000000000000000000000000000000000000..a6b20ffb9beb32f131a9d38ac0947b02837e13f1
--- /dev/null
+++ b/birads/three/saved/resnet50_224_3/fold1/model_acc.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:24d12e3ac9dcd30164268e844776761c3dfd99bcab79cf4376fc0596a0bd4f51
+size 96455499
diff --git a/birads/three/saved/resnet50_224_3/fold1/model_auc.pth b/birads/three/saved/resnet50_224_3/fold1/model_auc.pth
new file mode 100644
index 0000000000000000000000000000000000000000..c4dac1674c47fe4b063d01409297df64e744d9ec
--- /dev/null
+++ b/birads/three/saved/resnet50_224_3/fold1/model_auc.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:07e388893140d499747180a46177c60e4f8171d24bb17fdd7534e532fda0c0fc
+size 96455499
diff --git a/birads/three/saved/resnet50_224_3/fold1/model_f1.pth b/birads/three/saved/resnet50_224_3/fold1/model_f1.pth
new file mode 100644
index 0000000000000000000000000000000000000000..a87918aaafe81f9ec1a4b2ad7e523d6b987ffec9
--- /dev/null
+++ b/birads/three/saved/resnet50_224_3/fold1/model_f1.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:55bed76508429d3f79dcc208ac9e5cfdaf517017ad85686fc8a6fb30dec5584a
+size 96455171
diff --git a/birads/three/saved/resnet50_224_3/fold1/model_loss.pth b/birads/three/saved/resnet50_224_3/fold1/model_loss.pth
new file mode 100644
index 0000000000000000000000000000000000000000..ad2b0d1797be5e4c56a19eb0e20dc8d124a8f9fe
--- /dev/null
+++ b/birads/three/saved/resnet50_224_3/fold1/model_loss.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:953667fbd7e7a65a277f07aa5d55ac2089ddd3d5055b8d79668487e21cee0fd0
+size 96455827
diff --git a/birads/three/saved/resnet50_224_3/fold2/checkpoint.pth b/birads/three/saved/resnet50_224_3/fold2/checkpoint.pth
new file mode 100644
index 0000000000000000000000000000000000000000..ed3ce4a501f0871403138d388f60e454e44a44be
--- /dev/null
+++ b/birads/three/saved/resnet50_224_3/fold2/checkpoint.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7ceb1b5a092ce44291d3e986bc410dbe52d0d17383b5e38337ed0bae2373657b
+size 96455827
diff --git a/birads/three/saved/resnet50_224_3/fold2/log.json b/birads/three/saved/resnet50_224_3/fold2/log.json
new file mode 100644
index 0000000000000000000000000000000000000000..7fd1d708a68f9a2e51d923f756eb4ac75ed52eb9
--- /dev/null
+++ b/birads/three/saved/resnet50_224_3/fold2/log.json
@@ -0,0 +1 @@
+{"train_loss": [0.9703531215588251, 0.8921542167663574, 0.8082035283247629, 0.809359148144722, 0.6594943155845007, 0.544723741710186, 0.46619783093531925, 0.47496408472458523, 0.4368063087264697, 0.4700124648710092, 0.3008945845067501, 0.28427269992729026, 0.27565434326728183, 0.2607014694561561, 0.14683473855257034, 0.14445804183681807, 0.14303624288489422, 0.13513186511894068, 0.17792590676496425, 0.14915078226476908, 0.15055235475301743, 0.14142689233024916, 0.09485407235721748, 0.07467120032136638, 0.05091885077611854, 0.08885119024974604, 0.06576785452974339, 0.10185590821007888, 0.11157682134459417, 0.08539494080469012, 0.08053036538573603, 0.04488897773747643, 0.027445729860725503, 0.028340069848733645, 0.02870378443428005, 0.013283656813049069, 0.018612824079658214, 0.007511368312407285, 0.015082553213384623, 0.01682958744155864, 0.009917693212628365, 0.0091549195543242, 0.018156783112014335, 0.009534254282092055, 0.01264275509553651, 0.0074246026342734694, 0.008856442398003614, 0.0064783934455287335, 0.008243678787645573, 0.007530829471458371, 0.005766226866398938, 0.007548534345308629, 0.006958237684254224, 0.006255494530099289, 0.006803241665087019, 0.007305998859616618, 0.006484051438746974, 0.0077747735267621465, 0.004939613463648129, 0.003980901317845564, 0.004683874707552604, 0.005804347473410114, 0.0060764332592953, 0.0062196200936644646, 0.005391992774093524, 0.007526135945226997, 0.009123105647934912, 0.005032713073887862, 0.006909173779907481, 0.005299356756343816, 0.009509706998263331, 0.0065000098329619505, 0.0064220087612435845, 0.010509804512063662, 0.004411634261487052, 0.006383294346354281, 0.00587224177919173, 0.005611099926075743, 0.0062938779349982115, 0.004977896164443034, 0.004875963102676906, 0.007472983411086413, 0.006195081829597863, 0.005200874695826012, 0.006016432686010376, 0.008586054430149185, 0.006184928385967699, 0.005422340412527167, 0.0057892304854855565, 0.006357215777825331, 0.006347357545261427, 0.005688278518694763, 0.0058351970607570065, 0.006067635663688027, 0.0041249123751185834, 0.010760471666192947, 0.0035963980092977486, 0.0072624827492594095, 0.008088766269793268, 0.008370647148694843], "train_acc": [0.5748663101604278, 0.6149732620320856, 0.6363636363636364, 0.6631016042780749, 0.6951871657754011, 0.7647058823529411, 0.8101604278074866, 0.7994652406417112, 0.8449197860962567, 0.839572192513369, 0.8716577540106952, 0.893048128342246, 0.8877005347593583, 0.9171122994652406, 0.9518716577540107, 0.9598930481283422, 0.9572192513368984, 0.9572192513368984, 0.9411764705882353, 0.9545454545454546, 0.9491978609625669, 0.9518716577540107, 0.9759358288770054, 0.9732620320855615, 0.983957219251337, 0.9786096256684492, 0.9732620320855615, 0.9705882352941176, 0.9598930481283422, 0.9759358288770054, 0.9732620320855615, 0.9866310160427807, 0.9919786096256684, 0.9919786096256684, 0.9919786096256684, 0.9973262032085561, 0.9946524064171123, 1.0, 0.9973262032085561, 0.9946524064171123, 1.0, 0.9973262032085561, 0.9919786096256684, 0.9973262032085561, 0.9946524064171123, 1.0, 0.9973262032085561, 0.9973262032085561, 0.9946524064171123, 0.9973262032085561, 0.9973262032085561, 1.0, 0.9973262032085561, 1.0, 0.9946524064171123, 0.9946524064171123, 0.9973262032085561, 0.9946524064171123, 0.9973262032085561, 1.0, 0.9973262032085561, 0.9973262032085561, 1.0, 0.9973262032085561, 0.9973262032085561, 0.9946524064171123, 0.9973262032085561, 0.9973262032085561, 0.9973262032085561, 1.0, 0.9946524064171123, 0.9946524064171123, 0.9946524064171123, 0.9946524064171123, 1.0, 0.9973262032085561, 0.9973262032085561, 1.0, 0.9946524064171123, 1.0, 0.9973262032085561, 0.9973262032085561, 0.9946524064171123, 1.0, 0.9973262032085561, 0.9946524064171123, 0.9973262032085561, 0.9973262032085561, 0.9973262032085561, 0.9973262032085561, 0.9973262032085561, 0.9973262032085561, 0.9973262032085561, 0.9973262032085561, 1.0, 0.9946524064171123, 1.0, 0.9973262032085561, 0.9946524064171123, 0.9946524064171123], "test_loss": [0.9120675325393677, 1.172485465804736, 3.330311320722103, 0.7797642548878988, 0.9758778611818949, 0.893016904592514, 2.408520732074976, 1.1536635234951973, 3.6789626128932773, 0.9875351190567017, 1.353760153055191, 1.6264292113482952, 2.9065428669564426, 0.9916443626085917, 1.480481172601382, 1.7716554005940754, 2.097429116566976, 1.305575097600619, 2.724387550416092, 1.7003639262790482, 1.7812462076544762, 1.4642340342203777, 1.4765010178089142, 1.4479247257113457, 1.7101363617305954, 2.2441724066932998, 2.1045925727521535, 1.8825654260193307, 2.242872635523478, 2.851992675413688, 2.5974032369752726, 2.1244376798470817, 2.2965303721527257, 2.2451954210797944, 2.2692666525642076, 2.2352850126723447, 2.0651121884584427, 2.1967737128337226, 2.406905005375544, 2.0317673794925213, 2.2304826068381467, 2.201002856095632, 2.1642781496047974, 2.2236840277910233, 2.2176905622084937, 2.1745121305187545, 2.307230904698372, 2.2225037490328154, 2.242810972034931, 2.21753970036904, 2.4162215491135917, 2.335811977585157, 2.304628685116768, 2.346147693693638, 2.2647997811436653, 2.25811410198609, 2.2579551339149475, 2.387337719400724, 2.3449056620399156, 2.3814500346779823, 2.3007430036862693, 2.3795755952596664, 2.392643377184868, 2.3596113423506417, 2.3226643949747086, 2.5067471464474997, 2.308043919503689, 2.379149153828621, 2.426968385775884, 2.352698154747486, 2.2976469323039055, 2.4430767397085824, 2.3112739672263465, 2.3475892171263695, 2.3248503220578036, 2.467147452135881, 2.404851034283638, 2.457526502509912, 2.3204004988074303, 2.3404850314060845, 2.339079295595487, 2.340935351947943, 2.3498046919703484, 2.3635317037502923, 2.488803210357825, 2.5285418207446733, 2.4656599586208663, 2.411975286900997, 2.3038892187178135, 2.303037571410338, 2.256758307417234, 2.4968161260088286, 2.4036270901560783, 2.3141553550958633, 2.4141305088996887, 2.333259960015615, 2.437016966442267, 2.4645043288668, 2.3408112029234567, 2.262354724109173], "test_acc": [0.6170212765957447, 0.6276595744680851, 0.6170212765957447, 0.7127659574468085, 0.6808510638297872, 0.723404255319149, 0.6595744680851063, 0.648936170212766, 0.6170212765957447, 0.6595744680851063, 0.7127659574468085, 0.6808510638297872, 0.6702127659574468, 0.6914893617021277, 0.7340425531914894, 0.6595744680851063, 0.5957446808510638, 0.7021276595744681, 0.6914893617021277, 0.6595744680851063, 0.7446808510638298, 0.6702127659574468, 0.7446808510638298, 0.7553191489361702, 0.6808510638297872, 0.7021276595744681, 0.7021276595744681, 0.723404255319149, 0.5106382978723404, 0.6914893617021277, 0.7127659574468085, 0.7127659574468085, 0.7021276595744681, 0.7021276595744681, 0.7021276595744681, 0.7021276595744681, 0.7127659574468085, 0.7021276595744681, 0.7021276595744681, 0.7553191489361702, 0.723404255319149, 0.7340425531914894, 0.7340425531914894, 0.7340425531914894, 0.7340425531914894, 0.7340425531914894, 0.7127659574468085, 0.7340425531914894, 0.7340425531914894, 0.7340425531914894, 0.7127659574468085, 0.7127659574468085, 0.723404255319149, 0.723404255319149, 0.7446808510638298, 0.723404255319149, 0.7446808510638298, 0.7340425531914894, 0.723404255319149, 0.723404255319149, 0.723404255319149, 0.7340425531914894, 0.723404255319149, 0.723404255319149, 0.7340425531914894, 0.7127659574468085, 0.7340425531914894, 0.723404255319149, 0.723404255319149, 0.723404255319149, 0.7553191489361702, 0.723404255319149, 0.7340425531914894, 0.7340425531914894, 0.7446808510638298, 0.723404255319149, 0.723404255319149, 0.723404255319149, 0.7446808510638298, 0.7340425531914894, 0.7340425531914894, 0.7340425531914894, 0.7340425531914894, 0.7340425531914894, 0.723404255319149, 0.7127659574468085, 0.723404255319149, 0.7340425531914894, 0.7553191489361702, 0.7340425531914894, 0.7340425531914894, 0.723404255319149, 0.723404255319149, 0.7446808510638298, 0.723404255319149, 0.7340425531914894, 0.723404255319149, 0.723404255319149, 0.7446808510638298, 0.7446808510638298], "test_auc": [0.6365915042157906, 0.6994785882208369, 0.6555506814159765, 0.8084762408598142, 0.7623341525002784, 0.8138374986095492, 0.735507155301073, 0.795562176544514, 0.760455022712685, 0.7290674505115994, 0.7718613833206184, 0.8159738099898596, 0.7457689846474914, 0.7661382841677086, 0.7975774211124845, 0.7153657782480695, 0.6996086752913152, 0.8165407251298578, 0.8081618306986843, 0.8291119314846007, 0.7600677862184432, 0.7721435393013337, 0.7977965134108307, 0.8026896138724909, 0.8145999228626929, 0.746929356403082, 0.8106788745957131, 0.8443010364191793, 0.7369732273691679, 0.7741100215845824, 0.7736226260089328, 0.7861260097650705, 0.799528870885505, 0.7949034771132819, 0.7976920294851705, 0.8011408471225511, 0.800946818199049, 0.8015046128140403, 0.8059438962386843, 0.8012590057779319, 0.8115899064632445, 0.8069581010425728, 0.8114384508520186, 0.8088920910115948, 0.8098563570661735, 0.8099571883533776, 0.8121167290603992, 0.8107472135686903, 0.8089783238605541, 0.8088604334190461, 0.8106073592519044, 0.8125603159523993, 0.810944925210709, 0.813387724833997, 0.8119210607736004, 0.8137161502144211, 0.8122875553950216, 0.812165982234997, 0.8126775208191953, 0.8137749613282388, 0.8129733348184862, 0.8127817666110433, 0.8122546758000159, 0.8139790846187062, 0.811604504901489, 0.8143126996451215, 0.8112315986316193, 0.8120389512151084, 0.811476520093016, 0.812177583529437, 0.8090727434993096, 0.8131507219485238, 0.8113739136644643, 0.8119119201952198, 0.8105957579574645, 0.8108322244151923, 0.8123490954387713, 0.8110716880167249, 0.8111191660499752, 0.8125949706887524, 0.8113504428617119, 0.811316877691994, 0.8105658755062634, 0.8090873419375542, 0.8123698373115918, 0.814073236043589, 0.8131598625269044, 0.8139519310974369, 0.8093122071008422, 0.8116544436507988, 0.8090846130076222, 0.8122808755327003, 0.8102646036471084, 0.8118256873462605, 0.8122991566894616, 0.8105984868873964, 0.811547200715146, 0.8131653203867684, 0.8077474406831735, 0.8098447557717336], "test_f1": [0.2543859649122807, 0.28444444444444444, 0.2543859649122807, 0.5324037706205812, 0.4681318681318681, 0.5430791575889615, 0.39185376027481283, 0.4119713261648746, 0.2560706401766005, 0.5105216622458002, 0.5815670127700202, 0.43670890194776885, 0.4250965929048121, 0.5515371102327623, 0.5301612239554109, 0.5550708891232331, 0.45849990481629543, 0.5662281840913836, 0.4222222222222222, 0.3828054298642534, 0.5440322470451595, 0.5409509584266866, 0.6058206106870229, 0.5590538660306102, 0.5022341719480187, 0.5072502043639565, 0.4766641232468571, 0.5473856209150326, 0.4488095238095238, 0.4723499361430396, 0.5089539007092199, 0.5183307899135238, 0.5005952380952381, 0.5005952380952381, 0.5005952380952381, 0.5005952380952381, 0.5183307899135238, 0.5005952380952381, 0.5005952380952381, 0.6028322440087146, 0.5351662404092071, 0.547930283224401, 0.547930283224401, 0.547930283224401, 0.5714899098325462, 0.547930283224401, 0.5183307899135238, 0.5511817865832465, 0.5511817865832465, 0.5511817865832465, 0.5183307899135238, 0.5183307899135238, 0.5351662404092071, 0.5351662404092071, 0.5875350140056023, 0.5351662404092071, 0.5875350140056023, 0.5714899098325462, 0.5351662404092071, 0.5351662404092071, 0.5351662404092071, 0.5714899098325462, 0.5351662404092071, 0.5351662404092071, 0.5714899098325462, 0.5183307899135238, 0.5714899098325462, 0.5351662404092071, 0.5351662404092071, 0.5351662404092071, 0.6028322440087146, 0.5351662404092071, 0.5511817865832465, 0.5714899098325462, 0.5875350140056023, 0.5351662404092071, 0.5351662404092071, 0.5351662404092071, 0.5875350140056023, 0.5714899098325462, 0.5714899098325462, 0.5714899098325462, 0.5714899098325462, 0.5714899098325462, 0.5351662404092071, 0.5183307899135238, 0.5351662404092071, 0.5714899098325462, 0.6028322440087146, 0.5714899098325462, 0.5714899098325462, 0.5351662404092071, 0.5351662404092071, 0.5875350140056023, 0.5351662404092071, 0.5714899098325462, 0.5351662404092071, 0.5351662404092071, 0.5875350140056023, 0.5875350140056023]}
\ No newline at end of file
diff --git a/birads/three/saved/resnet50_224_3/fold2/model_acc.pth b/birads/three/saved/resnet50_224_3/fold2/model_acc.pth
new file mode 100644
index 0000000000000000000000000000000000000000..1b7f5a37c554c4905f9f5166f6e394bf644a6212
--- /dev/null
+++ b/birads/three/saved/resnet50_224_3/fold2/model_acc.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9214d650f5d9fa2e01be599a2319cd862438881f9f9b418603fd64af22f0a4b4
+size 96455499
diff --git a/birads/three/saved/resnet50_224_3/fold2/model_auc.pth b/birads/three/saved/resnet50_224_3/fold2/model_auc.pth
new file mode 100644
index 0000000000000000000000000000000000000000..32e8ee441ad402fb0f879dd95e478400b935f240
--- /dev/null
+++ b/birads/three/saved/resnet50_224_3/fold2/model_auc.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8a9a8def12cad393513f08457369ab63a83a9fc22fc5b51f77792216fcce7cbd
+size 96455499
diff --git a/birads/three/saved/resnet50_224_3/fold2/model_f1.pth b/birads/three/saved/resnet50_224_3/fold2/model_f1.pth
new file mode 100644
index 0000000000000000000000000000000000000000..ba03ec0a0469ad672bea451349e044a59c41c8de
--- /dev/null
+++ b/birads/three/saved/resnet50_224_3/fold2/model_f1.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:563bac003bc41be2434532d3912dc3d6c27f547233fa2683a1996f975b2a55d1
+size 96455171
diff --git a/birads/three/saved/resnet50_224_3/fold2/model_loss.pth b/birads/three/saved/resnet50_224_3/fold2/model_loss.pth
new file mode 100644
index 0000000000000000000000000000000000000000..1708ac7e0385bf34bd47408acab1ee08c28b5dbe
--- /dev/null
+++ b/birads/three/saved/resnet50_224_3/fold2/model_loss.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6e901d0855a6aea955cd4d8883080ddba2f5d21f296899c9460193482561ce76
+size 96455827
diff --git a/birads/three/saved/resnet50_224_3/fold3/checkpoint.pth b/birads/three/saved/resnet50_224_3/fold3/checkpoint.pth
new file mode 100644
index 0000000000000000000000000000000000000000..f291b8d9a25b1ba6d886829df2969a523b24e745
--- /dev/null
+++ b/birads/three/saved/resnet50_224_3/fold3/checkpoint.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b418620eed63700cfdbacd2312f90d37172659bcb1281d8ddb4d3a7416ce8d84
+size 96455827
diff --git a/birads/three/saved/resnet50_224_3/fold3/log.json b/birads/three/saved/resnet50_224_3/fold3/log.json
new file mode 100644
index 0000000000000000000000000000000000000000..aa297d408750a98df3169c91ef3e087af6c8cf61
--- /dev/null
+++ b/birads/three/saved/resnet50_224_3/fold3/log.json
@@ -0,0 +1 @@
+{"train_loss": [1.0011748919884365, 0.8479343752066294, 0.8291186541318893, 0.6978022406498591, 0.5309580440322558, 0.5639776115616163, 0.44790424903233844, 0.43865057577689487, 0.43403709555665654, 0.39836561928192776, 0.32771562101940316, 0.2433519164721171, 0.30094419543941814, 0.25979545898735523, 0.18195592984557152, 0.14597579766996205, 0.16996839984009662, 0.13111089573552212, 0.199528144672513, 0.18844551717241606, 0.17608739994466305, 0.1623401247585813, 0.20508028473705053, 0.11634003464132547, 0.12534052428478995, 0.07442484547694524, 0.08937421541971464, 0.13690481497906148, 0.07565715125141044, 0.11660992990558346, 0.0746232148570319, 0.08209067202794056, 0.03996597275060291, 0.04307467781472951, 0.016378950250024598, 0.015502156456932425, 0.026004035491496325, 0.011023243307136, 0.009667189015696446, 0.008572147732290128, 0.00826187131072705, 0.009735010098665953, 0.009246162924682721, 0.008835803891997784, 0.01154851890169084, 0.006481872949128349, 0.012192447941439847, 0.008034155878704041, 0.0076039753524431335, 0.008628675360038566, 0.00604676788013118, 0.01602426657336764, 0.006508542729231219, 0.0059373140829848126, 0.007303716032765806, 0.014901479422405828, 0.006813873595092446, 0.008679605060024187, 0.008771543332841247, 0.005048916481124858, 0.004723736861099799, 0.011593226314289495, 0.006246065468682597, 0.007332077342046735, 0.007235653378302231, 0.006384031071017186, 0.00958761791116558, 0.007993967602184663, 0.006831792188071025, 0.009741950324193263, 0.005804050621615413, 0.008267725662638744, 0.00974429858615622, 0.01012103140722805, 0.015228574508607077, 0.006676554631364222, 0.009939195908373222, 0.012283067859243602, 0.008811312339579066, 0.007363869381758074, 0.0039052198990248144, 0.004656897998453739, 0.00826723348776189, 0.006450833452011769, 0.005902016321973254, 0.0057724183473813655, 0.006514786048986328, 0.003421456160140224, 0.006878945690308076, 0.005979130626656115, 0.009478516794236688, 0.004554116535776605, 0.008831445108323047, 0.004608893238279658, 0.005774816483608447, 0.002935383963631466, 0.00441275279445108, 0.006690827047956797, 0.011955794883154644, 0.0037576473187073134], "train_acc": [0.5946666666666667, 0.624, 0.688, 0.7173333333333334, 0.7866666666666666, 0.7813333333333333, 0.8373333333333334, 0.824, 0.84, 0.824, 0.896, 0.904, 0.872, 0.904, 0.9493333333333334, 0.96, 0.9546666666666667, 0.9573333333333334, 0.9306666666666666, 0.9253333333333333, 0.9413333333333334, 0.9386666666666666, 0.9493333333333334, 0.9573333333333334, 0.9653333333333334, 0.9813333333333333, 0.9706666666666667, 0.9626666666666667, 0.9733333333333334, 0.96, 0.9706666666666667, 0.9706666666666667, 0.992, 0.9946666666666667, 0.9946666666666667, 0.9946666666666667, 0.9893333333333333, 0.9973333333333333, 0.9973333333333333, 1.0, 1.0, 0.9973333333333333, 0.9946666666666667, 0.9973333333333333, 0.9973333333333333, 1.0, 0.9973333333333333, 0.9973333333333333, 0.9973333333333333, 0.9973333333333333, 1.0, 0.9946666666666667, 0.9973333333333333, 0.9973333333333333, 0.9973333333333333, 0.9946666666666667, 0.9973333333333333, 0.9973333333333333, 0.9973333333333333, 1.0, 0.9973333333333333, 0.9973333333333333, 0.9973333333333333, 0.9973333333333333, 0.9973333333333333, 0.9946666666666667, 0.9946666666666667, 0.9946666666666667, 0.9973333333333333, 0.9973333333333333, 0.9973333333333333, 0.9946666666666667, 0.9973333333333333, 0.9946666666666667, 0.9946666666666667, 0.9946666666666667, 0.9973333333333333, 0.9946666666666667, 0.9946666666666667, 0.9973333333333333, 0.9973333333333333, 1.0, 0.9946666666666667, 1.0, 0.9973333333333333, 0.9973333333333333, 0.9973333333333333, 1.0, 0.9973333333333333, 0.9973333333333333, 0.9973333333333333, 0.9973333333333333, 0.9973333333333333, 1.0, 0.9973333333333333, 1.0, 1.0, 0.9973333333333333, 0.992, 1.0], "test_loss": [0.9322033524513245, 5.569895630081494, 0.9167795777320862, 0.7159614861011505, 1.01450581351916, 0.7150270541508993, 4.158084783703089, 1.2543153564135234, 1.391469379266103, 0.8537344137827555, 1.113136092821757, 1.7995203733444214, 1.939203401406606, 1.1118112901846569, 2.695988247791926, 1.7431875467300415, 1.1420843948920567, 1.8833410143852234, 1.3633108114202817, 2.9031419567763805, 1.3461871047814686, 1.7012368043263753, 2.110710779825846, 1.6665873378515244, 1.9485182116429012, 2.6872387329737344, 2.135573521256447, 1.7126869161923726, 2.5122501452763877, 5.14952138500909, 3.054839700460434, 2.582347790400187, 2.6837426126003265, 2.6302023380994797, 2.7958852350711823, 2.9632919232050576, 2.748956327637037, 2.6749994407097497, 2.6271205246448517, 2.6435505052407584, 2.7103185057640076, 2.7926441182692847, 2.9709254652261734, 3.0956527727345624, 2.9828152507543564, 2.791699598232905, 2.804333969950676, 2.9519052455822625, 2.827740187446276, 2.9369125266869864, 2.8782013406356177, 3.0734884267052016, 2.971170132358869, 2.9762570510307946, 2.8768357932567596, 3.071930060784022, 2.9926168993115425, 3.017154075205326, 2.999138062198957, 2.997934579849243, 3.0017586251099906, 2.9764037231604257, 3.040530818204085, 3.1880228792627654, 3.114762656390667, 3.0948829328020415, 3.1827961454788842, 3.081461615860462, 3.243866885701815, 3.040787950158119, 3.111403246720632, 3.0251705572009087, 3.0659723430871964, 2.995885026951631, 3.255355050166448, 3.065278224647045, 3.024482935667038, 3.085801988840103, 3.00866869588693, 3.0673379004001617, 3.275602735579014, 3.157076316575209, 3.1542298371593156, 3.166611224412918, 3.0771271909276643, 3.1101369063059487, 3.069140444199244, 3.1182727441191673, 3.199651874601841, 3.086587148408095, 3.210415281355381, 3.076555681725343, 3.1213292305668197, 3.1010768512884774, 3.1229160775740943, 3.1301539540290833, 3.1537382726867995, 3.155083147188028, 3.224974593768517, 3.1098747625947], "test_acc": [0.6129032258064516, 0.6129032258064516, 0.6881720430107527, 0.6989247311827957, 0.7096774193548387, 0.7204301075268817, 0.6236559139784946, 0.5161290322580645, 0.6451612903225806, 0.6774193548387096, 0.6989247311827957, 0.6344086021505376, 0.6129032258064516, 0.6881720430107527, 0.6451612903225806, 0.46236559139784944, 0.6989247311827957, 0.6666666666666666, 0.7096774193548387, 0.6344086021505376, 0.6559139784946236, 0.6451612903225806, 0.6021505376344086, 0.6881720430107527, 0.6236559139784946, 0.6774193548387096, 0.6989247311827957, 0.6559139784946236, 0.6559139784946236, 0.6129032258064516, 0.6129032258064516, 0.6236559139784946, 0.6344086021505376, 0.6344086021505376, 0.6236559139784946, 0.6236559139784946, 0.6236559139784946, 0.6236559139784946, 0.6236559139784946, 0.6236559139784946, 0.6236559139784946, 0.6236559139784946, 0.6236559139784946, 0.6236559139784946, 0.6236559139784946, 0.6236559139784946, 0.6236559139784946, 0.6236559139784946, 0.6236559139784946, 0.6236559139784946, 0.6236559139784946, 0.6236559139784946, 0.6236559139784946, 0.6236559139784946, 0.6236559139784946, 0.6236559139784946, 0.6344086021505376, 0.6344086021505376, 0.6236559139784946, 0.6236559139784946, 0.6344086021505376, 0.6344086021505376, 0.6344086021505376, 0.6344086021505376, 0.6344086021505376, 0.6344086021505376, 0.6344086021505376, 0.6236559139784946, 0.6344086021505376, 0.6344086021505376, 0.6344086021505376, 0.6344086021505376, 0.6344086021505376, 0.6344086021505376, 0.6344086021505376, 0.6344086021505376, 0.6236559139784946, 0.6344086021505376, 0.6236559139784946, 0.6344086021505376, 0.6344086021505376, 0.6344086021505376, 0.6344086021505376, 0.6344086021505376, 0.6344086021505376, 0.6344086021505376, 0.6344086021505376, 0.6344086021505376, 0.6344086021505376, 0.6344086021505376, 0.6344086021505376, 0.6344086021505376, 0.6344086021505376, 0.6344086021505376, 0.6344086021505376, 0.6344086021505376, 0.6344086021505376, 0.6344086021505376, 0.6344086021505376, 0.6344086021505376], "test_auc": [0.6154480677232332, 0.6232750962700168, 0.6757175285668028, 0.8020606619639189, 0.7970509846262473, 0.8124564349874236, 0.6482174950809321, 0.7280840083416144, 0.7408645515791612, 0.7873072168244714, 0.7180495596363891, 0.6395479422037617, 0.7795383699311597, 0.7095083385475082, 0.7316320296762914, 0.6603665740813746, 0.7709263971051886, 0.6954960542435872, 0.782123657812166, 0.743859459333181, 0.7592248631805983, 0.6907776614802916, 0.6700931630258871, 0.7519633654057339, 0.7426721578499892, 0.7673141521421072, 0.7802622962438172, 0.7603313703624762, 0.7144239590652467, 0.6367761019526822, 0.685290646119968, 0.7069116439188191, 0.7143696634728434, 0.722371832000233, 0.7211595233078563, 0.719203036553676, 0.7218296488125991, 0.7286162982842505, 0.7275867222858743, 0.7232056181469405, 0.7248881770882752, 0.7245807758165718, 0.7211308835417801, 0.7254108823915182, 0.726266545121268, 0.7326080946664094, 0.7324528205368991, 0.7329070823450939, 0.7330078451779789, 0.7326327486998934, 0.7350900912548389, 0.731532330507818, 0.7319587279191674, 0.7339266847970748, 0.7350188432287846, 0.7332964534779132, 0.7295361034007101, 0.7334748850635755, 0.7356558377309801, 0.7342778755303425, 0.7346867879235971, 0.7349988961359942, 0.7319587279191674, 0.7306619872909795, 0.7326320004112273, 0.7320602390407184, 0.7278753939618529, 0.7324321251554426, 0.7326865117078527, 0.7328012067391606, 0.7336683395926373, 0.7351773277216566, 0.7343355971903294, 0.7342161952183283, 0.7316334357970137, 0.733076288673027, 0.7369963678207322, 0.7342743227106704, 0.7333972163107981, 0.7334099943881998, 0.728972665166611, 0.7321307387781069, 0.735426105212054, 0.7354998153128038, 0.733767046183182, 0.7357777017776769, 0.7367993604719981, 0.7344328072035422, 0.7347544831299793, 0.7351374969121198, 0.7292689387708983, 0.7330886609180736, 0.7343583488141263, 0.736024171026032, 0.73551969902955, 0.7333900472954094, 0.7338100873560801, 0.7348197796377102, 0.7326212785761662, 0.7316099358845509], "test_f1": [0.25333333333333335, 0.25333333333333335, 0.47252438919105577, 0.4639982714849025, 0.5019230769230769, 0.5201615081294225, 0.28401906429335666, 0.49485212145058693, 0.3720689655172414, 0.48052014093204026, 0.5171572762033289, 0.37852326834184824, 0.3833333333333333, 0.5058308827769129, 0.3563103563103563, 0.4019323671497584, 0.5284323487111406, 0.4334349593495935, 0.49250505643635406, 0.31183673469387757, 0.40187617260787994, 0.45836385836385835, 0.45909286674242544, 0.4769900497512438, 0.3509468287439015, 0.4873854311104135, 0.4870789341377577, 0.5657643246790535, 0.42911750955641725, 0.29563492063492064, 0.36019919696426766, 0.381964573268921, 0.3879838657809385, 0.3879838657809385, 0.36560846560846555, 0.36560846560846555, 0.36560846560846555, 0.36560846560846555, 0.36560846560846555, 0.36560846560846555, 0.36560846560846555, 0.36560846560846555, 0.36560846560846555, 0.36560846560846555, 0.36560846560846555, 0.36560846560846555, 0.36560846560846555, 0.36560846560846555, 0.36560846560846555, 0.36560846560846555, 0.36560846560846555, 0.36560846560846555, 0.36560846560846555, 0.36560846560846555, 0.36560846560846555, 0.36560846560846555, 0.3706915390269583, 0.3706915390269583, 0.36560846560846555, 0.36560846560846555, 0.3706915390269583, 0.3706915390269583, 0.3706915390269583, 0.3706915390269583, 0.3706915390269583, 0.3706915390269583, 0.3706915390269583, 0.36560846560846555, 0.3706915390269583, 0.3706915390269583, 0.3706915390269583, 0.3706915390269583, 0.3706915390269583, 0.3706915390269583, 0.3706915390269583, 0.3706915390269583, 0.36560846560846555, 0.3706915390269583, 0.36560846560846555, 0.3706915390269583, 0.3706915390269583, 0.3706915390269583, 0.3706915390269583, 0.3706915390269583, 0.3706915390269583, 0.3706915390269583, 0.3706915390269583, 0.3706915390269583, 0.3706915390269583, 0.3706915390269583, 0.3706915390269583, 0.3706915390269583, 0.3706915390269583, 0.3706915390269583, 0.3706915390269583, 0.3706915390269583, 0.3706915390269583, 0.3706915390269583, 0.3706915390269583, 0.3706915390269583]}
\ No newline at end of file
diff --git a/birads/three/saved/resnet50_224_3/fold3/model_acc.pth b/birads/three/saved/resnet50_224_3/fold3/model_acc.pth
new file mode 100644
index 0000000000000000000000000000000000000000..624f5f625bbc91ad654129bbb3fde57f1850cbba
--- /dev/null
+++ b/birads/three/saved/resnet50_224_3/fold3/model_acc.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3979d439556ab1a254b3ca9761d080e1f6b48ecf09337f3b80d47815789de628
+size 96455499
diff --git a/birads/three/saved/resnet50_224_3/fold3/model_auc.pth b/birads/three/saved/resnet50_224_3/fold3/model_auc.pth
new file mode 100644
index 0000000000000000000000000000000000000000..c37f376dfdd0afd4e0c936f77fe8a4036f7211da
--- /dev/null
+++ b/birads/three/saved/resnet50_224_3/fold3/model_auc.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:cb84b2fb97b11da9c66a424cbc8871b86554faf5b0015d7b8b92a617295d3354
+size 96455499
diff --git a/birads/three/saved/resnet50_224_3/fold3/model_f1.pth b/birads/three/saved/resnet50_224_3/fold3/model_f1.pth
new file mode 100644
index 0000000000000000000000000000000000000000..d8d07c08829f57f34f8b1278fe28b79fe46a5ca4
--- /dev/null
+++ b/birads/three/saved/resnet50_224_3/fold3/model_f1.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9ffdb6961492e36cfa1b77efabc6c8660f6f26c30196605b818472bfaa084871
+size 96455171
diff --git a/birads/three/saved/resnet50_224_3/fold3/model_loss.pth b/birads/three/saved/resnet50_224_3/fold3/model_loss.pth
new file mode 100644
index 0000000000000000000000000000000000000000..652db0d69af205c1b6071feefe81c4832ed32a90
--- /dev/null
+++ b/birads/three/saved/resnet50_224_3/fold3/model_loss.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1f044146b392119b14671aa7f9f62bc7012fd9c8e6eb89c7fb2887cea4c6d1c4
+size 96455827
diff --git a/birads/three/saved/resnet50_224_3/fold4/checkpoint.pth b/birads/three/saved/resnet50_224_3/fold4/checkpoint.pth
new file mode 100644
index 0000000000000000000000000000000000000000..19535dc5a4282de6309c3de8585066b500196cf7
--- /dev/null
+++ b/birads/three/saved/resnet50_224_3/fold4/checkpoint.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e6f68438dd7e6016e2fca2c264faffcee6523e43720f0679b8b33a796565a189
+size 96455827
diff --git a/birads/three/saved/resnet50_224_3/fold4/log.json b/birads/three/saved/resnet50_224_3/fold4/log.json
new file mode 100644
index 0000000000000000000000000000000000000000..d68fe9652736b584564c0274b015c282e76e1b69
--- /dev/null
+++ b/birads/three/saved/resnet50_224_3/fold4/log.json
@@ -0,0 +1 @@
+{"train_loss": [0.9545978307723999, 0.8443725407123566, 0.7734163552522659, 0.6935857236385345, 0.5295152092973391, 0.5245245223244032, 0.4753936330477397, 0.3502693772315979, 0.428611862162749, 0.40024686977267265, 0.29850901414950687, 0.2994757716854413, 0.3068683445453644, 0.2065448115269343, 0.17267970958103737, 0.1794705151890715, 0.13896207635601363, 0.12299224268645048, 0.14642325975000858, 0.19743054608503977, 0.11434356185297172, 0.10761789504128198, 0.0900717928695182, 0.12634350056760013, 0.08664090861566365, 0.05033981866048028, 0.0967627668287605, 0.0436408732784912, 0.09106431951901565, 0.2345974612981081, 0.08428489168485005, 0.04390446461426715, 0.02504967184116443, 0.023094228158394497, 0.0159380427794531, 0.009950513136573136, 0.014102314637663463, 0.010031733506669601, 0.01007282497206082, 0.008431516393708685, 0.007729327228541176, 0.01102805349122112, 0.005554340896196663, 0.007392289155783753, 0.008344779673886174, 0.008704977517481893, 0.00501054849398012, 0.004662916559027508, 0.00663571367234302, 0.0038798382059515766, 0.005450469068212745, 0.0028210483239187547, 0.003673167734329278, 0.0025636148639023304, 0.0029971697949804366, 0.003152831860158282, 0.0035320524960601083, 0.003071708449472984, 0.0032280430362637467, 0.002956710202852264, 0.0036482179687785297, 0.002113092011616876, 0.0030165839998517185, 0.00357227403340706, 0.006335163692710921, 0.0017905897305657466, 0.0052156418266046485, 0.0031068904451482617, 0.004581830134460081, 0.0017301665745132293, 0.002320306133090829, 0.003204659888676057, 0.002419882949955839, 0.001545410807011649, 0.001883374439785257, 0.0023208234342746437, 0.0022010114432002106, 0.0034491710733467094, 0.0019823853993633143, 0.002970696431778682, 0.0034646770994489393, 0.0032282994895164543, 0.002597264499248316, 0.0026322525761012607, 0.00163347181660356, 0.004078756309657668, 0.002332423158804886, 0.002168309671105817, 0.002559019533994918, 0.0020525810493078702, 0.0024075566470855847, 0.0034354917103579887, 0.00304211057179297, 0.002473863928268353, 0.0028553077281685546, 0.002530970858060755, 0.0023185942676112368, 0.0019174209640671809, 0.0025262872222810984, 0.0027916525650653057], "train_acc": [0.6026666666666667, 0.6266666666666667, 0.6986666666666667, 0.7333333333333333, 0.7946666666666666, 0.792, 0.8133333333333334, 0.864, 0.84, 0.872, 0.872, 0.9013333333333333, 0.8826666666666667, 0.936, 0.9306666666666666, 0.928, 0.96, 0.9573333333333334, 0.952, 0.952, 0.9573333333333334, 0.9626666666666667, 0.9733333333333334, 0.9573333333333334, 0.9813333333333333, 0.9893333333333333, 0.9706666666666667, 0.984, 0.9653333333333334, 0.928, 0.9786666666666667, 0.9893333333333333, 0.9973333333333333, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9973333333333333, 1.0, 1.0, 1.0, 0.9973333333333333, 1.0, 1.0, 0.9973333333333333, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0], "test_loss": [0.9618820548057556, 0.9438115755716959, 1.2778700689474742, 1.3871764341990154, 1.0215340753396351, 2.719709555308024, 1.9945467862611015, 1.1501203899582226, 2.6325937062501907, 1.825923760732015, 1.147040992975235, 2.837492343503982, 1.445412278175354, 1.753140966097514, 2.249579327801863, 2.6824753284454346, 2.4033287366231284, 1.3026862541834514, 1.8747311035792034, 2.8590011401101947, 2.1649943590164185, 2.359983483950297, 2.0817147493362427, 3.9191599935293198, 1.756322979927063, 2.344884306192398, 2.1232472509145737, 2.502644988397757, 2.6482415795326233, 1.495897154013316, 1.3837929666042328, 1.4272214472293854, 1.4333212474981945, 1.4782500366369884, 1.5336321393648784, 1.5594337681929271, 1.5260230203469594, 1.5777153770128887, 1.5871591170628865, 1.604594498872757, 1.623260537783305, 1.6798054575920105, 1.655940701564153, 1.6356525719165802, 1.7055490116278331, 1.6540506581465404, 1.7428997953732808, 1.700557420651118, 1.7413332362969716, 1.724683791399002, 1.7310251692930858, 1.7547547817230225, 1.7620042463143666, 1.7777903874715169, 1.8357296387354534, 1.8022963404655457, 1.7978034218152363, 1.7874863346417744, 1.8072050114472706, 1.839583585659663, 1.833004504442215, 1.7853428423404694, 1.8481508294741313, 1.8473369280497234, 1.8478390673796337, 1.8047710955142975, 1.8348183830579121, 1.8810579081376393, 1.8906830251216888, 1.8548237184683483, 1.8607624371846516, 1.8541038930416107, 1.8377579053243, 1.7845715085665386, 1.816405196984609, 1.8081040581067402, 1.8315845628579457, 1.8164823750654857, 1.8419488966464996, 1.8068289558092754, 1.8061495423316956, 1.7829628884792328, 1.831931620836258, 1.7901957829793294, 1.8009594678878784, 1.8479064404964447, 1.8928644557793934, 1.843476543823878, 1.823515276114146, 1.8424676656723022, 1.8178998430569966, 1.791849970817566, 1.8381090859572093, 1.8650635580221813, 1.8646540840466816, 1.792786677678426, 1.9098185102144878, 1.8516809145609539, 1.8763937254746754, 1.8219644129276276], "test_acc": [0.6129032258064516, 0.6129032258064516, 0.6344086021505376, 0.3763440860215054, 0.7096774193548387, 0.3118279569892473, 0.6559139784946236, 0.7419354838709677, 0.6451612903225806, 0.5591397849462365, 0.6559139784946236, 0.6666666666666666, 0.5483870967741935, 0.6451612903225806, 0.6559139784946236, 0.3118279569892473, 0.5483870967741935, 0.6559139784946236, 0.6021505376344086, 0.6451612903225806, 0.5806451612903226, 0.6451612903225806, 0.5591397849462365, 0.6129032258064516, 0.5483870967741935, 0.6666666666666666, 0.6559139784946236, 0.6881720430107527, 0.6451612903225806, 0.4946236559139785, 0.6666666666666666, 0.6559139784946236, 0.6559139784946236, 0.6559139784946236, 0.6559139784946236, 0.6559139784946236, 0.6559139784946236, 0.6559139784946236, 0.6559139784946236, 0.6559139784946236, 0.6344086021505376, 0.6559139784946236, 0.6451612903225806, 0.6344086021505376, 0.6559139784946236, 0.6451612903225806, 0.6451612903225806, 0.6344086021505376, 0.6451612903225806, 0.6451612903225806, 0.6451612903225806, 0.6451612903225806, 0.6344086021505376, 0.6344086021505376, 0.6451612903225806, 0.6451612903225806, 0.6344086021505376, 0.6451612903225806, 0.6451612903225806, 0.6344086021505376, 0.6451612903225806, 0.6344086021505376, 0.6451612903225806, 0.6451612903225806, 0.6451612903225806, 0.6451612903225806, 0.6451612903225806, 0.6451612903225806, 0.6451612903225806, 0.6344086021505376, 0.6451612903225806, 0.6451612903225806, 0.6451612903225806, 0.6451612903225806, 0.6344086021505376, 0.6451612903225806, 0.6344086021505376, 0.6451612903225806, 0.6451612903225806, 0.6451612903225806, 0.6344086021505376, 0.6344086021505376, 0.6451612903225806, 0.6344086021505376, 0.6451612903225806, 0.6451612903225806, 0.6451612903225806, 0.6451612903225806, 0.6344086021505376, 0.6451612903225806, 0.6451612903225806, 0.6559139784946236, 0.6344086021505376, 0.6344086021505376, 0.6451612903225806, 0.6451612903225806, 0.6559139784946236, 0.6451612903225806, 0.6451612903225806, 0.6559139784946236], "test_auc": [0.5931817957275164, 0.6292444172441233, 0.595997023180935, 0.6795476596180666, 0.7247405876332446, 0.6798229971247647, 0.750250876610299, 0.7634716783711352, 0.7156011346738657, 0.715551277097101, 0.7617356355021073, 0.7214491604811984, 0.7103716026413883, 0.7111595222095889, 0.6571423560019581, 0.6040988376559655, 0.6770366736609897, 0.7737429560197168, 0.6455920685370222, 0.6769718689287959, 0.6857717821918526, 0.7117457739390535, 0.7081852750460221, 0.6755681798153482, 0.7084829818515969, 0.7212890598051663, 0.7468997087917026, 0.7284686817486548, 0.6992921375023448, 0.6922442835699413, 0.7405105634611472, 0.7439875718441181, 0.7485960731793714, 0.7512301335339497, 0.7575760475634737, 0.7586912729947265, 0.7562431556975101, 0.7533427060823508, 0.7570075599323708, 0.755839040701558, 0.7597957132148735, 0.7526925276703983, 0.756706173555035, 0.7585483711102624, 0.7550320282067192, 0.7549814755621215, 0.7496682845182906, 0.7565867715830339, 0.7556216804276783, 0.7540359256672012, 0.7601083177162349, 0.7638197655588254, 0.7588418401835435, 0.7559243113826444, 0.7558442439312157, 0.7611530704906638, 0.7559856492383478, 0.7600402800535419, 0.7580046279692524, 0.753374682963877, 0.7543058948280194, 0.7586448328348094, 0.7565410163357384, 0.7574929869573817, 0.755827164745476, 0.7604674891296016, 0.7589768247639527, 0.7563554791107315, 0.7554979139712947, 0.7562396299584028, 0.7560266341689056, 0.759511154023576, 0.7572151004925086, 0.7578043468811125, 0.7625501410388168, 0.7631601461849216, 0.7555353460821802, 0.7622618751951936, 0.7563109413605015, 0.7595872357424124, 0.7635661906711254, 0.7610463561394553, 0.7590512831533683, 0.760638688323831, 0.7639798733811176, 0.7608289958655755, 0.7586710739022343, 0.7614313627878918, 0.7629016742283953, 0.7594737219126907, 0.7639285090718095, 0.7648800738610975, 0.7603743282250255, 0.7554708612391599, 0.7567878914164489, 0.7613955540064269, 0.7552705801510197, 0.7602489113586567, 0.7580439895703899, 0.7599988892906291], "test_f1": [0.25333333333333335, 0.25333333333333335, 0.3590254774465301, 0.36971434639481787, 0.5676898858717041, 0.2484848484848485, 0.3895035460992908, 0.5723646723646724, 0.37541967141466515, 0.4044416123855376, 0.4862993074375188, 0.42011108042591055, 0.4892424860601115, 0.3834061805076298, 0.4430569430569431, 0.27844155844155843, 0.44417270646778845, 0.5780219780219781, 0.5002035002035002, 0.38826692347819103, 0.43063994828700713, 0.40793170963487263, 0.446711758187168, 0.34594932749452617, 0.482162864619005, 0.480517848164907, 0.5036778939217964, 0.519718837323193, 0.4698412698412698, 0.42973210364514713, 0.5685636856368563, 0.5576615224116842, 0.5486403139893468, 0.5463414634146342, 0.5463414634146342, 0.5378917378917379, 0.533195350268521, 0.5358993373453885, 0.5378917378917379, 0.5378917378917379, 0.49312566385737117, 0.5358993373453885, 0.5160821298752333, 0.49312566385737117, 0.5378917378917379, 0.5244663382594418, 0.529032258064516, 0.5026681319116497, 0.525249169435216, 0.525249169435216, 0.5099052540913006, 0.5099052540913006, 0.5017957351290685, 0.50752688172043, 0.525249169435216, 0.5160821298752333, 0.50752688172043, 0.5084152583484313, 0.5084152583484313, 0.50752688172043, 0.51455938697318, 0.5014396456256922, 0.51455938697318, 0.5169351876668951, 0.51455938697318, 0.5099052540913006, 0.5160821298752333, 0.515138772077376, 0.5160821298752333, 0.50752688172043, 0.5241192411924119, 0.5160821298752333, 0.5084152583484313, 0.5084152583484313, 0.4935558268891602, 0.5099052540913006, 0.50752688172043, 0.5099052540913006, 0.5244663382594418, 0.5099052540913006, 0.4935558268891602, 0.49312566385737117, 0.5169351876668951, 0.49312566385737117, 0.5099052540913006, 0.5099052540913006, 0.51455938697318, 0.5160821298752333, 0.4935558268891602, 0.5160821298752333, 0.5099052540913006, 0.525988085988086, 0.4921502663302495, 0.50752688172043, 0.51455938697318, 0.5099052540913006, 0.5358993373453885, 0.5169351876668951, 0.51455938697318, 0.5241941966079897]}
\ No newline at end of file
diff --git a/birads/three/saved/resnet50_224_3/fold4/model_acc.pth b/birads/three/saved/resnet50_224_3/fold4/model_acc.pth
new file mode 100644
index 0000000000000000000000000000000000000000..99dda13955a249c3decd794cd3a83d0118cf1af5
--- /dev/null
+++ b/birads/three/saved/resnet50_224_3/fold4/model_acc.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6b5e4fe7c8f201554d02c3eeb0cd4909cef9678ebc25f58092128e3a9f773310
+size 96455499
diff --git a/birads/three/saved/resnet50_224_3/fold4/model_auc.pth b/birads/three/saved/resnet50_224_3/fold4/model_auc.pth
new file mode 100644
index 0000000000000000000000000000000000000000..9e70618c5f7d2fa096c39fed6ec195e3ca6150a9
--- /dev/null
+++ b/birads/three/saved/resnet50_224_3/fold4/model_auc.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e709bfaec7776006ead3b6898d64f3e46c93cf3f287adc414a86f80a463d389f
+size 96455499
diff --git a/birads/three/saved/resnet50_224_3/fold4/model_f1.pth b/birads/three/saved/resnet50_224_3/fold4/model_f1.pth
new file mode 100644
index 0000000000000000000000000000000000000000..1dbf897278505a8d2fe1b8b4b2cd3336c788680d
--- /dev/null
+++ b/birads/three/saved/resnet50_224_3/fold4/model_f1.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:36a0d3453ee876410da80c5a6192d962f8fc1e4e591ddf914dca790161dfd8c1
+size 96455171
diff --git a/birads/three/saved/resnet50_224_3/fold4/model_loss.pth b/birads/three/saved/resnet50_224_3/fold4/model_loss.pth
new file mode 100644
index 0000000000000000000000000000000000000000..4b420803cb25b8b983b30af21c45007c8a726149
--- /dev/null
+++ b/birads/three/saved/resnet50_224_3/fold4/model_loss.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ed4bad4292664d739880351ff6fa9da2ca6e79650648c5a77101f61d1df885d6
+size 96455827
diff --git a/birads/three/saved/resnet50_512_3/fold0/checkpoint.pth b/birads/three/saved/resnet50_512_3/fold0/checkpoint.pth
new file mode 100644
index 0000000000000000000000000000000000000000..cb13f9e39acd32244a9ddadea75529e2726006cd
--- /dev/null
+++ b/birads/three/saved/resnet50_512_3/fold0/checkpoint.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7695857f45778667fff794361240a3ee658cf5c8c421b964bfead97a3fcdffee
+size 96455827
diff --git a/birads/three/saved/resnet50_512_3/fold0/log.json b/birads/three/saved/resnet50_512_3/fold0/log.json
new file mode 100644
index 0000000000000000000000000000000000000000..f111cca0b3738aa0d45a786968e0c23f2e407283
--- /dev/null
+++ b/birads/three/saved/resnet50_512_3/fold0/log.json
@@ -0,0 +1 @@
+{"train_loss": [0.9566270659367243, 0.8477622121572495, 0.9006311694780985, 0.7502369085947672, 0.7216135586301485, 0.7533453206221262, 0.6546699081858, 0.594467893242836, 0.5289918482303619, 0.5766782437761625, 0.5251462856928507, 0.4643387421965599, 0.5166222676634789, 0.42925307899713516, 0.40459995220104855, 0.39880118270715076, 0.3991472249229749, 0.38207366565863293, 0.36434492593010265, 0.4116925783455372, 0.39157891770203906, 0.32682059953610104, 0.2970147368808587, 0.2500965769092242, 0.23641543773313364, 0.15035578267027935, 0.21883824157218137, 0.26618581886092824, 0.27267707387606305, 0.2647376072903474, 0.20520656059185663, 0.17048460928102335, 0.1207119096070528, 0.09736767100791137, 0.13417609905203184, 0.09556357624630134, 0.08345872489735484, 0.09095216325173776, 0.07948361088832219, 0.10434616690812011, 0.06683902613197763, 0.08085199041912954, 0.07083537181218465, 0.04873915994539857, 0.043779262186338506, 0.04108295923409363, 0.04514304889986912, 0.04279259677665929, 0.02899144186327855, 0.037371820847814284, 0.032552222798888884, 0.03685617873755594, 0.029508407227694988, 0.036952281409564115, 0.032035672067043684, 0.03329385444521904, 0.02061514212982729, 0.016026151560557384, 0.020681968657299876, 0.013092253570600102, 0.02039684246604641, 0.018939607699091237, 0.02800800872500986, 0.01821206498425454, 0.01602079808556785, 0.019536548449347418, 0.025407229860623676, 0.01578144255715112, 0.017729505353296798, 0.016221246604497235, 0.023812746512703598, 0.02114771558747937, 0.0166622301718841, 0.017619429563637823, 0.0210288831537279, 0.011857308253335455, 0.013803539312599847, 0.013778086208427945, 0.018196394958067685, 0.011240210461740693, 0.01726867047060902, 0.01661886554211378, 0.029486223764251918, 0.026506582624278963, 0.020439474610611796, 0.017953951784875244, 0.017449395343040425, 0.019692480719337862, 0.014125639601843432, 0.010864668564560512, 0.012031536287395284, 0.012497998968077203, 0.01106377609539777, 0.01985495652964649, 0.012213023418250183, 0.017094299391222496, 0.014849632085921863, 0.017156578386978556, 0.012394231278449297, 0.014379799482412636], "train_acc": [0.5802139037433155, 0.6363636363636364, 0.6577540106951871, 0.6978609625668449, 0.6925133689839572, 0.6898395721925134, 0.7352941176470589, 0.7459893048128342, 0.7700534759358288, 0.7647058823529411, 0.7780748663101604, 0.7994652406417112, 0.7754010695187166, 0.8101604278074866, 0.8449197860962567, 0.8262032085561497, 0.839572192513369, 0.8235294117647058, 0.8342245989304813, 0.839572192513369, 0.8235294117647058, 0.8796791443850267, 0.8770053475935828, 0.9144385026737968, 0.8983957219251337, 0.9518716577540107, 0.93048128342246, 0.9197860962566845, 0.8957219251336899, 0.8850267379679144, 0.9251336898395722, 0.9491978609625669, 0.9625668449197861, 0.9759358288770054, 0.9598930481283422, 0.9705882352941176, 0.9759358288770054, 0.9759358288770054, 0.9786096256684492, 0.9679144385026738, 0.9893048128342246, 0.9786096256684492, 0.9732620320855615, 0.9866310160427807, 0.9893048128342246, 0.9893048128342246, 0.9893048128342246, 0.9919786096256684, 0.9919786096256684, 0.9919786096256684, 0.9946524064171123, 0.9893048128342246, 1.0, 0.9919786096256684, 0.9973262032085561, 0.9893048128342246, 0.9946524064171123, 0.9973262032085561, 0.9973262032085561, 1.0, 0.9946524064171123, 0.9973262032085561, 0.9946524064171123, 1.0, 0.9973262032085561, 0.9973262032085561, 0.9919786096256684, 0.9973262032085561, 0.9919786096256684, 1.0, 0.9919786096256684, 0.9946524064171123, 0.9973262032085561, 0.9973262032085561, 0.9946524064171123, 1.0, 1.0, 0.9973262032085561, 0.9946524064171123, 0.9973262032085561, 0.9946524064171123, 1.0, 0.9919786096256684, 0.9919786096256684, 0.9919786096256684, 0.9946524064171123, 1.0, 0.9946524064171123, 0.9973262032085561, 1.0, 1.0, 1.0, 1.0, 0.9946524064171123, 0.9973262032085561, 0.9973262032085561, 0.9973262032085561, 0.9973262032085561, 1.0, 1.0], "test_loss": [1.352779467900594, 6.626749912897746, 0.8988672097524008, 1.0391773680845897, 2.0968928138415017, 0.867431620756785, 0.9744853576024374, 0.9464484453201294, 1.3018530706564586, 0.9447023868560791, 8.680931329727173, 0.9838424921035767, 1.0959666967391968, 1.1390814383824666, 0.8718120455741882, 1.670454164346059, 1.00140776236852, 1.0220739841461182, 10.673917293548584, 1.935676594575246, 1.471943775812785, 1.2463627656300862, 1.2156319618225098, 2.2560113072395325, 1.2561482191085815, 2.292769451936086, 1.3351128101348877, 23.49294360478719, 2.2178738514582315, 4.760768433411916, 2.3827624320983887, 1.9103025992711384, 2.030714988708496, 2.13052769502004, 2.1537004709243774, 2.2069892485936484, 2.2910826206207275, 2.3386828899383545, 2.3070756594340005, 2.3165835539499917, 2.4059125582377114, 2.271266301472982, 2.3700150648752847, 2.5544015963872275, 2.5319986740748086, 2.5490294297536216, 2.530926545461019, 2.4920758406321206, 2.438619335492452, 2.5257308085759482, 2.5812216997146606, 2.559098800023397, 2.4680890242258706, 2.7232247591018677, 2.671738306681315, 2.6515440146128335, 2.6701838175455728, 2.6643287340799966, 2.632250706354777, 2.687522013982137, 2.695332487424215, 2.70436163743337, 2.739367723464966, 2.703658938407898, 2.6477584838867188, 2.6857912143071494, 2.6327528158823648, 2.6553145249684653, 2.7028899987538657, 2.6670689582824707, 2.664103070894877, 2.748380502065023, 2.698169549306234, 2.698100209236145, 2.6937831242879233, 2.7299964825312295, 2.723488450050354, 2.703861673672994, 2.707552989323934, 2.7070628801981607, 2.7691810925801597, 2.819787859916687, 2.6965521574020386, 2.689567764600118, 2.724184036254883, 2.793369730313619, 2.828159292538961, 2.763517181078593, 2.6776071786880493, 2.7107510964075723, 2.7222110827763877, 2.7635034322738647, 2.7531954447428384, 2.733804941177368, 2.7435274521509805, 2.738487482070923, 2.7891670862833657, 2.79720675945282, 2.7284977436065674, 2.7218287785847983], "test_acc": [0.6170212765957447, 0.6170212765957447, 0.6702127659574468, 0.648936170212766, 0.648936170212766, 0.7127659574468085, 0.7021276595744681, 0.5638297872340425, 0.6595744680851063, 0.5106382978723404, 0.6382978723404256, 0.6595744680851063, 0.7127659574468085, 0.5, 0.6382978723404256, 0.6914893617021277, 0.574468085106383, 0.6914893617021277, 0.6382978723404256, 0.6702127659574468, 0.6702127659574468, 0.5957446808510638, 0.7340425531914894, 0.648936170212766, 0.7021276595744681, 0.6702127659574468, 0.6063829787234043, 0.6276595744680851, 0.5638297872340425, 0.648936170212766, 0.7127659574468085, 0.6382978723404256, 0.6702127659574468, 0.6702127659574468, 0.6702127659574468, 0.6595744680851063, 0.6595744680851063, 0.6808510638297872, 0.6702127659574468, 0.648936170212766, 0.6595744680851063, 0.6595744680851063, 0.6595744680851063, 0.6595744680851063, 0.6595744680851063, 0.6595744680851063, 0.6595744680851063, 0.6595744680851063, 0.6595744680851063, 0.648936170212766, 0.6595744680851063, 0.6808510638297872, 0.6595744680851063, 0.6808510638297872, 0.6808510638297872, 0.6382978723404256, 0.648936170212766, 0.6382978723404256, 0.6702127659574468, 0.6702127659574468, 0.6808510638297872, 0.6702127659574468, 0.6595744680851063, 0.6702127659574468, 0.6702127659574468, 0.6702127659574468, 0.6808510638297872, 0.6702127659574468, 0.6808510638297872, 0.6808510638297872, 0.6382978723404256, 0.6702127659574468, 0.6808510638297872, 0.6702127659574468, 0.648936170212766, 0.6808510638297872, 0.6702127659574468, 0.6808510638297872, 0.6808510638297872, 0.6808510638297872, 0.648936170212766, 0.6595744680851063, 0.6808510638297872, 0.648936170212766, 0.6808510638297872, 0.6702127659574468, 0.6808510638297872, 0.6808510638297872, 0.6808510638297872, 0.6808510638297872, 0.6702127659574468, 0.6808510638297872, 0.6702127659574468, 0.6382978723404256, 0.6702127659574468, 0.6808510638297872, 0.6808510638297872, 0.6808510638297872, 0.6382978723404256, 0.6382978723404256], "test_auc": [0.6467251538372228, 0.5818555008210181, 0.6696437901179281, 0.6587486109037833, 0.6980031223565707, 0.6995010656648587, 0.6830533371481647, 0.7314501749846577, 0.7217681743543812, 0.7477046739977774, 0.6146179570748537, 0.6998978910616841, 0.7580301164352888, 0.7250425021976746, 0.7087038281003798, 0.727178393126669, 0.7445142102469688, 0.7524792257550877, 0.5910501774725913, 0.630619516179861, 0.7233640800451145, 0.6925173326035394, 0.7559470940936458, 0.7322203977376391, 0.7324154931913553, 0.687246956427991, 0.6936353477301753, 0.538363934915659, 0.6958081430064188, 0.6557096001061519, 0.6835306057288815, 0.692067534955466, 0.6931938431938431, 0.6916713315420212, 0.6837677887246852, 0.6730560946078188, 0.6691733633543979, 0.6694648662321075, 0.6673958385165282, 0.665443432684812, 0.6654164800716524, 0.6726268224113051, 0.6735482907896703, 0.6685062861787, 0.6686162735731701, 0.6655224245741488, 0.6723376001393242, 0.6715893541324576, 0.6678162992818165, 0.6697323190857674, 0.6672355741321258, 0.6672650146788076, 0.6648170954205437, 0.6656525227645917, 0.6661980021893815, 0.6664445149358943, 0.6647976066079515, 0.6668223698396112, 0.6646299820868786, 0.6660965152344462, 0.6661977948615879, 0.6638102079912426, 0.6656535594035594, 0.6661458592493076, 0.6655227355658391, 0.6680345117845118, 0.6677221724635518, 0.6623139233053027, 0.6683453998109171, 0.6625544235458029, 0.6629161068816242, 0.6620319575060954, 0.6606305252856978, 0.6602608598298253, 0.6621042112421422, 0.6634972466869019, 0.6585480212635385, 0.664070611699922, 0.663599666616908, 0.665254971720489, 0.6621766723059826, 0.6598546010183941, 0.664840108805626, 0.6610290093048713, 0.6650145751438855, 0.665566896385862, 0.6626706307740791, 0.6605660463419084, 0.6607397870328905, 0.6626638926207892, 0.6562252243286726, 0.6620962291220912, 0.6606661856661856, 0.6589175830555142, 0.6612397580069994, 0.6649852382611005, 0.6628664518750725, 0.6633299331575194, 0.6574726119984741, 0.655599923703372], "test_f1": [0.2543859649122807, 0.2560706401766005, 0.4138486312399356, 0.3540229885057471, 0.3686781410566577, 0.4926184926184926, 0.45906132237067493, 0.401749453295845, 0.36180398085159987, 0.3991677909074655, 0.33016000389067207, 0.4321789321789322, 0.5761225944404847, 0.3597603946441155, 0.4364500621185113, 0.4696636696636696, 0.4519711732214399, 0.5092592592592592, 0.33120772946859905, 0.40811965811965817, 0.45969624300559553, 0.47489541611036934, 0.5978835978835978, 0.4575091575091575, 0.580754494547598, 0.4032227385125404, 0.4635307477288609, 0.30051508462104487, 0.47303786677026344, 0.3640011284912698, 0.5742328548644338, 0.5031195721013062, 0.5240512072597634, 0.5240512072597634, 0.5240512072597634, 0.5098979904174709, 0.5169934640522876, 0.5240538930211996, 0.5240512072597634, 0.509181450357921, 0.5169934640522876, 0.5169934640522876, 0.5169934640522876, 0.5169934640522876, 0.5169934640522876, 0.5169934640522876, 0.5169934640522876, 0.5169934640522876, 0.5162962962962964, 0.509181450357921, 0.5169934640522876, 0.5308136004857317, 0.5162962962962964, 0.5310520808473923, 0.5308534241340566, 0.5008709808709809, 0.5089429455992923, 0.4721444133208839, 0.5222222222222223, 0.5222222222222223, 0.5308534241340566, 0.5222222222222223, 0.4864663955573046, 0.5222222222222223, 0.5222222222222223, 0.5222222222222223, 0.5297110368677099, 0.5222222222222223, 0.5297110368677099, 0.5308534241340566, 0.4993721626581667, 0.5222222222222223, 0.5297110368677099, 0.5222222222222223, 0.5075706214689265, 0.5310520808473923, 0.5231847348868626, 0.5297110368677099, 0.5308534241340566, 0.5297110368677099, 0.5075706214689265, 0.5138552596179715, 0.5308534241340566, 0.5074925074925075, 0.5308534241340566, 0.5183797380518692, 0.5297110368677099, 0.5310520808473923, 0.5308534241340566, 0.5308534241340566, 0.5222222222222223, 0.5297110368677099, 0.5222222222222223, 0.4993721626581667, 0.5231847348868626, 0.5297110368677099, 0.5310520808473923, 0.5310520808473923, 0.4993721626581667, 0.5001462904911181]}
\ No newline at end of file
diff --git a/birads/three/saved/resnet50_512_3/fold0/model_acc.pth b/birads/three/saved/resnet50_512_3/fold0/model_acc.pth
new file mode 100644
index 0000000000000000000000000000000000000000..70318b0cb5f85e55a4bbd524e4c583aff0a19dd4
--- /dev/null
+++ b/birads/three/saved/resnet50_512_3/fold0/model_acc.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fba9cf9aa66935af3712ca07ddd41106354ab41b3d22c24f7720c56d31effbe4
+size 96455499
diff --git a/birads/three/saved/resnet50_512_3/fold0/model_auc.pth b/birads/three/saved/resnet50_512_3/fold0/model_auc.pth
new file mode 100644
index 0000000000000000000000000000000000000000..1084661f4851dd2e5e0e4ff402caad1e69fa216c
--- /dev/null
+++ b/birads/three/saved/resnet50_512_3/fold0/model_auc.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2c6fcd37510dadc1b878843c38d291e999300057e16ab9dc23b16ff7fe56581d
+size 96455499
diff --git a/birads/three/saved/resnet50_512_3/fold0/model_f1.pth b/birads/three/saved/resnet50_512_3/fold0/model_f1.pth
new file mode 100644
index 0000000000000000000000000000000000000000..b3a2fae332e0818e6ba3384e3dd186024060bfb2
--- /dev/null
+++ b/birads/three/saved/resnet50_512_3/fold0/model_f1.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:43ca90dfaee8894b6084a051463f0de50f58196b0ca0a7c43a41119ca1764944
+size 96455171
diff --git a/birads/three/saved/resnet50_512_3/fold0/model_loss.pth b/birads/three/saved/resnet50_512_3/fold0/model_loss.pth
new file mode 100644
index 0000000000000000000000000000000000000000..0fa135ddf500b211dd8d907d0470b1af627f06fa
--- /dev/null
+++ b/birads/three/saved/resnet50_512_3/fold0/model_loss.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7349d39a8905ff427520ba028be7465e8be4094b0f59099e90460a538bdb319b
+size 96455827
diff --git a/birads/three/saved/resnet50_512_3/fold1/checkpoint.pth b/birads/three/saved/resnet50_512_3/fold1/checkpoint.pth
new file mode 100644
index 0000000000000000000000000000000000000000..b858437a1732a97dfa3c03cd8775779611e0643c
--- /dev/null
+++ b/birads/three/saved/resnet50_512_3/fold1/checkpoint.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b212a014c38f9eaf823d3b30a444dbdfce3846e47c058703f8890b904586c485
+size 96455827
diff --git a/birads/three/saved/resnet50_512_3/fold1/log.json b/birads/three/saved/resnet50_512_3/fold1/log.json
new file mode 100644
index 0000000000000000000000000000000000000000..59797122f0a27345f8b2fe1ef052cbde9d1c8718
--- /dev/null
+++ b/birads/three/saved/resnet50_512_3/fold1/log.json
@@ -0,0 +1 @@
+{"train_loss": [0.9837538301944733, 0.8919723232587179, 0.8101312319437662, 0.7575099865595499, 0.7390133837858835, 0.6801156252622604, 0.6214434678355852, 0.5609039813280106, 0.5549382021029791, 0.5085161079963049, 0.494634931286176, 0.4209507554769516, 0.4497757504383723, 0.4626229256391525, 0.34255333493153256, 0.3459562137722969, 0.30976925666133565, 0.30733513211210567, 0.34952302525440854, 0.37617383897304535, 0.39608009532094, 0.32678038875261944, 0.22019916089872518, 0.21764621511101723, 0.19674902378271023, 0.16193878836929798, 0.13573598520209393, 0.09189669818927844, 0.09683798051749666, 0.23030455348392329, 0.16027005451420942, 0.10030798885660867, 0.07815797440707684, 0.06112464998538295, 0.0582428906733791, 0.04452092542002598, 0.03540855498674015, 0.030610289114216965, 0.029028012223231297, 0.049180130125023425, 0.03009928242924313, 0.025584811965624493, 0.02483770134858787, 0.024131221890759964, 0.0164114140594999, 0.01397785140822331, 0.017008861429834116, 0.014274557800187418, 0.015097937022801489, 0.016098390915431082, 0.011981096700765193, 0.02106265296849112, 0.013754646429636827, 0.013815827454285076, 0.01468983703913788, 0.009042655564068506, 0.007557472970802337, 0.010181371200208863, 0.00849301655155917, 0.007498426401677231, 0.012264732659483949, 0.009917384789635738, 0.016460769208303343, 0.012826670873134086, 0.00961089904497688, 0.01728413886545847, 0.014624959013114372, 0.00986204077101623, 0.010070497839478776, 0.011113247174459199, 0.009297502760697776, 0.012717524887799906, 0.00825319896102883, 0.012849319338177642, 0.007139336841646582, 0.007738272339338437, 0.014524286341232559, 0.00779427720408421, 0.009313482141199833, 0.0051095945139726, 0.005713218803672741, 0.013961969894201806, 0.009883543874214714, 0.00722429536593457, 0.015258879769438257, 0.013192416712020835, 0.009901390478868658, 0.007990156140294857, 0.006718725761553894, 0.010074349382193759, 0.011040327857093265, 0.015901356945202377, 0.00955328174556295, 0.008251385084198168, 0.00789277696943221, 0.024514288428084303, 0.008426262458669953, 0.008470398344798014, 0.010940386292835077, 0.011655936832539737], "train_acc": [0.5748663101604278, 0.6122994652406417, 0.6684491978609626, 0.6898395721925134, 0.7032085561497327, 0.7112299465240641, 0.7700534759358288, 0.7727272727272727, 0.767379679144385, 0.7780748663101604, 0.7807486631016043, 0.8475935828877005, 0.8235294117647058, 0.7967914438502673, 0.8449197860962567, 0.8636363636363636, 0.8823529411764706, 0.8743315508021391, 0.8636363636363636, 0.8502673796791443, 0.8502673796791443, 0.8743315508021391, 0.9278074866310161, 0.9278074866310161, 0.9197860962566845, 0.9331550802139037, 0.9331550802139037, 0.9705882352941176, 0.9679144385026738, 0.9144385026737968, 0.946524064171123, 0.9705882352941176, 0.9812834224598931, 0.9759358288770054, 0.9812834224598931, 0.9919786096256684, 0.9893048128342246, 0.9946524064171123, 0.9973262032085561, 0.9866310160427807, 0.9919786096256684, 0.9946524064171123, 0.9973262032085561, 0.9973262032085561, 0.9973262032085561, 0.9973262032085561, 0.9973262032085561, 1.0, 0.9973262032085561, 0.9973262032085561, 0.9973262032085561, 0.9946524064171123, 0.9946524064171123, 1.0, 0.9946524064171123, 0.9973262032085561, 1.0, 0.9973262032085561, 1.0, 1.0, 0.9946524064171123, 0.9973262032085561, 0.9973262032085561, 0.9973262032085561, 0.9973262032085561, 0.9946524064171123, 0.9973262032085561, 0.9973262032085561, 0.9946524064171123, 0.9973262032085561, 0.9973262032085561, 0.9946524064171123, 0.9973262032085561, 0.9946524064171123, 1.0, 1.0, 0.9973262032085561, 0.9973262032085561, 0.9946524064171123, 1.0, 1.0, 0.9973262032085561, 0.9973262032085561, 1.0, 0.9973262032085561, 0.9946524064171123, 0.9973262032085561, 0.9946524064171123, 1.0, 0.9946524064171123, 0.9973262032085561, 0.9946524064171123, 1.0, 0.9973262032085561, 0.9973262032085561, 0.9919786096256684, 0.9973262032085561, 0.9973262032085561, 0.9973262032085561, 0.9946524064171123], "test_loss": [0.935564657052358, 0.9039452274640402, 1.8748781234025955, 0.8872565825780233, 2.0423255125060678, 1.0557554761568706, 0.977278490861257, 0.7096769412358602, 0.9167093833287557, 0.7603413661321005, 0.7359249293804169, 1.029549332956473, 0.8719537655512491, 3.372652212778727, 1.2937713861465454, 1.110673318306605, 0.835464209318161, 1.163776695728302, 2.558595286992689, 1.1494779189427693, 1.1731546570857365, 1.1067188183466594, 0.9975548982620239, 1.5613115628560383, 1.8046213388442993, 1.6272701409955819, 1.3415352404117584, 1.9389027953147888, 1.5677088101704915, 1.2662837306658428, 1.3096473564704258, 1.1191818465789158, 1.157963107029597, 1.14737335840861, 1.2348213195800781, 1.3186643918355305, 1.1945142994324367, 1.372559184829394, 1.3840680768092473, 1.1978886822859447, 1.4364708065986633, 1.4647614111502965, 1.3779729108015697, 1.5431002577145894, 1.5579453135530155, 1.5816412766774495, 1.6175603543718655, 1.5042816003163655, 1.6481395214796066, 1.5782658159732819, 1.6916641394297283, 1.651775856812795, 1.6285753548145294, 1.7214453170696895, 1.6896063685417175, 1.5837097465991974, 1.6496869921684265, 1.7135179837544758, 1.6402069131533306, 1.6403659482796986, 1.6623532672723134, 1.6425598512093227, 1.7318805754184723, 1.6669264833132427, 1.7016206036011379, 1.7315545479456584, 1.6772405008474986, 1.6140039662520091, 1.665346955259641, 1.7277500530083973, 1.658660501241684, 1.8118106201291084, 1.586629589398702, 1.6221004724502563, 1.6353850265343983, 1.7312458008527756, 1.7025156170129776, 1.6924701035022736, 1.6566404352585475, 1.681029220422109, 1.6579202910264332, 1.650362918774287, 1.7181585729122162, 1.6169299234946568, 1.739074004193147, 1.7800890306631725, 1.713720033566157, 1.698740765452385, 1.6771917045116425, 1.6726521303256352, 1.6479717940092087, 1.7827457934617996, 1.6836304018894832, 1.61821615199248, 1.6540000438690186, 1.687934676806132, 1.7253527144591014, 1.671236664056778, 1.6477832893530528, 1.5336345881223679], "test_acc": [0.6170212765957447, 0.6382978723404256, 0.648936170212766, 0.6382978723404256, 0.6595744680851063, 0.6702127659574468, 0.5638297872340425, 0.7446808510638298, 0.7127659574468085, 0.6595744680851063, 0.7340425531914894, 0.7446808510638298, 0.6595744680851063, 0.1276595744680851, 0.5851063829787234, 0.7553191489361702, 0.7021276595744681, 0.6702127659574468, 0.6382978723404256, 0.6170212765957447, 0.6808510638297872, 0.5638297872340425, 0.7021276595744681, 0.648936170212766, 0.4787234042553192, 0.6808510638297872, 0.6914893617021277, 0.6914893617021277, 0.574468085106383, 0.5957446808510638, 0.723404255319149, 0.7127659574468085, 0.723404255319149, 0.723404255319149, 0.7021276595744681, 0.723404255319149, 0.6914893617021277, 0.7021276595744681, 0.7021276595744681, 0.7127659574468085, 0.7021276595744681, 0.7127659574468085, 0.7127659574468085, 0.723404255319149, 0.723404255319149, 0.723404255319149, 0.7127659574468085, 0.7021276595744681, 0.7127659574468085, 0.7127659574468085, 0.7127659574468085, 0.7127659574468085, 0.7127659574468085, 0.723404255319149, 0.7127659574468085, 0.7021276595744681, 0.7127659574468085, 0.7021276595744681, 0.7021276595744681, 0.7021276595744681, 0.6914893617021277, 0.7021276595744681, 0.7021276595744681, 0.7127659574468085, 0.7021276595744681, 0.7127659574468085, 0.7021276595744681, 0.7021276595744681, 0.7021276595744681, 0.7127659574468085, 0.7021276595744681, 0.7127659574468085, 0.7021276595744681, 0.6914893617021277, 0.6914893617021277, 0.7127659574468085, 0.7021276595744681, 0.7127659574468085, 0.7021276595744681, 0.7021276595744681, 0.7021276595744681, 0.7021276595744681, 0.7127659574468085, 0.7021276595744681, 0.7127659574468085, 0.7127659574468085, 0.6914893617021277, 0.7021276595744681, 0.7021276595744681, 0.6914893617021277, 0.7021276595744681, 0.7127659574468085, 0.7021276595744681, 0.6914893617021277, 0.7021276595744681, 0.6914893617021277, 0.7127659574468085, 0.7127659574468085, 0.7021276595744681, 0.7021276595744681], "test_auc": [0.5668476638304224, 0.6899663714318885, 0.6023274618102205, 0.704774759085104, 0.6255707734156011, 0.7136610356437942, 0.7281748105023969, 0.8251171402033471, 0.7083407971339005, 0.8295138370569405, 0.8252377013152875, 0.7582900018244847, 0.7671875777479226, 0.6198686371100164, 0.7304242133983513, 0.7921569968983763, 0.7840807500290259, 0.7545379907448874, 0.6814008309697965, 0.7203431067655206, 0.7336846502794779, 0.7226209135691896, 0.7731176709624985, 0.7313726343898758, 0.7141474266474267, 0.7032874931581827, 0.7396346469622331, 0.7521560017249672, 0.7051841278134382, 0.7167234744820951, 0.778768182647493, 0.7927147086629845, 0.7967068053274949, 0.8015264508798992, 0.7994437395299464, 0.7999237033719792, 0.7974025974025974, 0.7900673400673401, 0.7923888930354449, 0.7939466504121677, 0.7876716674130467, 0.7861615954288368, 0.7917116567978638, 0.7861549609394437, 0.7811768132888822, 0.7781650660961006, 0.7790365684762236, 0.7855956942163839, 0.7769687847274054, 0.7725561236337098, 0.7724836625698694, 0.7790299339868305, 0.7786954105919625, 0.776446318687698, 0.7761703653945032, 0.7773510971786833, 0.7764163598215322, 0.768303519596623, 0.7706034068103035, 0.7738396900034831, 0.7749944021495745, 0.774876639962847, 0.7726212245608798, 0.7765690567414705, 0.7748638893035444, 0.7739707211689971, 0.7741012340150272, 0.7795877494153357, 0.7769316730523627, 0.7725426473271302, 0.7755888109336384, 0.7699079257268912, 0.7810161342488929, 0.7784905707319499, 0.7797030236685409, 0.772714625731867, 0.7732447628999353, 0.7741884153522084, 0.7772362375810652, 0.7758647642268333, 0.7767348153124015, 0.7761759632449287, 0.776176792556103, 0.7813651705893085, 0.7772520981572706, 0.7741023743178914, 0.7753056011676701, 0.7768878232240302, 0.779478384004246, 0.775980245807832, 0.7766479449669106, 0.7717430876913637, 0.775334212403178, 0.7817202194357368, 0.7770982609344678, 0.7751609900316797, 0.7748277106035726, 0.7811405309250136, 0.7803848211175798, 0.7840995131943408], "test_f1": [0.2543859649122807, 0.33173005219985086, 0.3540229885057471, 0.40343915343915343, 0.40015015015015015, 0.40542328042328046, 0.39525114155251134, 0.5882738455333737, 0.5534410617817115, 0.5165707769657389, 0.5753846153846154, 0.5763560898812079, 0.5841880341880342, 0.07547169811320754, 0.47981360221749086, 0.6582633053221288, 0.5699671172816952, 0.5256807933973288, 0.33173005219985086, 0.5133626237074512, 0.4425863991081382, 0.47573696145124716, 0.5453506233701283, 0.4934086629001883, 0.4061989023251577, 0.43822751322751324, 0.578783308195073, 0.4591205578047683, 0.46475612265898336, 0.40233479257869503, 0.5534290271132376, 0.5588990954844614, 0.5696231884057971, 0.5670247095177824, 0.5594385964912281, 0.5801969816125528, 0.5305100634132892, 0.5400644849463747, 0.5400644849463747, 0.5658754564674225, 0.5431783685859773, 0.5501590385311316, 0.5616483654317609, 0.560321499252797, 0.560321499252797, 0.560321499252797, 0.553017353017353, 0.5400644849463747, 0.553017353017353, 0.5501590385311316, 0.553017353017353, 0.5501590385311316, 0.547597687400319, 0.560321499252797, 0.547597687400319, 0.5400644849463747, 0.547597687400319, 0.5400644849463747, 0.5400644849463747, 0.5400644849463747, 0.5330289678115765, 0.5401199850018747, 0.5400644849463747, 0.547597687400319, 0.5400644849463747, 0.547597687400319, 0.5400644849463747, 0.5400644849463747, 0.5406103413274713, 0.5501590385311316, 0.5400644849463747, 0.5501590385311316, 0.5401199850018747, 0.5327080327080327, 0.5330289678115765, 0.547597687400319, 0.5400644849463747, 0.547597687400319, 0.5400644849463747, 0.5400644849463747, 0.5400644849463747, 0.5400644849463747, 0.5501590385311316, 0.5400644849463747, 0.5501590385311316, 0.5501590385311316, 0.5330289678115765, 0.5400644849463747, 0.5400644849463747, 0.5330289678115765, 0.5400644849463747, 0.5501590385311316, 0.5400644849463747, 0.5327080327080327, 0.5400644849463747, 0.5330289678115765, 0.547597687400319, 0.547597687400319, 0.5400644849463747, 0.5471042128603104]}
\ No newline at end of file
diff --git a/birads/three/saved/resnet50_512_3/fold1/model_acc.pth b/birads/three/saved/resnet50_512_3/fold1/model_acc.pth
new file mode 100644
index 0000000000000000000000000000000000000000..c29fa3841cd0b15c8a69a8b5343df96a3ca24baa
--- /dev/null
+++ b/birads/three/saved/resnet50_512_3/fold1/model_acc.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bedb56ef205666b30ba9e97a0eeaad89f3780cb086598abda2e7f3c2a26d19e9
+size 96455499
diff --git a/birads/three/saved/resnet50_512_3/fold1/model_auc.pth b/birads/three/saved/resnet50_512_3/fold1/model_auc.pth
new file mode 100644
index 0000000000000000000000000000000000000000..104e987b0a03fd961e10880a552ac2253a085428
--- /dev/null
+++ b/birads/three/saved/resnet50_512_3/fold1/model_auc.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0080dfa3ac7956eac089a01b02fda99fdc96fe6b8afafbd1f345d0c034fb8a76
+size 96455499
diff --git a/birads/three/saved/resnet50_512_3/fold1/model_f1.pth b/birads/three/saved/resnet50_512_3/fold1/model_f1.pth
new file mode 100644
index 0000000000000000000000000000000000000000..1959222dbef8192fb09f8dcec8873168ba5b0693
--- /dev/null
+++ b/birads/three/saved/resnet50_512_3/fold1/model_f1.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9ca87c681cf11971b6ddf4dcfec6cf49e0aa7d31f00eb9739349e435739e4e50
+size 96455171
diff --git a/birads/three/saved/resnet50_512_3/fold1/model_loss.pth b/birads/three/saved/resnet50_512_3/fold1/model_loss.pth
new file mode 100644
index 0000000000000000000000000000000000000000..c344bde90f868504a66d6e771703182fc8618923
--- /dev/null
+++ b/birads/three/saved/resnet50_512_3/fold1/model_loss.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:423603c4abcdd2dbec0776d1b66c2eef3430ead2ad46fa46185ce80a995ffbd1
+size 96455827
diff --git a/birads/three/saved/resnet50_512_3/fold2/checkpoint.pth b/birads/three/saved/resnet50_512_3/fold2/checkpoint.pth
new file mode 100644
index 0000000000000000000000000000000000000000..e15e8364b84c4feadd35db1358443d9072a7c094
--- /dev/null
+++ b/birads/three/saved/resnet50_512_3/fold2/checkpoint.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:710002eadcf7916b03bfcfacd279a60dc81e05f4282d87a7b1a35efe7b6a638e
+size 96455827
diff --git a/birads/three/saved/resnet50_512_3/fold2/log.json b/birads/three/saved/resnet50_512_3/fold2/log.json
new file mode 100644
index 0000000000000000000000000000000000000000..fc650c3f0b786b685d5cb1542e1e6b81ae280176
--- /dev/null
+++ b/birads/three/saved/resnet50_512_3/fold2/log.json
@@ -0,0 +1 @@
+{"train_loss": [0.960872009396553, 0.8801905810832977, 0.8060264041026434, 0.7652546465396881, 0.7324191331863403, 0.6845239400863647, 0.5863829081257185, 0.4854126920302709, 0.4496607184410095, 0.5037195359667143, 0.4437599604328473, 0.35309037442008656, 0.3976546339690685, 0.48133471111456555, 0.3527473496894042, 0.3291917045911153, 0.3469145546356837, 0.27537549038728076, 0.22596860118210316, 0.309321337689956, 0.2088568260272344, 0.22097093984484673, 0.25418523388604325, 0.202749775412182, 0.137110097023348, 0.0854410541554292, 0.08471057517454028, 0.13060978443051377, 0.17473788745701313, 0.10477758540461461, 0.06423614112039407, 0.03635849943384528, 0.0363453368190676, 0.04030431380184988, 0.025103602092713118, 0.02208729802320401, 0.020657154188180964, 0.017779400067714352, 0.01436399012648811, 0.01681172496561582, 0.016491582229112584, 0.017285463244964678, 0.019739201408810914, 0.01704433102471133, 0.017146711703389883, 0.009197141121452054, 0.012080560942801336, 0.015270382592764994, 0.009982323933703205, 0.012244655673081676, 0.007128048474745204, 0.013736465247347951, 0.007745165591283391, 0.009808442555367947, 0.010503133778305104, 0.009849568217759952, 0.008873018552549183, 0.010198068310273811, 0.010987633257173002, 0.007578321296023205, 0.008496018829949511, 0.011199056384308884, 0.01826148006754617, 0.007270047576942791, 0.005580693706482028, 0.01586098256908978, 0.012374775076750666, 0.008286879155396795, 0.009011349747500693, 0.006415996603512515, 0.010959772485269545, 0.010260445191912973, 0.0066042745020240545, 0.010617824707878754, 0.006643728362784411, 0.009900047996779904, 0.009335658687632531, 0.0076812921615783125, 0.006924494834189924, 0.00852258488885127, 0.006227930299549674, 0.007306329188092302, 0.007674339266183476, 0.00836335563993392, 0.010316422500181943, 0.00790116450904558, 0.006201147746954423, 0.010670070963290831, 0.006287273349395643, 0.012573298134763414, 0.005851942861530309, 0.008408774752751924, 0.010957206269570937, 0.005996833827036123, 0.006124901046860032, 0.01802501497634997, 0.010419948176907686, 0.009895968141790945, 0.008212130759299422, 0.011003630958536329], "train_acc": [0.5775401069518716, 0.6229946524064172, 0.6737967914438503, 0.6871657754010695, 0.7192513368983957, 0.7192513368983957, 0.7834224598930482, 0.8048128342245989, 0.8128342245989305, 0.7834224598930482, 0.8262032085561497, 0.8582887700534759, 0.8422459893048129, 0.7914438502673797, 0.8582887700534759, 0.8716577540106952, 0.8582887700534759, 0.9010695187165776, 0.9144385026737968, 0.893048128342246, 0.9224598930481284, 0.9144385026737968, 0.8957219251336899, 0.9224598930481284, 0.9518716577540107, 0.9812834224598931, 0.9732620320855615, 0.946524064171123, 0.9358288770053476, 0.9705882352941176, 0.9786096256684492, 0.9946524064171123, 0.9919786096256684, 0.9866310160427807, 1.0, 0.9946524064171123, 0.9973262032085561, 0.9973262032085561, 1.0, 0.9973262032085561, 0.9973262032085561, 0.9946524064171123, 0.9973262032085561, 0.9946524064171123, 0.9946524064171123, 1.0, 0.9973262032085561, 0.9973262032085561, 0.9973262032085561, 0.9973262032085561, 1.0, 0.9973262032085561, 1.0, 1.0, 0.9946524064171123, 0.9946524064171123, 0.9973262032085561, 0.9946524064171123, 0.9973262032085561, 0.9973262032085561, 0.9946524064171123, 0.9973262032085561, 0.9973262032085561, 1.0, 0.9973262032085561, 0.9946524064171123, 0.9973262032085561, 0.9973262032085561, 0.9946524064171123, 0.9973262032085561, 0.9946524064171123, 0.9973262032085561, 1.0, 0.9946524064171123, 0.9973262032085561, 0.9919786096256684, 0.9973262032085561, 0.9973262032085561, 0.9946524064171123, 1.0, 0.9973262032085561, 0.9973262032085561, 0.9973262032085561, 0.9973262032085561, 0.9973262032085561, 0.9973262032085561, 0.9973262032085561, 0.9973262032085561, 0.9973262032085561, 0.9946524064171123, 1.0, 0.9946524064171123, 0.9973262032085561, 0.9973262032085561, 0.9973262032085561, 0.9946524064171123, 0.9946524064171123, 0.9946524064171123, 0.9973262032085561, 0.9946524064171123], "test_loss": [0.8591945966084799, 0.8565657536188761, 1.0689220279455185, 0.9116143782933553, 0.7601447502772013, 1.1369622002045314, 1.054750641187032, 0.9354493618011475, 1.3506280730168025, 1.1341530879338582, 3.406363390541325, 1.1128944357236226, 3.2988921999931335, 1.1644448339939117, 1.2718383073806763, 2.3347328156232834, 1.046714464823405, 1.3975778023401897, 4.184583625319647, 1.6552544434865315, 1.4240459812184174, 1.449287434418996, 3.708414747418525, 1.727787931760152, 1.2897091110547383, 1.2613346775372822, 1.966472548743089, 2.277231700330352, 1.7131321430206299, 2.4020539795358977, 1.690857321023941, 1.4641655087471008, 1.6305699050426483, 1.494708259900411, 1.5892753352721531, 1.6085323964556058, 1.6025075217088063, 1.671803576250871, 1.7310392012198765, 1.5916207234064739, 1.6574289947748184, 1.7876978665590286, 1.6904111802577972, 1.778073747952779, 1.7398651689291, 1.654763658841451, 1.7762337749203045, 1.7669595181941986, 1.838488553961118, 1.771451900402705, 1.9094112142920494, 1.856295461455981, 1.8778747444351513, 1.9714492075145245, 1.8126436670621235, 1.7789144416650136, 1.8256824612617493, 1.9343711733818054, 1.8129938493172328, 1.881554229805867, 1.7931863715251286, 1.799297866721948, 1.8668178617954254, 1.8946754336357117, 1.8268188585837681, 1.9266904468337696, 1.8647910207509995, 1.8363449548681576, 1.8964108278354008, 1.8579886655012767, 1.8179672559102376, 1.952042358616988, 1.8681961596012115, 1.8393686761458714, 1.8234193871418636, 1.9653160249193509, 1.8413500512639682, 1.9162655174732208, 1.847709596157074, 1.8819921165704727, 1.8334866265455882, 1.8484993825356166, 1.881615586578846, 1.8457839488983154, 2.0093750059604645, 1.9911569505929947, 1.915652059018612, 1.9215625400344531, 1.8559221575657527, 1.835127090414365, 1.809605787197749, 1.9495429173111916, 1.8909619847933452, 1.8634660591681798, 1.9149447331825893, 1.8647698412338893, 1.9474930117527645, 1.9275974382956822, 1.85907015701135, 1.7883297850688298], "test_acc": [0.6170212765957447, 0.723404255319149, 0.723404255319149, 0.6914893617021277, 0.7446808510638298, 0.7021276595744681, 0.5851063829787234, 0.5531914893617021, 0.648936170212766, 0.5212765957446809, 0.6808510638297872, 0.5531914893617021, 0.5851063829787234, 0.6914893617021277, 0.5851063829787234, 0.6914893617021277, 0.5851063829787234, 0.5957446808510638, 0.648936170212766, 0.39361702127659576, 0.6702127659574468, 0.48936170212765956, 0.648936170212766, 0.5106382978723404, 0.648936170212766, 0.7021276595744681, 0.6702127659574468, 0.6914893617021277, 0.43617021276595747, 0.6595744680851063, 0.6914893617021277, 0.6914893617021277, 0.6914893617021277, 0.7127659574468085, 0.7021276595744681, 0.6808510638297872, 0.7021276595744681, 0.6914893617021277, 0.6914893617021277, 0.7021276595744681, 0.7021276595744681, 0.6914893617021277, 0.7127659574468085, 0.6914893617021277, 0.7021276595744681, 0.7127659574468085, 0.6914893617021277, 0.7021276595744681, 0.6914893617021277, 0.7021276595744681, 0.6914893617021277, 0.6914893617021277, 0.7021276595744681, 0.7127659574468085, 0.7127659574468085, 0.7021276595744681, 0.7021276595744681, 0.7021276595744681, 0.723404255319149, 0.7340425531914894, 0.723404255319149, 0.7446808510638298, 0.723404255319149, 0.723404255319149, 0.723404255319149, 0.7127659574468085, 0.723404255319149, 0.7340425531914894, 0.7127659574468085, 0.7127659574468085, 0.7127659574468085, 0.723404255319149, 0.7127659574468085, 0.7127659574468085, 0.7127659574468085, 0.7340425531914894, 0.7127659574468085, 0.7021276595744681, 0.7021276595744681, 0.723404255319149, 0.7021276595744681, 0.7127659574468085, 0.723404255319149, 0.7127659574468085, 0.7127659574468085, 0.7127659574468085, 0.723404255319149, 0.7127659574468085, 0.7021276595744681, 0.7021276595744681, 0.7021276595744681, 0.7127659574468085, 0.7127659574468085, 0.7127659574468085, 0.7127659574468085, 0.723404255319149, 0.7127659574468085, 0.723404255319149, 0.7127659574468085, 0.7127659574468085], "test_auc": [0.6910608654449176, 0.79464492771337, 0.7163279875785126, 0.8053819259264072, 0.7652454411278637, 0.78162250415795, 0.7714060539250057, 0.7348411652151801, 0.7817008618799625, 0.7116397728532976, 0.7905571531911239, 0.685894186415346, 0.6591668954255268, 0.7892349210478291, 0.7037521092054858, 0.684626992427171, 0.7374586518652984, 0.7721304778706243, 0.7166117662113795, 0.6510734724661799, 0.7886773211176736, 0.7205172233981187, 0.7020017943524793, 0.660166984743253, 0.8158599339830909, 0.7944613081619109, 0.7803352839517269, 0.790215321294852, 0.6824560129415919, 0.7553104132563816, 0.7912049657293526, 0.7789500370061616, 0.7886435900898446, 0.7931288613314091, 0.7918227934606189, 0.7918816045744367, 0.7895865778438577, 0.7951117004831051, 0.795748226731972, 0.7898912642076564, 0.7955587018797492, 0.7884727637552222, 0.7869166014881891, 0.7871271364271051, 0.7889602951089226, 0.7852979453888214, 0.7913766267856536, 0.786292362108474, 0.7895879489932817, 0.7888067961424768, 0.7867453577927273, 0.7924505964919444, 0.7910664825619906, 0.7894130225793033, 0.7911579050569415, 0.7882922604144739, 0.791389181868678, 0.7963580168204089, 0.7941129288391396, 0.7970946887817679, 0.7959769237607431, 0.7990022108042324, 0.7887949266341643, 0.7942555120858575, 0.7920042806700124, 0.7956161552130586, 0.7908539042678546, 0.7932613635800775, 0.7963997687799226, 0.7894871177060775, 0.7910906389394552, 0.7915335402567433, 0.7906969907967648, 0.7915841645807649, 0.7904221868841672, 0.7957397717283033, 0.7925158192542106, 0.793385665670034, 0.7905138775929906, 0.7923089670338112, 0.7872155617782511, 0.7900139403032322, 0.7927379554875666, 0.7913182330326752, 0.7964652597560615, 0.7918122951017302, 0.796015261215613, 0.7936162569070587, 0.7894813916323408, 0.7899368480326534, 0.7890496742486534, 0.7934155481212352, 0.7931961408178112, 0.7909099864517403, 0.7933302690608603, 0.7944032849785666, 0.7918802467939284, 0.7934274176295477, 0.7899457203971614, 0.7894341818129632], "test_f1": [0.2543859649122807, 0.47035471891407354, 0.4633626432187583, 0.46634042286216193, 0.606415027467659, 0.49100134471651496, 0.4338825227991301, 0.4695512820512821, 0.35876504447933016, 0.40912485572679747, 0.40277121713116043, 0.44371225244627555, 0.3792497548218372, 0.5534453781512605, 0.483671092476124, 0.456841617425559, 0.48483194984617173, 0.39250085999312007, 0.357389202256245, 0.36566308685084686, 0.47813519813519817, 0.3858333333333333, 0.3580385487528344, 0.451010101010101, 0.4767212011607857, 0.5371762740183793, 0.4659593280282935, 0.4559921465292309, 0.3800078993010836, 0.4083019298846637, 0.5084790781301078, 0.5302857142857142, 0.5057315521628499, 0.5458851809954751, 0.530448717948718, 0.48681003584229393, 0.5416315937149271, 0.5069444444444445, 0.5114945794581353, 0.5416315937149271, 0.530448717948718, 0.5069444444444445, 0.5574572409218078, 0.5069444444444445, 0.5248477137790114, 0.5567979002624672, 0.5069444444444445, 0.5213887561713648, 0.5061484409310496, 0.5324234713547691, 0.5069444444444445, 0.5069444444444445, 0.5263504611330698, 0.5332270069112174, 0.5526254915567893, 0.5492521092521092, 0.5301320901320902, 0.5111989459815547, 0.5655651913875598, 0.5745500875935659, 0.5676120094724745, 0.5883173843700159, 0.5668464217503651, 0.5494949494949495, 0.5645625244810027, 0.5306001188354129, 0.5711975711975712, 0.5750582750582751, 0.5304473304473304, 0.5593541911476695, 0.5593541911476695, 0.5521303258145364, 0.5573013327567463, 0.5573013327567463, 0.5593541911476695, 0.560052677787533, 0.5593541911476695, 0.5255496137849079, 0.5431599445755159, 0.5668464217503651, 0.5494291283764968, 0.5573013327567463, 0.557792051437236, 0.5647179487179487, 0.5217442200760901, 0.5332270069112174, 0.5603864734299516, 0.5306001188354129, 0.5514884963703861, 0.5494291283764968, 0.5514884963703861, 0.5444444444444444, 0.5503742634177416, 0.5593541911476695, 0.5503742634177416, 0.5585803509467632, 0.5332270069112174, 0.5524104378593542, 0.5593541911476695, 0.5647179487179487]}
\ No newline at end of file
diff --git a/birads/three/saved/resnet50_512_3/fold2/model_acc.pth b/birads/three/saved/resnet50_512_3/fold2/model_acc.pth
new file mode 100644
index 0000000000000000000000000000000000000000..2d0b0b24d374296ab190518a246218bb7c0aebc7
--- /dev/null
+++ b/birads/three/saved/resnet50_512_3/fold2/model_acc.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f6ab3fe44960f10c0622af6a936e1bdd706d0084b491adbc9b8ccba1903b59e4
+size 96455499
diff --git a/birads/three/saved/resnet50_512_3/fold2/model_auc.pth b/birads/three/saved/resnet50_512_3/fold2/model_auc.pth
new file mode 100644
index 0000000000000000000000000000000000000000..b1a7c7890acb738d4329c69ef62db6d173a75082
--- /dev/null
+++ b/birads/three/saved/resnet50_512_3/fold2/model_auc.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6d25cafd801e2099457f46a6b9acd7fe3349bed6487faf41eaa8c304b9dc18e2
+size 96455499
diff --git a/birads/three/saved/resnet50_512_3/fold2/model_f1.pth b/birads/three/saved/resnet50_512_3/fold2/model_f1.pth
new file mode 100644
index 0000000000000000000000000000000000000000..e9e567ae535ee45b3e83f0ad5fba43a9e66796d1
--- /dev/null
+++ b/birads/three/saved/resnet50_512_3/fold2/model_f1.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0d700e18dfd4bd51ce7b1ab7e42dd716ce9d3094affe0025be24eaae2597a1b2
+size 96455171
diff --git a/birads/three/saved/resnet50_512_3/fold2/model_loss.pth b/birads/three/saved/resnet50_512_3/fold2/model_loss.pth
new file mode 100644
index 0000000000000000000000000000000000000000..3ea2db9a3ea86b277b72c7284ccf81861c127c04
--- /dev/null
+++ b/birads/three/saved/resnet50_512_3/fold2/model_loss.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f87e3d65f260d36e6d4de73fbefdfd49fc93af684ce928efe90c8d096da378e9
+size 96455827
diff --git a/birads/three/saved/resnet50_512_3/fold3/checkpoint.pth b/birads/three/saved/resnet50_512_3/fold3/checkpoint.pth
new file mode 100644
index 0000000000000000000000000000000000000000..b8077404faeff4c68b2e435a349f549796a5012b
--- /dev/null
+++ b/birads/three/saved/resnet50_512_3/fold3/checkpoint.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4b632aa7756aff2eb7e563d1c127d6c46c5b179825b3c0c7144b83fca39ae804
+size 96455827
diff --git a/birads/three/saved/resnet50_512_3/fold3/log.json b/birads/three/saved/resnet50_512_3/fold3/log.json
new file mode 100644
index 0000000000000000000000000000000000000000..36b4196525ad5f3e1738fbc723abe250f1d6f31f
--- /dev/null
+++ b/birads/three/saved/resnet50_512_3/fold3/log.json
@@ -0,0 +1 @@
+{"train_loss": [1.016604334115982, 0.9039639780918757, 0.8860985934734344, 0.8349159409602483, 0.7817865659793218, 0.7730502982934316, 0.6801441386342049, 0.6538857519626617, 0.6759069909652075, 0.5904582291841507, 0.41504864643017453, 0.45514089489976567, 0.46523568282524747, 0.3831213613351186, 0.30884903110563755, 0.2696565104027589, 0.3215807502468427, 0.3375917077064514, 0.2595466772715251, 0.30735928813616437, 0.2510433706144492, 0.23694426814715067, 0.16634798049926758, 0.14305688130358854, 0.15822192933410406, 0.1988561637699604, 0.1964440799007813, 0.1438438966870308, 0.15761643275618553, 0.19222372584044933, 0.13638297778864703, 0.08144621357011299, 0.06456448727597792, 0.05720842117443681, 0.04097674290339152, 0.03553579212166369, 0.04341241360331575, 0.022324383724480867, 0.01966656317623953, 0.020258590035761397, 0.023318925329173606, 0.023899710659558576, 0.026625492648842435, 0.022910419618710876, 0.017736659618094563, 0.018950240065654118, 0.01868806404915328, 0.013459016724179188, 0.014709687772362182, 0.013785652990918607, 0.01154493490078797, 0.01970200896418343, 0.007857136564174047, 0.00926115627711018, 0.009150393772870302, 0.02374380297260359, 0.02281521838934471, 0.019440283009316772, 0.021753324030820902, 0.00833371035211409, 0.009519658594702681, 0.008184437601206204, 0.013651952991494909, 0.008535987561723838, 0.011021607235306874, 0.008030124066863209, 0.015663911898930866, 0.010357677975359062, 0.031535086842874684, 0.01449949229330135, 0.010505750891752541, 0.009452885967524102, 0.009338530284973482, 0.012186747694310421, 0.019339108645605545, 0.01366218637364606, 0.013720941332091266, 0.01690725306980312, 0.017726103008802358, 0.01136393251363188, 0.015089378342963755, 0.009487807226832956, 0.01794567592636061, 0.00910819946633031, 0.008686817580989251, 0.013919022613360236, 0.010568267956841737, 0.00876915671202975, 0.010481885741076743, 0.009377464652061462, 0.013053609291091561, 0.009923852388358986, 0.010958230016209805, 0.013611670835719755, 0.012030088134148778, 0.007871473004342988, 0.011643104022368789, 0.012463648919947445, 0.009829725458985195, 0.008677753454927975], "train_acc": [0.5946666666666667, 0.616, 0.6133333333333333, 0.6693333333333333, 0.664, 0.672, 0.7253333333333334, 0.7226666666666667, 0.7253333333333334, 0.7573333333333333, 0.848, 0.816, 0.8453333333333334, 0.832, 0.8773333333333333, 0.9146666666666666, 0.8666666666666667, 0.8533333333333334, 0.92, 0.9013333333333333, 0.904, 0.9066666666666666, 0.944, 0.9466666666666667, 0.9466666666666667, 0.928, 0.9333333333333333, 0.9413333333333334, 0.9493333333333334, 0.9413333333333334, 0.952, 0.976, 0.9866666666666667, 0.9786666666666667, 0.9893333333333333, 0.9893333333333333, 0.9893333333333333, 0.9973333333333333, 0.9973333333333333, 0.9946666666666667, 0.9973333333333333, 0.9946666666666667, 0.9946666666666667, 0.9946666666666667, 0.9973333333333333, 0.9946666666666667, 0.9973333333333333, 0.9973333333333333, 0.9973333333333333, 0.9973333333333333, 1.0, 0.9973333333333333, 0.9973333333333333, 0.9973333333333333, 1.0, 0.9973333333333333, 0.9946666666666667, 0.9946666666666667, 0.9946666666666667, 1.0, 1.0, 1.0, 0.9973333333333333, 1.0, 0.9973333333333333, 0.9973333333333333, 0.9946666666666667, 0.9973333333333333, 0.9866666666666667, 0.9973333333333333, 0.9973333333333333, 0.9973333333333333, 0.9973333333333333, 0.9946666666666667, 0.9946666666666667, 0.9973333333333333, 0.9973333333333333, 0.9946666666666667, 0.9946666666666667, 0.9946666666666667, 0.9946666666666667, 1.0, 0.9946666666666667, 1.0, 0.9973333333333333, 0.9973333333333333, 0.9973333333333333, 1.0, 0.9973333333333333, 0.9973333333333333, 0.9973333333333333, 0.9946666666666667, 0.9973333333333333, 0.9973333333333333, 0.9973333333333333, 1.0, 0.9973333333333333, 0.9973333333333333, 0.9973333333333333, 0.9973333333333333], "test_loss": [0.9484403332074484, 0.9488908449808756, 1.2818527619043987, 3.004201809565226, 1.1572408477465312, 0.687850554784139, 0.8784209489822388, 1.0272472004095714, 1.3618128895759583, 1.6381815125544865, 1.0754909714063008, 1.4627102613449097, 1.1990433235963185, 0.9097338517506918, 1.0712984104951222, 1.470116913318634, 1.7889575113852818, 1.0172355075677235, 4.996680915355682, 1.416721945007642, 1.380216360092163, 1.6790990630785625, 1.069937825202942, 4.267660443981488, 3.0321255127588906, 1.2827055056889851, 1.0897499124209087, 1.9148280024528503, 2.484669953584671, 1.6518201629320781, 1.132222334543864, 1.113178014755249, 1.2262335767348607, 1.2128835916519165, 1.323893631498019, 1.35044930378596, 1.2927873333295186, 1.2755889395872753, 1.4025648832321167, 1.3321946660677593, 1.3740366995334625, 1.3783998092015584, 1.6290920873483021, 1.6417169670263927, 1.4618516564369202, 1.4586657186349232, 1.4142565329869587, 1.489279568195343, 1.4170779188474019, 1.4889006614685059, 1.545538951953252, 1.6848156154155731, 1.5917223592599232, 1.6934197147687275, 1.601832429567973, 1.68109397093455, 1.6258099675178528, 1.6102847655614216, 1.6298184196154277, 1.6487633188565571, 1.5570842921733856, 1.490268091360728, 1.6066283981005351, 1.562049796183904, 1.5823574463526409, 1.615798185269038, 1.6049665709336598, 1.5643232067426045, 1.6861437261104584, 1.5680319766203563, 1.6193124850591023, 1.6471499900023143, 1.660927673180898, 1.5173555711905162, 1.6662208239237468, 1.5723651746908824, 1.5969179173310597, 1.6009094019730885, 1.6035988827546437, 1.650889625151952, 1.661662220954895, 1.6393270591894786, 1.6419533888498943, 1.657973865667979, 1.5806528826554616, 1.5400571624437969, 1.6368524134159088, 1.5801935096581776, 1.761902888615926, 1.6798909902572632, 1.6432904998461406, 1.5928030212720234, 1.6187489132086437, 1.6632758180300395, 1.6380901137987773, 1.6602530777454376, 1.669563889503479, 1.6682209173838298, 1.6595248778661091, 1.6297904551029205], "test_acc": [0.6129032258064516, 0.6559139784946236, 0.2903225806451613, 0.23655913978494625, 0.45161290322580644, 0.7204301075268817, 0.6881720430107527, 0.6129032258064516, 0.6344086021505376, 0.6236559139784946, 0.6344086021505376, 0.5698924731182796, 0.6451612903225806, 0.5591397849462365, 0.6881720430107527, 0.5806451612903226, 0.5913978494623656, 0.6559139784946236, 0.24731182795698925, 0.6344086021505376, 0.5698924731182796, 0.6451612903225806, 0.5913978494623656, 0.6236559139784946, 0.3225806451612903, 0.5053763440860215, 0.6666666666666666, 0.6344086021505376, 0.6236559139784946, 0.6344086021505376, 0.6881720430107527, 0.7204301075268817, 0.6989247311827957, 0.7096774193548387, 0.6989247311827957, 0.6989247311827957, 0.7096774193548387, 0.7096774193548387, 0.7096774193548387, 0.7096774193548387, 0.6989247311827957, 0.7096774193548387, 0.6989247311827957, 0.6989247311827957, 0.6989247311827957, 0.7096774193548387, 0.7096774193548387, 0.7096774193548387, 0.6989247311827957, 0.6989247311827957, 0.7096774193548387, 0.6989247311827957, 0.7096774193548387, 0.7096774193548387, 0.6881720430107527, 0.7096774193548387, 0.7096774193548387, 0.7096774193548387, 0.6989247311827957, 0.6989247311827957, 0.6989247311827957, 0.6989247311827957, 0.7096774193548387, 0.6989247311827957, 0.6989247311827957, 0.6989247311827957, 0.6989247311827957, 0.6989247311827957, 0.6989247311827957, 0.6989247311827957, 0.6989247311827957, 0.6989247311827957, 0.6989247311827957, 0.6881720430107527, 0.6989247311827957, 0.6881720430107527, 0.6881720430107527, 0.6989247311827957, 0.6881720430107527, 0.6989247311827957, 0.7096774193548387, 0.6881720430107527, 0.6881720430107527, 0.6989247311827957, 0.6881720430107527, 0.6881720430107527, 0.7096774193548387, 0.6881720430107527, 0.6881720430107527, 0.6989247311827957, 0.7096774193548387, 0.6881720430107527, 0.6989247311827957, 0.6989247311827957, 0.6989247311827957, 0.6881720430107527, 0.6881720430107527, 0.6989247311827957, 0.7096774193548387, 0.6881720430107527], "test_auc": [0.7286147020353949, 0.755496435823792, 0.6786502883048847, 0.5184265796244353, 0.7715709920312173, 0.812977084048326, 0.733323317586391, 0.6447866222015225, 0.7094284490003462, 0.7590809957987706, 0.7571819787048758, 0.7113191516085674, 0.7497388026855081, 0.7433595490954747, 0.8012503742251985, 0.7186779396980421, 0.7468609871569712, 0.7616190273417224, 0.5928587227072117, 0.7367393213550549, 0.7290950356574838, 0.7560268320074771, 0.7313156111406416, 0.6982988124132682, 0.6033154277540649, 0.7195379868464791, 0.7340798300932859, 0.742867494854433, 0.7720589082114889, 0.8244148517659448, 0.8350961239020217, 0.8210175775930061, 0.8199659982594989, 0.8185195925638135, 0.8188754902377746, 0.8210739912993184, 0.8239147534687598, 0.8237801747207057, 0.823993170510203, 0.8228756097563434, 0.8196758029256239, 0.8202144966696299, 0.8177245827771454, 0.8193147291025701, 0.8231615673579246, 0.8243197072099869, 0.8253970946979989, 0.8208638634168719, 0.8208364048523816, 0.8156697952647759, 0.8179415372186701, 0.8137662598538448, 0.8115215706320854, 0.8146668661661796, 0.8190647070345425, 0.8151371164151376, 0.8181521976855605, 0.8194588484840991, 0.8236647314007323, 0.8287350060158798, 0.8299875513501483, 0.8336615670818533, 0.8249220470517384, 0.8321032708858667, 0.8293473464845915, 0.8289950016303026, 0.8256128045618932, 0.8299875513501483, 0.8232426984737652, 0.8271946006703429, 0.8244852702616384, 0.8241229518609542, 0.8225789936957453, 0.829899566594665, 0.8208622130068864, 0.8289280547125865, 0.8263915468275317, 0.8278678731624028, 0.8287791379337547, 0.8247460775407714, 0.8251660542253981, 0.8247026305355183, 0.8227143841085095, 0.8244617703491756, 0.8265914220833164, 0.8269437669376053, 0.823645595972652, 0.8267948501587735, 0.8223356714347071, 0.8219387888301884, 0.8237100808156722, 0.8266224334674789, 0.8249395320698332, 0.822931338550034, 0.8239234824375247, 0.8224030241847785, 0.8211974786754355, 0.8233342360489209, 0.8233207096828532, 0.8240214407394034], "test_f1": [0.25333333333333335, 0.4126262626262626, 0.27471077469395383, 0.12753623188405797, 0.4088013136288999, 0.5032315897987539, 0.48761371020142946, 0.2834855403348554, 0.35319776009431186, 0.2994780014914243, 0.44251039705585155, 0.41978752007821774, 0.4244063395899822, 0.4162436004541267, 0.5149116226425027, 0.4777144432811578, 0.31150435375787483, 0.4706129380886213, 0.22805555555555557, 0.4207079884245239, 0.4442310974569039, 0.4462212745794835, 0.474238447687686, 0.3012012012012012, 0.30442834138486313, 0.45470664087685364, 0.5621082621082621, 0.44932573083536975, 0.36940673705379584, 0.44726564976479394, 0.48359720439309656, 0.5439613526570048, 0.5103430619559651, 0.5244721749543076, 0.5137566137566137, 0.5048513672633026, 0.5262160778289812, 0.5262160778289812, 0.5262160778289812, 0.5244721749543076, 0.4905765915163001, 0.5262160778289812, 0.49544159544159544, 0.4900219298245614, 0.4905765915163001, 0.5262160778289812, 0.5262160778289812, 0.5262160778289812, 0.5174863387978142, 0.5190521207537657, 0.5262160778289812, 0.5119349593495935, 0.5262160778289812, 0.5262160778289812, 0.48220368772568944, 0.5262160778289812, 0.5262160778289812, 0.5262160778289812, 0.5119349593495935, 0.5119349593495935, 0.5119349593495935, 0.5119349593495935, 0.5274452798663325, 0.5119349593495935, 0.5119349593495935, 0.5119349593495935, 0.5119349593495935, 0.5119349593495935, 0.5119349593495935, 0.5119349593495935, 0.5119349593495935, 0.5119349593495935, 0.5119349593495935, 0.5049667178699436, 0.5119349593495935, 0.5049667178699436, 0.5049667178699436, 0.5202879667285242, 0.5049667178699436, 0.5119349593495935, 0.5274452798663325, 0.5049667178699436, 0.5049667178699436, 0.5202879667285242, 0.5049667178699436, 0.5049667178699436, 0.5274452798663325, 0.5049667178699436, 0.4970899470899471, 0.5119349593495935, 0.5274452798663325, 0.5049667178699436, 0.5202879667285242, 0.5202879667285242, 0.5119349593495935, 0.5049667178699436, 0.5049667178699436, 0.5202879667285242, 0.5274452798663325, 0.5049667178699436]}
\ No newline at end of file
diff --git a/birads/three/saved/resnet50_512_3/fold3/model_acc.pth b/birads/three/saved/resnet50_512_3/fold3/model_acc.pth
new file mode 100644
index 0000000000000000000000000000000000000000..0a25bf3a18f1eace54a4f967e29ad343e91f0a82
--- /dev/null
+++ b/birads/three/saved/resnet50_512_3/fold3/model_acc.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:acc53309ee877fa40430962c07d2cfd2fd8bbc52d760294e41b3126d476e64b9
+size 96455499
diff --git a/birads/three/saved/resnet50_512_3/fold3/model_auc.pth b/birads/three/saved/resnet50_512_3/fold3/model_auc.pth
new file mode 100644
index 0000000000000000000000000000000000000000..387dff0f9c7b58c74cba49b056c2e42bf84fcf48
--- /dev/null
+++ b/birads/three/saved/resnet50_512_3/fold3/model_auc.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c11922128c008046c625f02305f1f70a3f696cef92360e5a1799c7265bd8f713
+size 96455499
diff --git a/birads/three/saved/resnet50_512_3/fold3/model_f1.pth b/birads/three/saved/resnet50_512_3/fold3/model_f1.pth
new file mode 100644
index 0000000000000000000000000000000000000000..ce5c2968d337c1a125f67df0d65a73967f56acd5
--- /dev/null
+++ b/birads/three/saved/resnet50_512_3/fold3/model_f1.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f41174cefa9a5ea9b6511905608732bc88232166cb7d3b194edc23f26f2c429c
+size 96455171
diff --git a/birads/three/saved/resnet50_512_3/fold3/model_loss.pth b/birads/three/saved/resnet50_512_3/fold3/model_loss.pth
new file mode 100644
index 0000000000000000000000000000000000000000..2ca4e4cdbeb2c4deddca6c7306fe920e09e0f203
--- /dev/null
+++ b/birads/three/saved/resnet50_512_3/fold3/model_loss.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:49fc40e8a746478bf6f8f72e36f5fbce404d261e925e7828718dc39d0ed0a395
+size 96455827
diff --git a/birads/three/saved/resnet50_512_3/fold4/checkpoint.pth b/birads/three/saved/resnet50_512_3/fold4/checkpoint.pth
new file mode 100644
index 0000000000000000000000000000000000000000..3361591ac1d5c01b24bab4dfcd2192b2b1fb0cd9
--- /dev/null
+++ b/birads/three/saved/resnet50_512_3/fold4/checkpoint.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ffd0489bf9bfea579257b721b991565221c8f8901b256f7e975ed44f53b0a095
+size 96455827
diff --git a/birads/three/saved/resnet50_512_3/fold4/log.json b/birads/three/saved/resnet50_512_3/fold4/log.json
new file mode 100644
index 0000000000000000000000000000000000000000..645babbf9a79f9014f63b6191a56cc25a84047e3
--- /dev/null
+++ b/birads/three/saved/resnet50_512_3/fold4/log.json
@@ -0,0 +1 @@
+{"train_loss": [0.9786477386951447, 0.907024934887886, 0.8421482543150584, 0.8464965373277664, 0.7526631206274033, 0.7537083774805069, 0.6382369423906008, 0.6183676545818647, 0.6633587429920832, 0.5838976527253786, 0.562406080464522, 0.5945455133914948, 0.5280025204022726, 0.5034579758842787, 0.4575435072183609, 0.45873214801152545, 0.3772420560320218, 0.42208448300759, 0.4371267408132553, 0.4441199054320653, 0.36552629495660466, 0.2913404467205207, 0.2739558524141709, 0.2930058476825555, 0.32640912756323814, 0.2571850083768368, 0.2517160288989544, 0.22053793569405875, 0.2359982542693615, 0.27484497738381225, 0.18507724131147066, 0.12819216679781675, 0.10794091783463955, 0.08819133539994557, 0.06487308815121651, 0.06763958775748809, 0.07161648292094469, 0.051609381257245936, 0.052473569133629404, 0.040054375771433115, 0.04132843048622211, 0.03113765238473813, 0.03760579500036935, 0.031225644362469513, 0.025786508650829394, 0.02966934038947026, 0.022103636991232634, 0.026112258511905868, 0.017222244137277205, 0.01719951055323084, 0.016152865796660382, 0.012505646018932262, 0.01210595399606973, 0.010369453850823144, 0.01185437390813604, 0.009901427139993757, 0.01352317156852223, 0.007495734374970198, 0.008525855179565648, 0.009857877293446412, 0.008523195758850003, 0.0073353923701991635, 0.006325028545688838, 0.011955664648363987, 0.0103668158990331, 0.004837714727424706, 0.012759955114840219, 0.010021736059570685, 0.013366889965254813, 0.007514134689699858, 0.012024521478451788, 0.0073275339673273265, 0.006961016542239425, 0.006912600947543979, 0.008792470209300518, 0.007637597814512749, 0.00514017775033911, 0.007470015591631333, 0.004538563118937115, 0.006529261435692509, 0.005409019960400959, 0.007897773757576942, 0.014686093180595586, 0.007572794837566714, 0.008950045904687917, 0.009806886063112566, 0.0069388772050539655, 0.005979024135740474, 0.007506093087916573, 0.010128247920268526, 0.013669933987936625, 0.0062245977072355645, 0.004345769091742113, 0.005645994145500784, 0.00641536668020611, 0.004671158560086042, 0.006043687404599041, 0.005733314135189478, 0.011159218275376285, 0.009386203775648028], "train_acc": [0.6, 0.6186666666666667, 0.6293333333333333, 0.672, 0.7146666666666667, 0.7066666666666667, 0.7626666666666667, 0.7413333333333333, 0.744, 0.792, 0.7946666666666666, 0.7733333333333333, 0.8106666666666666, 0.808, 0.8266666666666667, 0.8266666666666667, 0.8346666666666667, 0.824, 0.8266666666666667, 0.8293333333333334, 0.8613333333333333, 0.8826666666666667, 0.8933333333333333, 0.888, 0.8666666666666667, 0.8986666666666666, 0.8933333333333333, 0.9226666666666666, 0.912, 0.9066666666666666, 0.936, 0.9573333333333334, 0.96, 0.9706666666666667, 0.984, 0.984, 0.984, 0.984, 0.9893333333333333, 0.992, 0.9946666666666667, 0.9973333333333333, 0.9973333333333333, 1.0, 1.0, 0.9946666666666667, 1.0, 0.9973333333333333, 0.9973333333333333, 0.9973333333333333, 1.0, 0.9973333333333333, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9973333333333333, 0.9973333333333333, 1.0, 1.0, 0.9973333333333333, 0.9973333333333333, 1.0, 1.0, 0.9973333333333333, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9973333333333333, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9946666666666667, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9973333333333333, 0.9973333333333333, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9946666666666667, 1.0], "test_loss": [1.0288317799568176, 0.9394379655520121, 0.9744157989819845, 1.1242865125338237, 1.114090085029602, 1.126882274945577, 1.3456019386649132, 1.6102263083060582, 1.0585575997829437, 1.4639154275258381, 2.1515374183654785, 1.181540921330452, 1.1896647214889526, 0.9694045583407084, 1.6173563400904338, 1.058897425731023, 2.8098524808883667, 17.505748748779297, 1.5027283628781636, 1.0954671998818715, 1.3308351437250774, 1.297218640645345, 1.4552695353825886, 3.204547254834324, 1.7510006825129192, 1.5349005063374836, 2.3203461170196533, 2.249554047981898, 1.6419852177302043, 1.446278418103854, 1.6626065125068028, 1.5357707937558491, 1.5326186021169026, 1.6051695346832275, 1.7026241769393284, 1.6939517656962078, 1.6969957649707794, 1.7689757943153381, 1.8095315098762512, 1.8296762456496556, 1.876399576663971, 1.9336423873901367, 1.9297303557395935, 2.0033539111415544, 2.013188491264979, 2.0521755814552307, 2.047573685646057, 2.056852509578069, 2.1426372081041336, 2.1302174776792526, 2.1661955614884696, 2.232533022761345, 2.159461190303167, 2.2154089311758676, 2.276140501101812, 2.315709426999092, 2.2945777475833893, 2.308208718895912, 2.344658533732096, 2.379152143994967, 2.379829262693723, 2.36571075518926, 2.3972088942925134, 2.4146277209122977, 2.4065170536438623, 2.3941480120023093, 2.3649885257085166, 2.4464280009269714, 2.471288487315178, 2.3851892203092575, 2.416849836707115, 2.4680054237445197, 2.4428839484850564, 2.3565255800882974, 2.4961393574873605, 2.4617101848125458, 2.4258365531762442, 2.4309253891309104, 2.4541211326917014, 2.4241735438505807, 2.4825401852528253, 2.4553562651077905, 2.4893405387798944, 2.4814578096071878, 2.474494675795237, 2.501247152686119, 2.5436931351820626, 2.5119996120532355, 2.5120489622155824, 2.5420678555965424, 2.5268473525842032, 2.4955965131521225, 2.5102673123280206, 2.5359867165486016, 2.544862767060598, 2.484706158439318, 2.514429653684298, 2.509694183866183, 2.4690713783105216, 2.435233732064565], "test_acc": [0.6129032258064516, 0.6129032258064516, 0.5483870967741935, 0.41935483870967744, 0.5483870967741935, 0.3978494623655914, 0.6451612903225806, 0.6344086021505376, 0.6129032258064516, 0.6021505376344086, 0.3010752688172043, 0.6129032258064516, 0.5161290322580645, 0.5376344086021505, 0.40860215053763443, 0.6236559139784946, 0.1935483870967742, 0.15053763440860216, 0.5806451612903226, 0.5806451612903226, 0.6021505376344086, 0.5376344086021505, 0.4731182795698925, 0.6774193548387096, 0.3655913978494624, 0.41935483870967744, 0.41935483870967744, 0.6451612903225806, 0.5483870967741935, 0.6021505376344086, 0.6129032258064516, 0.6021505376344086, 0.6129032258064516, 0.6236559139784946, 0.6129032258064516, 0.6021505376344086, 0.6236559139784946, 0.6236559139784946, 0.6344086021505376, 0.6236559139784946, 0.6344086021505376, 0.6236559139784946, 0.6236559139784946, 0.6451612903225806, 0.6129032258064516, 0.6021505376344086, 0.6021505376344086, 0.6129032258064516, 0.6236559139784946, 0.6129032258064516, 0.6344086021505376, 0.6236559139784946, 0.6236559139784946, 0.6236559139784946, 0.6129032258064516, 0.6129032258064516, 0.6129032258064516, 0.6021505376344086, 0.6021505376344086, 0.6236559139784946, 0.6021505376344086, 0.6129032258064516, 0.6021505376344086, 0.6021505376344086, 0.6129032258064516, 0.6129032258064516, 0.6129032258064516, 0.5913978494623656, 0.6021505376344086, 0.6129032258064516, 0.6129032258064516, 0.6021505376344086, 0.6129032258064516, 0.6129032258064516, 0.6021505376344086, 0.6129032258064516, 0.6129032258064516, 0.5913978494623656, 0.6129032258064516, 0.6129032258064516, 0.6129032258064516, 0.6021505376344086, 0.6021505376344086, 0.6021505376344086, 0.6129032258064516, 0.6021505376344086, 0.6021505376344086, 0.6021505376344086, 0.6451612903225806, 0.6021505376344086, 0.6236559139784946, 0.6129032258064516, 0.6129032258064516, 0.6129032258064516, 0.6021505376344086, 0.6021505376344086, 0.6129032258064516, 0.6129032258064516, 0.6129032258064516, 0.6129032258064516], "test_auc": [0.5448955687435199, 0.5709400560908007, 0.5470115346371551, 0.6200457172743254, 0.6203758323698708, 0.689173234294171, 0.6621540053313236, 0.665876058976277, 0.6470786444896036, 0.7076130630850019, 0.6634297459216997, 0.641441252068596, 0.6968682862719077, 0.6992063914068961, 0.6594507029811506, 0.7076548017579505, 0.6782137951084787, 0.5647593432864911, 0.6290841856786938, 0.6298444048379146, 0.6752887078210102, 0.6992754201430421, 0.6957554461870834, 0.6479172173142235, 0.6952344981116098, 0.6587532155744896, 0.5697999605457231, 0.6712444022234365, 0.6617326889109706, 0.6606527381722634, 0.6813927705907387, 0.6789536628470296, 0.6846701572221022, 0.6843003273497187, 0.6865756221232853, 0.6946728810455026, 0.6949332824922806, 0.6952617216017516, 0.6917131227364154, 0.6922004521711133, 0.6852055772267024, 0.6868239937813274, 0.6913070782502116, 0.6845012933504799, 0.6856049219059169, 0.682766215978816, 0.684082434491395, 0.6864664727779459, 0.6817318062876581, 0.6805664974202069, 0.6846796117243361, 0.6790392126083825, 0.6832061532965156, 0.6850702138945032, 0.6779145462151783, 0.6796149326309188, 0.6838228717898923, 0.6775335117590515, 0.6760353223814203, 0.6762077390727148, 0.6777735467404015, 0.6793569932588364, 0.6810203533960465, 0.678895891351281, 0.6768519025902991, 0.6747632357867163, 0.6813731040826904, 0.6782612955477368, 0.6736452692005015, 0.6786231945757834, 0.6777281973254611, 0.6727585950865893, 0.675720409638017, 0.677904572668783, 0.6756530568879455, 0.6720599202723796, 0.6814941564646769, 0.6767085948734802, 0.6778758830669451, 0.6753485235232928, 0.6739314923420667, 0.6783153874717245, 0.6712882836460858, 0.6753886967891404, 0.6732376013848772, 0.6714132946800996, 0.6716577076861144, 0.673861817809671, 0.6753962082608399, 0.676231518065444, 0.6737403595953295, 0.675032393282824, 0.6757701506179047, 0.6738785545391002, 0.6735190406694224, 0.675917416986751, 0.6764421920726168, 0.6740115597934954, 0.6774904841264359, 0.6776027804590923], "test_f1": [0.25333333333333335, 0.25333333333333335, 0.26115373685706167, 0.30321257689678743, 0.39478569478569475, 0.28513444951801115, 0.4155555555555555, 0.40370509517675685, 0.4182036287299445, 0.49718007848848966, 0.2860805860805861, 0.40911232710138323, 0.4258192524321556, 0.40727536805968184, 0.3773429619866214, 0.4824031404676566, 0.1404301075268817, 0.08722741433021806, 0.3622870635857649, 0.40674979669287076, 0.478156174750602, 0.4063200815494394, 0.4124159246966264, 0.4803645805160382, 0.3546959082140319, 0.35554029304029305, 0.35119457485654665, 0.4045842217484008, 0.4480029880273684, 0.41205197132616483, 0.41443915044819507, 0.45330443225180067, 0.43369890329012967, 0.4667815844286432, 0.4322478991596639, 0.41391184573002754, 0.45409943591761764, 0.4400536299002719, 0.4601521482910104, 0.4387502737582061, 0.4601521482910104, 0.4400536299002719, 0.44157930809766177, 0.46715767238570355, 0.44900942549845374, 0.44191942009778823, 0.44191942009778823, 0.44900942549845374, 0.4667287977632805, 0.44900942549845374, 0.47303758589025047, 0.4667287977632805, 0.4667287977632805, 0.4667287977632805, 0.46052250301209413, 0.4481481481481482, 0.4481481481481482, 0.44191942009778823, 0.44191942009778823, 0.4667287977632805, 0.4295421749967205, 0.4481481481481482, 0.4295421749967205, 0.4295421749967205, 0.4481481481481482, 0.44900942549845374, 0.44900942549845374, 0.43599860111615163, 0.4295421749967205, 0.44900942549845374, 0.4481481481481482, 0.4295421749967205, 0.4481481481481482, 0.4481481481481482, 0.4295421749967205, 0.4481481481481482, 0.4481481481481482, 0.43599860111615163, 0.4481481481481482, 0.4481481481481482, 0.4481481481481482, 0.4295421749967205, 0.4295421749967205, 0.4295421749967205, 0.4481481481481482, 0.4295421749967205, 0.4295421749967205, 0.4295421749967205, 0.4526206896551724, 0.4295421749967205, 0.44138810556462565, 0.4481481481481482, 0.4481481481481482, 0.4481481481481482, 0.4295421749967205, 0.4295421749967205, 0.4481481481481482, 0.4481481481481482, 0.4481481481481482, 0.4481481481481482]}
\ No newline at end of file
diff --git a/birads/three/saved/resnet50_512_3/fold4/model_acc.pth b/birads/three/saved/resnet50_512_3/fold4/model_acc.pth
new file mode 100644
index 0000000000000000000000000000000000000000..4301a137c3993e6f2afbd422a4b8d31b453754e7
--- /dev/null
+++ b/birads/three/saved/resnet50_512_3/fold4/model_acc.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0776898cb9219b1c0bcf4eebf6100bd2c5add981be6dd2de5d3581d4a3333674
+size 96455499
diff --git a/birads/three/saved/resnet50_512_3/fold4/model_auc.pth b/birads/three/saved/resnet50_512_3/fold4/model_auc.pth
new file mode 100644
index 0000000000000000000000000000000000000000..e76317f48a1a097a95203e69c44e96ffa946da25
--- /dev/null
+++ b/birads/three/saved/resnet50_512_3/fold4/model_auc.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:dbb748add48fcc9b8e6d6477cdd4aae594680019a52d229f85ccf38298ed35ee
+size 96455499
diff --git a/birads/three/saved/resnet50_512_3/fold4/model_f1.pth b/birads/three/saved/resnet50_512_3/fold4/model_f1.pth
new file mode 100644
index 0000000000000000000000000000000000000000..218408304b6f36ff68358fa8163b02d66ab70bcf
--- /dev/null
+++ b/birads/three/saved/resnet50_512_3/fold4/model_f1.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f4ba69e168d55ada024058546402746be2a9fa16b2fad841c59942f8e5465156
+size 96455171
diff --git a/birads/three/saved/resnet50_512_3/fold4/model_loss.pth b/birads/three/saved/resnet50_512_3/fold4/model_loss.pth
new file mode 100644
index 0000000000000000000000000000000000000000..c2ea674b1e1baffed6185a5463625d9fbded95ef
--- /dev/null
+++ b/birads/three/saved/resnet50_512_3/fold4/model_loss.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6dd5c385501a31567d9d50199f3cac4ec3ff4098e27ab82a1a5505f0807b8821
+size 96455827
diff --git a/birads/three/saved/swin_t_224_3/fold0/checkpoint.pth b/birads/three/saved/swin_t_224_3/fold0/checkpoint.pth
new file mode 100644
index 0000000000000000000000000000000000000000..c2fdc91b38ce0e8438c00ea8be32f69a024d8552
--- /dev/null
+++ b/birads/three/saved/swin_t_224_3/fold0/checkpoint.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5db577d54cc16c58b23274cff4411b9c1912f54b66df310606b501c04e1627c8
+size 111167372
diff --git a/birads/three/saved/swin_t_224_3/fold0/log.json b/birads/three/saved/swin_t_224_3/fold0/log.json
new file mode 100644
index 0000000000000000000000000000000000000000..6806a5cb405b72d02e1a3f6f9262f65755401bfa
--- /dev/null
+++ b/birads/three/saved/swin_t_224_3/fold0/log.json
@@ -0,0 +1 @@
+{"train_loss": [1.0129980246225994, 0.9262991746266683, 0.900126447280248, 0.8725532392660776, 0.8442384948333105, 0.8322704484065374, 0.7864056924978892, 0.7651135424772898, 0.7253552625576655, 0.6857826560735703, 0.6437313382824262, 0.6296797196070353, 0.578273373345534, 0.5591770013173422, 0.535859743754069, 0.48640837520360947, 0.4674091562628746, 0.41559865574042004, 0.4235369960467021, 0.3915795758366585, 0.3952372744679451, 0.3255368309716384, 0.30718108639121056, 0.2939634136855602, 0.30588847895463306, 0.2805301633973916, 0.25715596228837967, 0.23613743049403033, 0.23773465740183988, 0.20685495312015215, 0.201916866004467, 0.20738493651151657, 0.17795801969865957, 0.1965558702747027, 0.179275027786692, 0.1881361355384191, 0.17033479424814382, 0.17780871937672296, 0.19266627232233682, 0.19023636231819788, 0.18710990870992342, 0.18221059317390123, 0.17840578282872835, 0.20341340576608977, 0.17540108722945055, 0.18485839664936066, 0.17334204663832983, 0.1746572988728682, 0.17683486143747965, 0.16886849825580916, 0.17986770533025265, 0.16321702860295773, 0.1668376394857963, 0.16098904609680176, 0.16850738289455572, 0.16056429160137972, 0.1569414995610714, 0.1625081847111384, 0.15730511862784624, 0.1512376411507527, 0.1557918352385362, 0.15558686231573424, 0.1579835992306471, 0.13680824606368938, 0.1518968561043342, 0.15634002909064293, 0.1782922688871622, 0.14412900246679783, 0.1415854562073946, 0.1707900067170461, 0.143324867511789, 0.15443501559396586, 0.15171379471818605, 0.13236600160598755, 0.15478614221016565, 0.15347501945992312, 0.15336686372756958, 0.12769842644532522, 0.14285043006141981, 0.16792568812767664, 0.15400167927145958, 0.15889656854172549, 0.15630934263269106, 0.14972270590563616, 0.15997142096360525, 0.15074459991107383, 0.15644841889540353, 0.1537335148702065, 0.15467954116563, 0.16790165255467096, 0.15096242850025496, 0.1516800389314691, 0.13978143595159054, 0.159657654662927, 0.16027911504109701, 0.16598988572756448, 0.13102973625063896, 0.14525938406586647, 0.13647010922431946, 0.15668829903006554], "train_acc": [0.5481283422459893, 0.6149732620320856, 0.6149732620320856, 0.6229946524064172, 0.6256684491978609, 0.6256684491978609, 0.6550802139037433, 0.6871657754010695, 0.6898395721925134, 0.7165775401069518, 0.7165775401069518, 0.7299465240641712, 0.7647058823529411, 0.767379679144385, 0.7727272727272727, 0.7994652406417112, 0.8101604278074866, 0.839572192513369, 0.8342245989304813, 0.8609625668449198, 0.8262032085561497, 0.8796791443850267, 0.893048128342246, 0.893048128342246, 0.8770053475935828, 0.8796791443850267, 0.9117647058823529, 0.9037433155080213, 0.9331550802139037, 0.9411764705882353, 0.9438502673796791, 0.946524064171123, 0.9491978609625669, 0.9438502673796791, 0.946524064171123, 0.9411764705882353, 0.9545454545454546, 0.946524064171123, 0.9438502673796791, 0.9358288770053476, 0.9438502673796791, 0.93048128342246, 0.9491978609625669, 0.9331550802139037, 0.9598930481283422, 0.9438502673796791, 0.9572192513368984, 0.9438502673796791, 0.9518716577540107, 0.9411764705882353, 0.9518716577540107, 0.9438502673796791, 0.9545454545454546, 0.9598930481283422, 0.9385026737967914, 0.9625668449197861, 0.9491978609625669, 0.9491978609625669, 0.9652406417112299, 0.9545454545454546, 0.9545454545454546, 0.9545454545454546, 0.946524064171123, 0.9732620320855615, 0.9491978609625669, 0.9545454545454546, 0.9438502673796791, 0.9572192513368984, 0.9812834224598931, 0.9572192513368984, 0.983957219251337, 0.9545454545454546, 0.9598930481283422, 0.9572192513368984, 0.9732620320855615, 0.9652406417112299, 0.9438502673796791, 0.9759358288770054, 0.9625668449197861, 0.9625668449197861, 0.9652406417112299, 0.9491978609625669, 0.9572192513368984, 0.9598930481283422, 0.9491978609625669, 0.9545454545454546, 0.9518716577540107, 0.9625668449197861, 0.9652406417112299, 0.9411764705882353, 0.9598930481283422, 0.9679144385026738, 0.9679144385026738, 0.9438502673796791, 0.9518716577540107, 0.9491978609625669, 0.9598930481283422, 0.9679144385026738, 0.9625668449197861, 0.9491978609625669], "test_loss": [0.9527625242869059, 0.9389915863672892, 0.9402791857719421, 0.9428145289421082, 0.94187131524086, 0.939255028963089, 0.967655748128891, 0.9342301388581594, 0.961552619934082, 0.9508727888266245, 0.9166218042373657, 1.0781672596931458, 1.0966657400131226, 0.8889909386634827, 1.0905255873998005, 1.1023608148097992, 1.178906222184499, 0.978279689947764, 1.0146559476852417, 1.3805078069369, 1.293293257554372, 1.1278072496255238, 1.2454883456230164, 1.1586961944897969, 1.2411572138468425, 1.182624449332555, 1.3305108547210693, 1.1749284068743389, 1.2169199188550313, 1.3350857496261597, 1.3798226118087769, 1.2961017588774364, 1.279010405143102, 1.2595320145289104, 1.297779530286789, 1.2922661900520325, 1.23775710662206, 1.257420927286148, 1.3218632638454437, 1.2620038588841755, 1.2433755695819855, 1.3028469383716583, 1.3269726435343425, 1.3152750730514526, 1.3269507090250652, 1.3142562607924144, 1.369698961575826, 1.3600833714008331, 1.3165152966976166, 1.3825755914052327, 1.3727517326672871, 1.3029503325621288, 1.337834397951762, 1.4125401973724365, 1.377779444058736, 1.3597331643104553, 1.325204958518346, 1.2999237577120464, 1.3841396967569988, 1.43504532178243, 1.434980611006419, 1.419409195582072, 1.411164512236913, 1.4083640774091084, 1.4081918001174927, 1.4064050614833832, 1.3980592687924702, 1.3924047152201335, 1.3965701858202617, 1.3898171583811443, 1.3888647158940632, 1.3910870552062988, 1.3858986496925354, 1.383064051469167, 1.3840335408846538, 1.3841431736946106, 1.3845839301745098, 1.3841286798318226, 1.390138824780782, 1.3877029220263164, 1.3923726479212444, 1.3998206655184429, 1.399284303188324, 1.3924488027890523, 1.3934601247310638, 1.3892799019813538, 1.3849630951881409, 1.3836212158203125, 1.3812202215194702, 1.3847532272338867, 1.3848284880320232, 1.384872833887736, 1.3851099411646526, 1.384298046429952, 1.383916437625885, 1.3841208616892497, 1.3844715754191081, 1.3848885297775269, 1.3851534227530162, 1.3851251204808552], "test_acc": [0.6170212765957447, 0.6170212765957447, 0.6170212765957447, 0.6170212765957447, 0.6170212765957447, 0.6170212765957447, 0.6170212765957447, 0.6170212765957447, 0.6170212765957447, 0.6276595744680851, 0.6382978723404256, 0.6170212765957447, 0.6170212765957447, 0.5957446808510638, 0.648936170212766, 0.6382978723404256, 0.6382978723404256, 0.6382978723404256, 0.6382978723404256, 0.6276595744680851, 0.6382978723404256, 0.6382978723404256, 0.6276595744680851, 0.6276595744680851, 0.6382978723404256, 0.6276595744680851, 0.648936170212766, 0.648936170212766, 0.6702127659574468, 0.6595744680851063, 0.6595744680851063, 0.6595744680851063, 0.6595744680851063, 0.6702127659574468, 0.6808510638297872, 0.6808510638297872, 0.648936170212766, 0.648936170212766, 0.6702127659574468, 0.648936170212766, 0.6595744680851063, 0.648936170212766, 0.6595744680851063, 0.6595744680851063, 0.6595744680851063, 0.6702127659574468, 0.6595744680851063, 0.6702127659574468, 0.6595744680851063, 0.6595744680851063, 0.6595744680851063, 0.6595744680851063, 0.648936170212766, 0.648936170212766, 0.6702127659574468, 0.6808510638297872, 0.6595744680851063, 0.6702127659574468, 0.6702127659574468, 0.648936170212766, 0.648936170212766, 0.648936170212766, 0.648936170212766, 0.6382978723404256, 0.6382978723404256, 0.6382978723404256, 0.648936170212766, 0.648936170212766, 0.648936170212766, 0.648936170212766, 0.648936170212766, 0.648936170212766, 0.648936170212766, 0.648936170212766, 0.648936170212766, 0.648936170212766, 0.648936170212766, 0.648936170212766, 0.648936170212766, 0.648936170212766, 0.648936170212766, 0.648936170212766, 0.648936170212766, 0.648936170212766, 0.648936170212766, 0.648936170212766, 0.648936170212766, 0.648936170212766, 0.648936170212766, 0.6595744680851063, 0.6595744680851063, 0.6595744680851063, 0.6595744680851063, 0.6595744680851063, 0.6595744680851063, 0.6595744680851063, 0.6595744680851063, 0.6595744680851063, 0.6595744680851063, 0.6595744680851063], "test_auc": [0.49212361712361713, 0.5125662412300344, 0.5349647957406578, 0.53494644723093, 0.5522702393392048, 0.5809940538388815, 0.5815510399562124, 0.6369796072382279, 0.6402824426531323, 0.6705479466255327, 0.6562518659501418, 0.7010928247997213, 0.7022004735366804, 0.6810697284835215, 0.702860086911811, 0.7148798120780878, 0.7097714625731867, 0.7049380297225124, 0.7094294753777511, 0.7208246255660048, 0.7278477509080958, 0.7316779245658557, 0.7292991491267354, 0.7345232912043257, 0.7383476596838666, 0.7474775463999602, 0.7441615456701663, 0.7454109029540064, 0.7543803179579042, 0.755547780763298, 0.7561863503673849, 0.7565275082516463, 0.7564403269144648, 0.7559392156374916, 0.7589076313214246, 0.7584720356272081, 0.7581671601068152, 0.7586971936109869, 0.7620498913602362, 0.75755772005772, 0.755380259906122, 0.7603879517672621, 0.7617086298120781, 0.761374935728384, 0.763109543712992, 0.7626739480187755, 0.7630076421024697, 0.7623038679073161, 0.7625867666815943, 0.7620059378680067, 0.761418163573336, 0.761352647990579, 0.7610914149707253, 0.7617227281020383, 0.7626008649715547, 0.761483160836609, 0.7618532409480685, 0.7599370138163243, 0.7602710188917086, 0.7571720903617455, 0.7568744713141266, 0.7590012398202054, 0.7599591978902324, 0.7596615788426133, 0.759821221243635, 0.7601405060456785, 0.7603726095105405, 0.7607210238675757, 0.760510586157138, 0.7607210238675757, 0.761091103979035, 0.7607718191769915, 0.7608806662685974, 0.7611782853162165, 0.7610186429151945, 0.7612290806256322, 0.7609314615780134, 0.7609314615780134, 0.7604234048199565, 0.760793484931416, 0.7605830472209782, 0.7611491557612248, 0.7611491557612248, 0.7612216168250652, 0.760923997777446, 0.7607135600670083, 0.7606047129754027, 0.7600094748801646, 0.7603070939277835, 0.7600966562173458, 0.7600966562173458, 0.7600966562173458, 0.7600966562173458, 0.7600966562173458, 0.7600966562173458, 0.7600966562173458, 0.7600966562173458, 0.7600966562173458, 0.7600966562173458, 0.7600966562173458], "test_f1": [0.2543859649122807, 0.2543859649122807, 0.2543859649122807, 0.2543859649122807, 0.2543859649122807, 0.2543859649122807, 0.2543859649122807, 0.2543859649122807, 0.2543859649122807, 0.2850561474229773, 0.3470937664486051, 0.2543859649122807, 0.2543859649122807, 0.35132032146957526, 0.3381843381843382, 0.3325774754346183, 0.3325774754346183, 0.42547253135488433, 0.4023751586965722, 0.30803880803880807, 0.33434804667681384, 0.3334975369458128, 0.32889983579638754, 0.3300377783136404, 0.33434804667681384, 0.3306878306878307, 0.35551206784083494, 0.441590844971082, 0.480163237830788, 0.4001880472468708, 0.40079365079365076, 0.4001880472468708, 0.4301889475461704, 0.4517846339987901, 0.46097953508746875, 0.46097953508746875, 0.43711582789089515, 0.43857188553431264, 0.4223434611365646, 0.43711582789089515, 0.4560934421615537, 0.3951859303971979, 0.4001880472468708, 0.43080351077416373, 0.43080351077416373, 0.46388384754990925, 0.4001880472468708, 0.4369178031149861, 0.45458937198067634, 0.4001880472468708, 0.4001880472468708, 0.4536614080527431, 0.39408050738508127, 0.35730706075533664, 0.4369178031149861, 0.47000479923212285, 0.45289260131838843, 0.47237282009578024, 0.4369178031149861, 0.35912698412698413, 0.35912698412698413, 0.35912698412698413, 0.35912698412698413, 0.3530262840607668, 0.3530262840607668, 0.3530262840607668, 0.39408050738508127, 0.39408050738508127, 0.39408050738508127, 0.39408050738508127, 0.39408050738508127, 0.39408050738508127, 0.39408050738508127, 0.39408050738508127, 0.39408050738508127, 0.39408050738508127, 0.39408050738508127, 0.39408050738508127, 0.39408050738508127, 0.39408050738508127, 0.39408050738508127, 0.39408050738508127, 0.39408050738508127, 0.39408050738508127, 0.39408050738508127, 0.39408050738508127, 0.39408050738508127, 0.39408050738508127, 0.39408050738508127, 0.43080351077416373, 0.43080351077416373, 0.43080351077416373, 0.43080351077416373, 0.43080351077416373, 0.43080351077416373, 0.43080351077416373, 0.43080351077416373, 0.43080351077416373, 0.43080351077416373, 0.43080351077416373]}
\ No newline at end of file
diff --git a/birads/three/saved/swin_t_224_3/fold0/model_acc.pth b/birads/three/saved/swin_t_224_3/fold0/model_acc.pth
new file mode 100644
index 0000000000000000000000000000000000000000..72b6f5b1ede540fe8707729d42e53ab14f1b01b5
--- /dev/null
+++ b/birads/three/saved/swin_t_224_3/fold0/model_acc.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:af8f76a1600839861125a8dd8cc4e582c4515de11e500674ad9a834d776bc540
+size 111167179
diff --git a/birads/three/saved/swin_t_224_3/fold0/model_auc.pth b/birads/three/saved/swin_t_224_3/fold0/model_auc.pth
new file mode 100644
index 0000000000000000000000000000000000000000..8b3d61d2328a7ab9c4dd2369571260ae8dee4e50
--- /dev/null
+++ b/birads/three/saved/swin_t_224_3/fold0/model_auc.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8adb2f0853cb6564cb6f22ff61f67d897d12b62f41519b6700357c0d4fb05dbc
+size 111167179
diff --git a/birads/three/saved/swin_t_224_3/fold0/model_f1.pth b/birads/three/saved/swin_t_224_3/fold0/model_f1.pth
new file mode 100644
index 0000000000000000000000000000000000000000..1ff689f37eca4e2600ac4e1b68360afa8b7c2c2b
--- /dev/null
+++ b/birads/three/saved/swin_t_224_3/fold0/model_f1.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ed0ef8503b834d266914853724267fa3d8a9274646014ebe78a6280d6bc2e1d4
+size 111166986
diff --git a/birads/three/saved/swin_t_224_3/fold0/model_loss.pth b/birads/three/saved/swin_t_224_3/fold0/model_loss.pth
new file mode 100644
index 0000000000000000000000000000000000000000..9c9c67ee0968be57a7a1104a58236898e33c0f70
--- /dev/null
+++ b/birads/three/saved/swin_t_224_3/fold0/model_loss.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b0d1d56742c79b118e19b08e0086000b581653e4e7b0ee108cd45eb689918225
+size 111167372
diff --git a/birads/three/saved/swin_t_224_3/fold1/checkpoint.pth b/birads/three/saved/swin_t_224_3/fold1/checkpoint.pth
new file mode 100644
index 0000000000000000000000000000000000000000..8ff7505939b9ae18d2973ea76c9bbf39b461e38e
--- /dev/null
+++ b/birads/three/saved/swin_t_224_3/fold1/checkpoint.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c59f933ea4107cc065340b37fa1cacb7050300019235f3da76e3b911e3c41f71
+size 111167372
diff --git a/birads/three/saved/swin_t_224_3/fold1/log.json b/birads/three/saved/swin_t_224_3/fold1/log.json
new file mode 100644
index 0000000000000000000000000000000000000000..010c55e52bf0304a0e8ce7280e898121b485923a
--- /dev/null
+++ b/birads/three/saved/swin_t_224_3/fold1/log.json
@@ -0,0 +1 @@
+{"train_loss": [1.0211384644110997, 0.9243051807085673, 0.9041322022676468, 0.8787062962849935, 0.8544008781512579, 0.8474412063757578, 0.7990357528130213, 0.8110327124595642, 0.7562106003363928, 0.71871850391229, 0.6968904087940851, 0.6593110313018163, 0.6426491389671961, 0.6071558545033137, 0.5613623584310213, 0.5201477433244387, 0.4809986899296443, 0.4465206041932106, 0.45445765058199566, 0.41610116759936017, 0.3912844347457091, 0.34780337785681087, 0.3342968126138051, 0.31742102031906444, 0.2918529150386651, 0.2815946005284786, 0.30307190616925556, 0.2662672009319067, 0.24454059824347496, 0.20595551654696465, 0.18951561053593954, 0.21367907399932543, 0.18014448260267577, 0.2035920446117719, 0.18553497456014156, 0.17760571713248888, 0.17477046512067318, 0.19523469358682632, 0.18516054501136145, 0.18529093203445277, 0.18359928640226522, 0.1916671060025692, 0.17834723554551601, 0.18533945207794508, 0.18032694173355898, 0.1851352546364069, 0.1700374527523915, 0.16886058077216148, 0.16981016596158346, 0.1653742485990127, 0.17976276700695357, 0.1569958192606767, 0.16357452422380447, 0.15534894478817782, 0.16751998414595923, 0.16734009608626366, 0.1629307015488545, 0.16878795189162096, 0.1674918911109368, 0.14630609937012196, 0.16066681717832884, 0.15446640737354755, 0.15738816435138384, 0.14853976418574652, 0.1454016293088595, 0.15112527397771677, 0.17970042737821737, 0.16498356871306896, 0.14828180087109408, 0.17502885746459165, 0.15208066627383232, 0.1741522904485464, 0.1724706869572401, 0.14583483152091503, 0.16605008952319622, 0.17678694675366083, 0.15577961845944324, 0.144690981755654, 0.1557688924173514, 0.16323225821057954, 0.15661819403370222, 0.16105916537344456, 0.15743207558989525, 0.1606275774538517, 0.14924034724632898, 0.14621791491905847, 0.17029810758928457, 0.1491017403701941, 0.15706620117028555, 0.16431184547642866, 0.15097536457081637, 0.15133697663744292, 0.15240400036176047, 0.1585991233587265, 0.16455762460827827, 0.1590014100074768, 0.14099538698792458, 0.15284382924437523, 0.17066250493129095, 0.15143191628158092], "train_acc": [0.5481283422459893, 0.6149732620320856, 0.6149732620320856, 0.6176470588235294, 0.6229946524064172, 0.6149732620320856, 0.6577540106951871, 0.6577540106951871, 0.660427807486631, 0.6871657754010695, 0.6978609625668449, 0.7352941176470589, 0.7620320855614974, 0.7245989304812834, 0.7780748663101604, 0.8048128342245989, 0.8074866310160428, 0.8128342245989305, 0.8235294117647058, 0.8582887700534759, 0.839572192513369, 0.8796791443850267, 0.8823529411764706, 0.8877005347593583, 0.9037433155080213, 0.893048128342246, 0.8983957219251337, 0.9037433155080213, 0.9224598930481284, 0.946524064171123, 0.9491978609625669, 0.9385026737967914, 0.946524064171123, 0.946524064171123, 0.9545454545454546, 0.9598930481283422, 0.9491978609625669, 0.9491978609625669, 0.9518716577540107, 0.9545454545454546, 0.9411764705882353, 0.9385026737967914, 0.9491978609625669, 0.946524064171123, 0.946524064171123, 0.9385026737967914, 0.9652406417112299, 0.946524064171123, 0.9358288770053476, 0.9598930481283422, 0.9545454545454546, 0.9679144385026738, 0.9572192513368984, 0.9759358288770054, 0.9438502673796791, 0.9438502673796791, 0.9598930481283422, 0.9411764705882353, 0.9625668449197861, 0.9652406417112299, 0.9598930481283422, 0.9625668449197861, 0.9652406417112299, 0.9652406417112299, 0.9572192513368984, 0.9572192513368984, 0.9572192513368984, 0.9491978609625669, 0.9679144385026738, 0.946524064171123, 0.9545454545454546, 0.9545454545454546, 0.9385026737967914, 0.9625668449197861, 0.9411764705882353, 0.9572192513368984, 0.9491978609625669, 0.9625668449197861, 0.9545454545454546, 0.9652406417112299, 0.9572192513368984, 0.9625668449197861, 0.9705882352941176, 0.9518716577540107, 0.9625668449197861, 0.9732620320855615, 0.9518716577540107, 0.9598930481283422, 0.9652406417112299, 0.9572192513368984, 0.9625668449197861, 0.9598930481283422, 0.9572192513368984, 0.9491978609625669, 0.9572192513368984, 0.9598930481283422, 0.9652406417112299, 0.9518716577540107, 0.9572192513368984, 0.9545454545454546], "test_loss": [0.9478286504745483, 0.9227176209290823, 0.9286287824312845, 0.908864955107371, 0.8947631418704987, 0.8731698095798492, 0.8501987953980764, 0.8304359316825867, 0.8183472951253256, 0.7751972079277039, 0.7428485751152039, 0.7821655621131262, 0.7606228391329447, 0.7218064665794373, 0.7372874865929285, 0.7444609279433886, 0.7145034323136011, 0.7043652261296908, 0.6703842282295227, 0.7213611702124277, 0.6898736705382665, 0.6914288103580475, 0.7081070442994436, 0.6906961798667908, 0.7783316274483999, 0.7243718802928925, 0.6973269234100977, 0.7102193733056387, 0.8632972165942192, 0.7148260250687599, 0.7488917037844658, 0.7362171510855356, 0.7512262513240179, 0.7384297996759415, 0.7460400934020678, 0.7454889640212059, 0.7453979601462682, 0.7670378535985947, 0.7791638076305389, 0.7515114545822144, 0.7432548999786377, 0.7538445939620336, 0.7791572188337644, 0.7758580495913824, 0.7509621580441793, 0.7510824998219808, 0.7685167690118154, 0.7916082640488943, 0.7715183421969414, 0.7699955304463705, 0.761957456668218, 0.7571442872285843, 0.7609611004590988, 0.7966828991969427, 0.7923206438620886, 0.7819957633813223, 0.7721091186006864, 0.7757004648447037, 0.8055417289336523, 0.7626725534598032, 0.762511134147644, 0.7655322328209877, 0.7693759724497795, 0.7728164394696554, 0.7758774061997732, 0.7774960647026697, 0.7794960215687752, 0.7773795326550802, 0.7783150176207224, 0.7769384384155273, 0.777967115243276, 0.7773159543673197, 0.7793548256158829, 0.780078815917174, 0.780893936753273, 0.7794446249802908, 0.7777296602725983, 0.7760113130013148, 0.7786996637781461, 0.7803618684411049, 0.7836551467577616, 0.7908669511477152, 0.79440638422966, 0.79461902876695, 0.7963144282499949, 0.7951644137501717, 0.7922522674004236, 0.7896687289079031, 0.7883578687906265, 0.7894426062703133, 0.7898440013329188, 0.7901736448208491, 0.7904359276096026, 0.7904113307595253, 0.7902118861675262, 0.7903213078776995, 0.7902805606524149, 0.7901574671268463, 0.7900291333595911, 0.7898506224155426], "test_acc": [0.6170212765957447, 0.6170212765957447, 0.6170212765957447, 0.6170212765957447, 0.6170212765957447, 0.6170212765957447, 0.6170212765957447, 0.6595744680851063, 0.6808510638297872, 0.6808510638297872, 0.6702127659574468, 0.6702127659574468, 0.6595744680851063, 0.7021276595744681, 0.7021276595744681, 0.7021276595744681, 0.7021276595744681, 0.723404255319149, 0.7446808510638298, 0.7446808510638298, 0.7340425531914894, 0.7127659574468085, 0.723404255319149, 0.7127659574468085, 0.723404255319149, 0.723404255319149, 0.7127659574468085, 0.7127659574468085, 0.7553191489361702, 0.723404255319149, 0.7553191489361702, 0.7446808510638298, 0.7553191489361702, 0.7446808510638298, 0.7446808510638298, 0.7446808510638298, 0.7446808510638298, 0.7446808510638298, 0.7446808510638298, 0.7340425531914894, 0.723404255319149, 0.7340425531914894, 0.7446808510638298, 0.7446808510638298, 0.7446808510638298, 0.7446808510638298, 0.7446808510638298, 0.7446808510638298, 0.7340425531914894, 0.7127659574468085, 0.7127659574468085, 0.723404255319149, 0.723404255319149, 0.7553191489361702, 0.7553191489361702, 0.723404255319149, 0.723404255319149, 0.723404255319149, 0.723404255319149, 0.723404255319149, 0.723404255319149, 0.723404255319149, 0.723404255319149, 0.7340425531914894, 0.7340425531914894, 0.7340425531914894, 0.7340425531914894, 0.723404255319149, 0.7340425531914894, 0.723404255319149, 0.723404255319149, 0.723404255319149, 0.723404255319149, 0.723404255319149, 0.723404255319149, 0.723404255319149, 0.723404255319149, 0.723404255319149, 0.723404255319149, 0.723404255319149, 0.723404255319149, 0.723404255319149, 0.7340425531914894, 0.7446808510638298, 0.7446808510638298, 0.7446808510638298, 0.7340425531914894, 0.723404255319149, 0.723404255319149, 0.723404255319149, 0.723404255319149, 0.723404255319149, 0.723404255319149, 0.723404255319149, 0.723404255319149, 0.723404255319149, 0.723404255319149, 0.723404255319149, 0.723404255319149, 0.723404255319149], "test_auc": [0.5435990653663066, 0.5811224934069762, 0.5534903634041565, 0.6089556277056277, 0.6549113881010432, 0.6940009702940738, 0.7315568451344312, 0.7429494037252656, 0.7365427675772503, 0.7753335904197973, 0.7954723756447896, 0.7932736643943542, 0.8072432037949279, 0.8046266233766234, 0.8234979101358412, 0.8268745542452439, 0.8450165654907034, 0.8418881964140584, 0.8391651531737739, 0.8406972019040985, 0.8284735698528802, 0.8342074273108756, 0.8414728151797117, 0.8397864109071005, 0.8276051773896601, 0.8394039947919257, 0.8408624421555455, 0.8476704649118442, 0.838943208770795, 0.8481204698877113, 0.8487456668491151, 0.8493547959065201, 0.8501899122588777, 0.8500732903750144, 0.8498775729379178, 0.8496307491997147, 0.8489197185317875, 0.8491088014794911, 0.8494138843276774, 0.8498559071834935, 0.8511110696455524, 0.8495002363536847, 0.8500016586223483, 0.8511482849844918, 0.8518659501418123, 0.8507626552885174, 0.8522216209716209, 0.8511269302217578, 0.8510099973462042, 0.850182655786104, 0.8512854323199152, 0.8518512298684713, 0.8526932917019123, 0.8537538770297391, 0.8539426489857523, 0.8528246338591167, 0.8507265802524423, 0.8495000290258911, 0.8524695850126885, 0.8517713050040636, 0.8517713050040636, 0.8519456676784264, 0.8521561053888641, 0.8517352299679887, 0.8518224113051699, 0.8521200303527889, 0.852468444709824, 0.8520111832611832, 0.8520111832611832, 0.8517135642135641, 0.852468444709824, 0.8523304680632267, 0.8526280871108458, 0.8529257061584649, 0.8530128874956461, 0.8521200303527889, 0.8518224113051699, 0.8516119735947322, 0.8514523311937104, 0.8518007455507455, 0.8526936026936026, 0.8530423280423279, 0.8533907423993631, 0.8533907423993631, 0.8532310999983413, 0.8533907423993631, 0.8536736411736411, 0.8532888407888408, 0.8534992784992785, 0.8532888407888408, 0.8532888407888408, 0.8532888407888408, 0.8532888407888408, 0.8532888407888408, 0.8532888407888408, 0.8532888407888408, 0.8532888407888408, 0.8532888407888408, 0.8532888407888408, 0.8532888407888408], "test_f1": [0.2543859649122807, 0.2543859649122807, 0.2543859649122807, 0.2543859649122807, 0.2543859649122807, 0.2543859649122807, 0.2543859649122807, 0.36382536382536385, 0.40769732550554466, 0.4086834733893558, 0.40696517412935324, 0.4001610305958132, 0.38164251207729466, 0.4636401849516603, 0.43532763532763535, 0.468000353294471, 0.4335820895522388, 0.5228937728937729, 0.5561445508435933, 0.552271457829082, 0.5297561173229622, 0.5387826350941105, 0.539993620414673, 0.543984962406015, 0.5485826001955035, 0.5388074291300098, 0.5325731179389716, 0.5328994529334087, 0.5663817663817664, 0.5704275961192957, 0.5867724867724867, 0.579047619047619, 0.5867724867724867, 0.579047619047619, 0.579047619047619, 0.579047619047619, 0.579047619047619, 0.579047619047619, 0.579047619047619, 0.5716071875111636, 0.5642184751657241, 0.5717078620304427, 0.579047619047619, 0.579047619047619, 0.5848907190370606, 0.579047619047619, 0.579047619047619, 0.579047619047619, 0.5716071875111636, 0.5571560388315183, 0.5571560388315183, 0.5704275961192957, 0.5646955848440472, 0.5867724867724867, 0.5867724867724867, 0.5646955848440472, 0.5646955848440472, 0.5646955848440472, 0.5646955848440472, 0.5646955848440472, 0.5646955848440472, 0.5646955848440472, 0.5646955848440472, 0.5717078620304427, 0.5717078620304427, 0.5717078620304427, 0.5717078620304427, 0.5646955848440472, 0.5717078620304427, 0.5646955848440472, 0.5646955848440472, 0.5646955848440472, 0.5646955848440472, 0.5646955848440472, 0.5646955848440472, 0.5646955848440472, 0.5646955848440472, 0.5646955848440472, 0.5646955848440472, 0.5646955848440472, 0.5646955848440472, 0.5646955848440472, 0.5717078620304427, 0.579047619047619, 0.579047619047619, 0.579047619047619, 0.5717078620304427, 0.5646955848440472, 0.5646955848440472, 0.5646955848440472, 0.5646955848440472, 0.5646955848440472, 0.5646955848440472, 0.5646955848440472, 0.5646955848440472, 0.5646955848440472, 0.5646955848440472, 0.5646955848440472, 0.5646955848440472, 0.5646955848440472]}
\ No newline at end of file
diff --git a/birads/three/saved/swin_t_224_3/fold1/model_acc.pth b/birads/three/saved/swin_t_224_3/fold1/model_acc.pth
new file mode 100644
index 0000000000000000000000000000000000000000..c5fd664541517256f30385d68580a9e6b6659269
--- /dev/null
+++ b/birads/three/saved/swin_t_224_3/fold1/model_acc.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:30b9429f625cb4271c31d8d2ee6577d2a16098c0df2896108f39d3e983c98c64
+size 111167179
diff --git a/birads/three/saved/swin_t_224_3/fold1/model_auc.pth b/birads/three/saved/swin_t_224_3/fold1/model_auc.pth
new file mode 100644
index 0000000000000000000000000000000000000000..58ad37bbc4bdf8e449539a14b0ed948635223455
--- /dev/null
+++ b/birads/three/saved/swin_t_224_3/fold1/model_auc.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b367289fce492551238ae9a4be06f504571fb747e31e4f3ba08d7c3b0f6773d4
+size 111167179
diff --git a/birads/three/saved/swin_t_224_3/fold1/model_f1.pth b/birads/three/saved/swin_t_224_3/fold1/model_f1.pth
new file mode 100644
index 0000000000000000000000000000000000000000..c59c9e16859df28024b3337d422eebba53780453
--- /dev/null
+++ b/birads/three/saved/swin_t_224_3/fold1/model_f1.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f582f57b14253a873ca4d9af478c68b735bb9274497aac734bb67e309ef3b05c
+size 111166986
diff --git a/birads/three/saved/swin_t_224_3/fold1/model_loss.pth b/birads/three/saved/swin_t_224_3/fold1/model_loss.pth
new file mode 100644
index 0000000000000000000000000000000000000000..64354aea48a27f76def53ea10369c74c18662267
--- /dev/null
+++ b/birads/three/saved/swin_t_224_3/fold1/model_loss.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e2458f9f8c3e5a48b141774eba63e0b84338eea4d7b801114fc1599988ded638
+size 111167372
diff --git a/birads/three/saved/swin_t_224_3/fold2/checkpoint.pth b/birads/three/saved/swin_t_224_3/fold2/checkpoint.pth
new file mode 100644
index 0000000000000000000000000000000000000000..8a613339388f89397a1c64bf2192e09fc2acece2
--- /dev/null
+++ b/birads/three/saved/swin_t_224_3/fold2/checkpoint.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9a60009bc24dba9ef7c7753c9e175dd8f5cfa1e51b330b17fb0535124999105a
+size 111167372
diff --git a/birads/three/saved/swin_t_224_3/fold2/log.json b/birads/three/saved/swin_t_224_3/fold2/log.json
new file mode 100644
index 0000000000000000000000000000000000000000..101da598147b70bf3f000d1f9cbe3aee3340bfc4
--- /dev/null
+++ b/birads/three/saved/swin_t_224_3/fold2/log.json
@@ -0,0 +1 @@
+{"train_loss": [1.0217741926511128, 0.9336240192254385, 0.9095617632071177, 0.8977106859286627, 0.8647488554318746, 0.8427265534798304, 0.8034077088038126, 0.7989176213741302, 0.768624151746432, 0.6970125089089075, 0.6690445989370346, 0.6260560477773348, 0.6330582996209463, 0.5753525644540787, 0.5409309417009354, 0.4956623539328575, 0.4965510095159213, 0.43342773616313934, 0.4342266445358594, 0.4133187234401703, 0.38957149038712185, 0.36371685812870663, 0.33559075370430946, 0.32037276153763133, 0.3208327852189541, 0.31581244617700577, 0.2818740705649058, 0.24552120951314768, 0.23000496874252954, 0.224282988657554, 0.20610103632013002, 0.19606336578726768, 0.19292552210390568, 0.19960307826598486, 0.19615807384252548, 0.17683154220382372, 0.18745773347715536, 0.1969788670539856, 0.18798340236147246, 0.18359080515801907, 0.16851252193252245, 0.20406995713710785, 0.19350386100510755, 0.1821905958155791, 0.18559442150096098, 0.1838220419983069, 0.17448875680565834, 0.18425801768898964, 0.19004818300406137, 0.17007464480896792, 0.17977389941612879, 0.16855614508191744, 0.16572272591292858, 0.15569461261232695, 0.179626801982522, 0.14829120971262455, 0.161254591618975, 0.16765731076399484, 0.1726816724985838, 0.16166157896320024, 0.17640535657604536, 0.16318958128492037, 0.170972665771842, 0.1468392169723908, 0.14992130423585573, 0.14214247775574526, 0.16416883282363415, 0.16278159121672311, 0.1540203591187795, 0.19959198435147604, 0.16217256461580595, 0.16966654608647028, 0.17111023080845675, 0.15340513736009598, 0.16072545014321804, 0.1784437671303749, 0.161346768339475, 0.1469214620689551, 0.16366110183298588, 0.16149675473570824, 0.16449016580979028, 0.15927735902369022, 0.17688204906880856, 0.16362500128646693, 0.14142317635317644, 0.15499750214318433, 0.16591769829392433, 0.15533410323162875, 0.162697850416104, 0.1550714516391357, 0.1679502228895823, 0.15386145437757173, 0.15378579621513686, 0.16295160601536432, 0.16462826232115427, 0.16344685666263103, 0.15310510620474815, 0.16185175317029157, 0.174624715000391, 0.16200625772277513], "train_acc": [0.5401069518716578, 0.6149732620320856, 0.6149732620320856, 0.6149732620320856, 0.6229946524064172, 0.6203208556149733, 0.6524064171122995, 0.6711229946524064, 0.6737967914438503, 0.6951871657754011, 0.732620320855615, 0.7593582887700535, 0.7459893048128342, 0.7513368983957219, 0.7887700534759359, 0.8021390374331551, 0.8074866310160428, 0.820855614973262, 0.8181818181818182, 0.8556149732620321, 0.8368983957219251, 0.8422459893048129, 0.8983957219251337, 0.893048128342246, 0.8877005347593583, 0.8716577540106952, 0.8903743315508021, 0.9144385026737968, 0.9411764705882353, 0.9278074866310161, 0.9572192513368984, 0.946524064171123, 0.9411764705882353, 0.9278074866310161, 0.9385026737967914, 0.946524064171123, 0.9572192513368984, 0.9438502673796791, 0.9385026737967914, 0.946524064171123, 0.9625668449197861, 0.9358288770053476, 0.9411764705882353, 0.9491978609625669, 0.93048128342246, 0.9491978609625669, 0.946524064171123, 0.9491978609625669, 0.9358288770053476, 0.9572192513368984, 0.93048128342246, 0.9491978609625669, 0.9491978609625669, 0.9705882352941176, 0.9358288770053476, 0.9679144385026738, 0.9652406417112299, 0.9572192513368984, 0.9518716577540107, 0.9438502673796791, 0.946524064171123, 0.9598930481283422, 0.9411764705882353, 0.9625668449197861, 0.9652406417112299, 0.9679144385026738, 0.946524064171123, 0.9572192513368984, 0.9625668449197861, 0.9411764705882353, 0.9679144385026738, 0.9598930481283422, 0.9438502673796791, 0.9572192513368984, 0.9598930481283422, 0.946524064171123, 0.9411764705882353, 0.9625668449197861, 0.9491978609625669, 0.9598930481283422, 0.9545454545454546, 0.9625668449197861, 0.946524064171123, 0.9598930481283422, 0.9732620320855615, 0.9625668449197861, 0.9518716577540107, 0.9518716577540107, 0.9598930481283422, 0.9625668449197861, 0.9598930481283422, 0.9679144385026738, 0.9625668449197861, 0.9385026737967914, 0.946524064171123, 0.9679144385026738, 0.9652406417112299, 0.9598930481283422, 0.946524064171123, 0.9411764705882353], "test_loss": [0.9116725126902262, 0.87725963195165, 0.8703746596972147, 0.8505668540795644, 0.836788127819697, 0.8209130863348643, 0.7877870996793112, 0.7742753873268763, 0.742140382528305, 0.7097288717826208, 0.7077803462743759, 0.7352542529503504, 0.7182790637016296, 0.653447429339091, 0.6686107814311981, 0.6491235693295797, 0.6649402181307474, 0.6578256338834763, 0.6562449485063553, 0.7355365405480067, 0.6827500015497208, 0.6698955694834391, 0.8111837543547153, 0.8975115468104681, 0.9585621046523253, 0.9511435528596243, 0.8744083469112715, 0.9379624178012212, 0.9088265498479208, 0.9277584652105967, 0.9556395709514618, 0.9636605903506279, 0.962142122288545, 0.9442122727632523, 0.9499821116526922, 0.9293585643172264, 0.9325353056192398, 0.962439460059007, 0.9780945330858231, 0.9469326262672743, 0.935409334798654, 0.9526978954672813, 0.934945193429788, 0.9256714185078939, 0.9634592334429423, 0.9509523337086042, 0.9940183920164903, 0.96561881651481, 0.9303414672613144, 0.9621342594424883, 0.9673115263382593, 0.9538639808694521, 0.9521018092830976, 0.9562958081563314, 0.9576564033826193, 0.9642285729448, 0.9469768504301707, 0.9570148835579554, 0.9598833570877711, 0.970663882791996, 0.964568093419075, 0.9595356012384096, 0.958158940076828, 0.9583987295627594, 0.9607428809007009, 0.9658428877592087, 0.9663995802402496, 0.9631428346037865, 0.9633554791410764, 0.957199826836586, 0.9578974818189939, 0.9583402325709661, 0.9607672020792961, 0.9649585485458374, 0.9677353923519453, 0.9698561603824297, 0.9678640365600586, 0.9619288419683775, 0.9614020586013794, 0.9630202328165373, 0.9675773481527964, 0.9714909344911575, 0.9723233555754026, 0.9690143962701162, 0.9673310642441114, 0.9640572418769201, 0.9634389330943426, 0.9665765389800072, 0.9674390306075414, 0.9685553486148516, 0.9690346419811249, 0.9695510342717171, 0.9699219192067782, 0.9699518953760465, 0.9699258555968603, 0.9700893933574358, 0.9697336281339327, 0.9694558431704839, 0.9692229231198629, 0.9688305308421453], "test_acc": [0.6170212765957447, 0.6170212765957447, 0.6170212765957447, 0.6170212765957447, 0.6170212765957447, 0.6276595744680851, 0.6595744680851063, 0.6808510638297872, 0.6808510638297872, 0.7021276595744681, 0.723404255319149, 0.723404255319149, 0.723404255319149, 0.7340425531914894, 0.7446808510638298, 0.7553191489361702, 0.7553191489361702, 0.7659574468085106, 0.7553191489361702, 0.7553191489361702, 0.7659574468085106, 0.7659574468085106, 0.7553191489361702, 0.7659574468085106, 0.7553191489361702, 0.7659574468085106, 0.7553191489361702, 0.7446808510638298, 0.7872340425531915, 0.7659574468085106, 0.7659574468085106, 0.7872340425531915, 0.7872340425531915, 0.776595744680851, 0.7872340425531915, 0.7872340425531915, 0.7872340425531915, 0.7872340425531915, 0.7659574468085106, 0.7872340425531915, 0.7872340425531915, 0.7872340425531915, 0.776595744680851, 0.776595744680851, 0.776595744680851, 0.776595744680851, 0.776595744680851, 0.776595744680851, 0.7872340425531915, 0.776595744680851, 0.776595744680851, 0.776595744680851, 0.776595744680851, 0.776595744680851, 0.776595744680851, 0.776595744680851, 0.776595744680851, 0.776595744680851, 0.776595744680851, 0.7872340425531915, 0.7872340425531915, 0.7872340425531915, 0.7872340425531915, 0.776595744680851, 0.776595744680851, 0.776595744680851, 0.776595744680851, 0.776595744680851, 0.776595744680851, 0.776595744680851, 0.776595744680851, 0.776595744680851, 0.776595744680851, 0.776595744680851, 0.776595744680851, 0.776595744680851, 0.776595744680851, 0.776595744680851, 0.776595744680851, 0.776595744680851, 0.776595744680851, 0.776595744680851, 0.776595744680851, 0.776595744680851, 0.776595744680851, 0.776595744680851, 0.776595744680851, 0.776595744680851, 0.776595744680851, 0.776595744680851, 0.776595744680851, 0.776595744680851, 0.776595744680851, 0.776595744680851, 0.776595744680851, 0.776595744680851, 0.776595744680851, 0.776595744680851, 0.776595744680851, 0.776595744680851], "test_auc": [0.7181015806383287, 0.7746539501272464, 0.8128027177909513, 0.8318020677474753, 0.8324327187756388, 0.8431849575526563, 0.8390326291317112, 0.8458483864818257, 0.8462833692231904, 0.8393579082213639, 0.8279310572433377, 0.8590094423515741, 0.8648387149268751, 0.8517707209153739, 0.8467020084650237, 0.8500334720886417, 0.8461840582323767, 0.8602052968807387, 0.8601378682473699, 0.8646441629445433, 0.8572905047616636, 0.8600819352104508, 0.8543899371689703, 0.8576840338374477, 0.8561692061690889, 0.8515974338646922, 0.8478598994511812, 0.8401916230534199, 0.8409330672999308, 0.8488709579642987, 0.8477823898197632, 0.8484807243262523, 0.8472824525300048, 0.84653963713407, 0.8491665037497169, 0.8491929716962741, 0.8503549493928717, 0.8516945824333798, 0.8528691152130019, 0.8529400640490049, 0.8523749039969802, 0.8536883373048036, 0.8530290258278964, 0.8521183812411438, 0.8534787561544723, 0.8533218426833825, 0.8542297583402032, 0.8537772990836952, 0.8523904562238096, 0.8531469162694044, 0.8535759047231597, 0.8547062248272089, 0.8538245089030729, 0.8541702616516735, 0.8540578290700296, 0.8546257180519862, 0.8538774447961873, 0.8543536430693205, 0.8545340273431626, 0.853712076321429, 0.8532830878676735, 0.8539189285418284, 0.8537148052513609, 0.8538744476523826, 0.8533510395598718, 0.8539841513040947, 0.8539841513040947, 0.8536675954319831, 0.8538717187224506, 0.8539189285418284, 0.8538744476523826, 0.8537148052513609, 0.8540313611234723, 0.8535106819608934, 0.8535079530309614, 0.8535524339204072, 0.8530317547578283, 0.8528748412867385, 0.852715198885717, 0.8530344836877602, 0.8535079530309614, 0.8535079530309614, 0.8536675954319831, 0.8533510395598718, 0.8532386069782278, 0.8530344836877602, 0.8530344836877602, 0.8535551628503392, 0.8537592861408067, 0.8537592861408067, 0.8537592861408067, 0.854075842012918, 0.854075842012918, 0.854075842012918, 0.854075842012918, 0.854075842012918, 0.854075842012918, 0.854075842012918, 0.8537592861408067, 0.8537592861408067], "test_f1": [0.2543859649122807, 0.2543859649122807, 0.2543859649122807, 0.2543859649122807, 0.2543859649122807, 0.28384841795437826, 0.3600266933600267, 0.40277121713116043, 0.4000000000000001, 0.4339166310997297, 0.4648148148148148, 0.4666666666666666, 0.4666666666666666, 0.5145344705046198, 0.5284552845528455, 0.5776187636652753, 0.571889627987189, 0.5853144311159578, 0.571889627987189, 0.571889627987189, 0.5853144311159578, 0.581990231990232, 0.5685316204307082, 0.6218905472636816, 0.6059964726631394, 0.6013563320064869, 0.5856050382366172, 0.5545454545454546, 0.6728744939271255, 0.6262689751061844, 0.6312180312180312, 0.6728744939271255, 0.6663685152057245, 0.6349245206038351, 0.6663685152057245, 0.6663685152057245, 0.6663685152057245, 0.6663685152057245, 0.6262689751061844, 0.6663685152057245, 0.6663685152057245, 0.6663685152057245, 0.6462862582813623, 0.6462862582813623, 0.6462862582813623, 0.6462862582813623, 0.6519568151147098, 0.6462862582813623, 0.6663685152057245, 0.6462862582813623, 0.6462862582813623, 0.6462862582813623, 0.6462862582813623, 0.6462862582813623, 0.6462862582813623, 0.6462862582813623, 0.6462862582813623, 0.6462862582813623, 0.6462862582813623, 0.6663685152057245, 0.6663685152057245, 0.6663685152057245, 0.6663685152057245, 0.6462862582813623, 0.6462862582813623, 0.6462862582813623, 0.6462862582813623, 0.6462862582813623, 0.6462862582813623, 0.6462862582813623, 0.6462862582813623, 0.6462862582813623, 0.6462862582813623, 0.6462862582813623, 0.6462862582813623, 0.6462862582813623, 0.6462862582813623, 0.6462862582813623, 0.6462862582813623, 0.6462862582813623, 0.6462862582813623, 0.6462862582813623, 0.6462862582813623, 0.6462862582813623, 0.6462862582813623, 0.6462862582813623, 0.6462862582813623, 0.6462862582813623, 0.6462862582813623, 0.6462862582813623, 0.6462862582813623, 0.6462862582813623, 0.6462862582813623, 0.6462862582813623, 0.6462862582813623, 0.6462862582813623, 0.6462862582813623, 0.6462862582813623, 0.6462862582813623, 0.6462862582813623]}
\ No newline at end of file
diff --git a/birads/three/saved/swin_t_224_3/fold2/model_acc.pth b/birads/three/saved/swin_t_224_3/fold2/model_acc.pth
new file mode 100644
index 0000000000000000000000000000000000000000..3197e6d2bc3e2ca8f68b8118076ffda9a0c62a4e
--- /dev/null
+++ b/birads/three/saved/swin_t_224_3/fold2/model_acc.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e9b155d408bdfdae8a78f9679e93d4c4475a2073ec3baa72a94b0fddee7aeb37
+size 111167179
diff --git a/birads/three/saved/swin_t_224_3/fold2/model_auc.pth b/birads/three/saved/swin_t_224_3/fold2/model_auc.pth
new file mode 100644
index 0000000000000000000000000000000000000000..8c5c30231dfc551e1c28d59c94398170879df0d2
--- /dev/null
+++ b/birads/three/saved/swin_t_224_3/fold2/model_auc.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8afedee232b151e62fa9e0fffec295be628011cc2cde333a4809282159a5fd8a
+size 111167179
diff --git a/birads/three/saved/swin_t_224_3/fold2/model_f1.pth b/birads/three/saved/swin_t_224_3/fold2/model_f1.pth
new file mode 100644
index 0000000000000000000000000000000000000000..ebd72e4f1202f8bcc97777a9c1e2513830a8d98d
--- /dev/null
+++ b/birads/three/saved/swin_t_224_3/fold2/model_f1.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:62cad162f738070351ec980420d87d3eecd907cc0f8393e8818a5ea87ab6bea1
+size 111166986
diff --git a/birads/three/saved/swin_t_224_3/fold2/model_loss.pth b/birads/three/saved/swin_t_224_3/fold2/model_loss.pth
new file mode 100644
index 0000000000000000000000000000000000000000..76ea95c7e76d766a4f381ca3a3367f6b49d77a09
--- /dev/null
+++ b/birads/three/saved/swin_t_224_3/fold2/model_loss.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f71772491af48066183ee7c4388d960feded716c6bf03118cd2b0a9fd19911a6
+size 111167372
diff --git a/birads/three/saved/swin_t_224_3/fold3/checkpoint.pth b/birads/three/saved/swin_t_224_3/fold3/checkpoint.pth
new file mode 100644
index 0000000000000000000000000000000000000000..51924e90c564517601a191fc201ab52febe68c9e
--- /dev/null
+++ b/birads/three/saved/swin_t_224_3/fold3/checkpoint.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b127b1bc3ab449be42360283447318fcbc8c27aa53414bd613fcb3cecca80eff
+size 111167372
diff --git a/birads/three/saved/swin_t_224_3/fold3/log.json b/birads/three/saved/swin_t_224_3/fold3/log.json
new file mode 100644
index 0000000000000000000000000000000000000000..971f59ad8275fe93965df7be7bca973199f8cb61
--- /dev/null
+++ b/birads/three/saved/swin_t_224_3/fold3/log.json
@@ -0,0 +1 @@
+{"train_loss": [1.0223986208438873, 0.9463164011637369, 0.8993681917587916, 0.9008771181106567, 0.874819278717041, 0.8688881595929464, 0.8531453361113867, 0.8286194751660029, 0.7960752745469412, 0.7818761765956879, 0.7201251611113548, 0.7277423789103826, 0.6523837248484293, 0.6227222830057144, 0.5899358987808228, 0.5427782212694486, 0.5253395537535349, 0.46728937576214474, 0.4445067072908084, 0.41994351893663406, 0.4396791569888592, 0.40038443977634114, 0.3868472675482432, 0.3250155635178089, 0.321185069779555, 0.27431496729453403, 0.2838244264324506, 0.2503744376202424, 0.2286281113823255, 0.22647090380390486, 0.20137122770150503, 0.19104455100993314, 0.21004458765188852, 0.21691963324944177, 0.199899697676301, 0.20445150882005692, 0.2142149768769741, 0.22285386671622595, 0.2004356738179922, 0.19968176012237868, 0.19641145505011082, 0.18237747686604658, 0.19301307015120983, 0.21865692362189293, 0.17957168817520142, 0.15605186919371286, 0.18850695341825485, 0.16852724241713682, 0.19478391483426094, 0.1638514126340548, 0.16495812001327673, 0.17449797689914703, 0.17153978596131006, 0.16297368270655474, 0.16802602199216685, 0.17262867776056132, 0.15893149624268213, 0.15030387168129286, 0.18174610721568266, 0.15705250017344952, 0.165400559703509, 0.15269420916835466, 0.15267330408096313, 0.1631019456932942, 0.17083133198320866, 0.16446602530777454, 0.19300527125597, 0.14975552074611187, 0.15503567395110926, 0.18353563671310744, 0.15285532859464487, 0.1665265802294016, 0.177229726066192, 0.18024014122784138, 0.16277420613914728, 0.1746263075619936, 0.18114862777292728, 0.1359445241590341, 0.15836227188507715, 0.1733060690263907, 0.15858730673789978, 0.15108244058986506, 0.15347981887559095, 0.16810764372348785, 0.16664597392082214, 0.15048356354236603, 0.16673854552209377, 0.14329284181197485, 0.1549977728476127, 0.1636680377026399, 0.14770536497235298, 0.1735300620396932, 0.1661239235351483, 0.14748553559184074, 0.1662983074784279, 0.15123551711440086, 0.15817133150994778, 0.1628036399682363, 0.1524856798350811, 0.17586411287387213], "train_acc": [0.5866666666666667, 0.616, 0.616, 0.6186666666666667, 0.6186666666666667, 0.616, 0.6186666666666667, 0.6293333333333333, 0.632, 0.632, 0.656, 0.6826666666666666, 0.72, 0.7226666666666667, 0.76, 0.7893333333333333, 0.8133333333333334, 0.8266666666666667, 0.8373333333333334, 0.8426666666666667, 0.824, 0.856, 0.8533333333333334, 0.88, 0.8773333333333333, 0.92, 0.9146666666666666, 0.9253333333333333, 0.9253333333333333, 0.9146666666666666, 0.944, 0.968, 0.944, 0.9226666666666666, 0.928, 0.928, 0.9386666666666666, 0.9146666666666666, 0.936, 0.9573333333333334, 0.9413333333333334, 0.9546666666666667, 0.9466666666666667, 0.944, 0.9493333333333334, 0.9546666666666667, 0.9386666666666666, 0.9546666666666667, 0.9333333333333333, 0.9626666666666667, 0.96, 0.9493333333333334, 0.9493333333333334, 0.96, 0.944, 0.9493333333333334, 0.952, 0.9626666666666667, 0.9546666666666667, 0.9653333333333334, 0.952, 0.9466666666666667, 0.9626666666666667, 0.9546666666666667, 0.9626666666666667, 0.9466666666666667, 0.9306666666666666, 0.96, 0.9653333333333334, 0.9466666666666667, 0.96, 0.952, 0.944, 0.944, 0.9573333333333334, 0.9573333333333334, 0.9493333333333334, 0.9706666666666667, 0.9626666666666667, 0.952, 0.96, 0.968, 0.96, 0.952, 0.9493333333333334, 0.968, 0.96, 0.9653333333333334, 0.9626666666666667, 0.9546666666666667, 0.9653333333333334, 0.952, 0.9493333333333334, 0.9653333333333334, 0.952, 0.9786666666666667, 0.96, 0.9573333333333334, 0.96, 0.952], "test_loss": [0.9454059998194376, 0.9351521631081899, 0.9291516244411469, 0.9203719894091288, 0.9077222645282745, 0.9039923548698425, 0.8771054347356161, 0.8654331167538961, 0.8424958189328512, 0.8426210880279541, 0.770315965016683, 0.8117899894714355, 0.7718319694201151, 0.6821937759717306, 0.6877840260664622, 0.7043987214565277, 0.6767376760641733, 0.6559462944666544, 0.6537575225035349, 0.6647985180219015, 0.8088939289251963, 0.9097200135389963, 0.7075070838133494, 0.6739917993545532, 0.7138738930225372, 0.7972674667835236, 0.7436961929003397, 0.7396049499511719, 0.7778894702593485, 0.7345561186472574, 0.7338196436564127, 0.7497414350509644, 0.7577272554238638, 0.7621193528175354, 0.7572097380956014, 0.7504335244496664, 0.7466791172822317, 0.752347449461619, 0.7639251748720804, 0.7659396032492319, 0.750966896613439, 0.7569083869457245, 0.761605312426885, 0.7534192800521851, 0.7493094901243845, 0.7520492076873779, 0.7556480666001638, 0.758256713549296, 0.7639011939366659, 0.7644921441872915, 0.7717224657535553, 0.7749502658843994, 0.7821053167184194, 0.7911073366800944, 0.7816367745399475, 0.7789942423502604, 0.7782290379206339, 0.7745976249376932, 0.7727618912855784, 0.7829709748427073, 0.7840572496255239, 0.7849528789520264, 0.7847998241583506, 0.7835178375244141, 0.7836074431737264, 0.7833669384320577, 0.7824622293313345, 0.7809359232584635, 0.7804947594801585, 0.7806698183218638, 0.7800781925519308, 0.780489852031072, 0.7803346912066141, 0.7802825371424357, 0.7803183992703756, 0.7806741197903951, 0.7811607519785563, 0.7809861699740092, 0.7804994583129883, 0.7794718742370605, 0.7792757451534271, 0.7794423997402191, 0.7799797654151917, 0.7804898321628571, 0.7813060879707336, 0.7819751699765524, 0.7829964558283488, 0.7832467456658682, 0.7832818726698557, 0.7834591368834177, 0.7834908763567606, 0.7835573355356852, 0.7836125989754995, 0.783617377281189, 0.7835927208264669, 0.7836213807264963, 0.783698300520579, 0.783768872419993, 0.7837685147921244, 0.7838354508082072], "test_acc": [0.6129032258064516, 0.6129032258064516, 0.6129032258064516, 0.6129032258064516, 0.6129032258064516, 0.6129032258064516, 0.6129032258064516, 0.6129032258064516, 0.6236559139784946, 0.6236559139784946, 0.6666666666666666, 0.6559139784946236, 0.6666666666666666, 0.7096774193548387, 0.6881720430107527, 0.7311827956989247, 0.7634408602150538, 0.7419354838709677, 0.7419354838709677, 0.7634408602150538, 0.7204301075268817, 0.7204301075268817, 0.7419354838709677, 0.7311827956989247, 0.7526881720430108, 0.7526881720430108, 0.7096774193548387, 0.7419354838709677, 0.7526881720430108, 0.7311827956989247, 0.7419354838709677, 0.7419354838709677, 0.7526881720430108, 0.7419354838709677, 0.7419354838709677, 0.7526881720430108, 0.7419354838709677, 0.7419354838709677, 0.7419354838709677, 0.7419354838709677, 0.7419354838709677, 0.7419354838709677, 0.7419354838709677, 0.7419354838709677, 0.7419354838709677, 0.7419354838709677, 0.7419354838709677, 0.7419354838709677, 0.7419354838709677, 0.7419354838709677, 0.7419354838709677, 0.7419354838709677, 0.7419354838709677, 0.7419354838709677, 0.7419354838709677, 0.7419354838709677, 0.7419354838709677, 0.7419354838709677, 0.7419354838709677, 0.7419354838709677, 0.7419354838709677, 0.7419354838709677, 0.7419354838709677, 0.7419354838709677, 0.7419354838709677, 0.7419354838709677, 0.7419354838709677, 0.7419354838709677, 0.7419354838709677, 0.7419354838709677, 0.7419354838709677, 0.7419354838709677, 0.7419354838709677, 0.7419354838709677, 0.7419354838709677, 0.7419354838709677, 0.7419354838709677, 0.7419354838709677, 0.7419354838709677, 0.7419354838709677, 0.7419354838709677, 0.7419354838709677, 0.7419354838709677, 0.7419354838709677, 0.7419354838709677, 0.7419354838709677, 0.7419354838709677, 0.7419354838709677, 0.7419354838709677, 0.7419354838709677, 0.7419354838709677, 0.7419354838709677, 0.7419354838709677, 0.7419354838709677, 0.7419354838709677, 0.7419354838709677, 0.7419354838709677, 0.7419354838709677, 0.7419354838709677, 0.7419354838709677], "test_auc": [0.6145746980652036, 0.6066007441014087, 0.6346492199585442, 0.6515052610910459, 0.7055904664658453, 0.7390269975885825, 0.7292767564034294, 0.7647563258345428, 0.7773231428595772, 0.7834999139372124, 0.8015279274486752, 0.8007512414253773, 0.8289853812596085, 0.8190295305090448, 0.83890641430216, 0.8527848062751242, 0.8342335548759747, 0.8420100399930748, 0.8402021275614153, 0.8462441931389081, 0.8562075824417361, 0.8357091692176596, 0.8411128326677586, 0.8558072722651578, 0.8631947920817938, 0.8578625923619715, 0.8379413231468043, 0.8537314469150209, 0.8524558075006445, 0.8511571010867254, 0.8571956138445458, 0.8571450611999479, 0.8576737813975587, 0.8589263267318272, 0.8581101523553034, 0.8581471786338337, 0.85918632234625, 0.8598400535778746, 0.8614628346168821, 0.8608091033852577, 0.8600809137642171, 0.8614349702200368, 0.8610591254532851, 0.8611941100336943, 0.8622746445090236, 0.8633277204198625, 0.8625860044327545, 0.8626604628221703, 0.8635236370236198, 0.8634491786342039, 0.863188777187426, 0.8634527314538762, 0.8624231554555001, 0.862802958874279, 0.863239329832024, 0.8638656024991581, 0.8633372881339025, 0.8654060078446951, 0.8655819773556619, 0.8642374886138825, 0.864840261368554, 0.8651416477458896, 0.864840261368554, 0.8647522766130705, 0.8647522766130705, 0.8642374886138825, 0.8639361022365466, 0.8640240869920301, 0.8643254733693659, 0.8643254733693659, 0.8646268597467016, 0.864840261368554, 0.8659578221224136, 0.8652805909783261, 0.8656564357450778, 0.8659578221224136, 0.8657444205005612, 0.8655819773556619, 0.8654939926001785, 0.8650671893564738, 0.865229632501373, 0.8652296325013732, 0.8655310188787088, 0.8652296325013732, 0.8655310188787088, 0.865229632501373, 0.8657953789775142, 0.8655819773556619, 0.8653685757338097, 0.8653685757338097, 0.8653685757338097, 0.8653685757338095, 0.8653685757338097, 0.8653685757338097, 0.8653685757338097, 0.8653685757338097, 0.8655819773556619, 0.8658833637329977, 0.8655819773556619, 0.8658833637329977], "test_f1": [0.25333333333333335, 0.25333333333333335, 0.25333333333333335, 0.25333333333333335, 0.25333333333333335, 0.25333333333333335, 0.25333333333333335, 0.25333333333333335, 0.28401906429335666, 0.28401906429335666, 0.4128540305010893, 0.37402190923317685, 0.39166666666666666, 0.515609565433678, 0.4463980463980464, 0.5246913580246914, 0.5951730418943533, 0.5734074074074074, 0.5841687552213868, 0.5862792972089429, 0.54253940382123, 0.5343137254901961, 0.5737950043066322, 0.5641456582633052, 0.583085549525572, 0.5805340223944874, 0.5498291182501708, 0.5672003323426965, 0.580814816334626, 0.5606771444209867, 0.563309381723704, 0.5650850086048754, 0.5787757251660995, 0.5672003323426965, 0.5650850086048754, 0.5768518518518518, 0.5653439153439154, 0.5676242948970222, 0.5684053651266766, 0.5672003323426965, 0.5632014433246236, 0.5640096618357487, 0.5640096618357487, 0.5632014433246236, 0.5640096618357487, 0.5640096618357487, 0.5640096618357487, 0.5660850933578206, 0.5676242948970222, 0.5676242948970222, 0.5676242948970222, 0.5676242948970222, 0.5650850086048754, 0.5676242948970222, 0.5676242948970222, 0.5676242948970222, 0.5676242948970222, 0.5676242948970222, 0.5676242948970222, 0.5676242948970222, 0.5676242948970222, 0.5676242948970222, 0.5676242948970222, 0.5676242948970222, 0.5676242948970222, 0.5676242948970222, 0.5676242948970222, 0.5676242948970222, 0.5676242948970222, 0.5676242948970222, 0.5676242948970222, 0.5676242948970222, 0.5676242948970222, 0.5676242948970222, 0.5676242948970222, 0.5676242948970222, 0.5676242948970222, 0.5676242948970222, 0.5676242948970222, 0.5676242948970222, 0.5676242948970222, 0.5676242948970222, 0.5676242948970222, 0.5676242948970222, 0.5676242948970222, 0.5676242948970222, 0.5676242948970222, 0.5676242948970222, 0.5676242948970222, 0.5676242948970222, 0.5676242948970222, 0.5676242948970222, 0.5676242948970222, 0.5676242948970222, 0.5676242948970222, 0.5676242948970222, 0.5676242948970222, 0.5676242948970222, 0.5676242948970222, 0.5676242948970222]}
\ No newline at end of file
diff --git a/birads/three/saved/swin_t_224_3/fold3/model_acc.pth b/birads/three/saved/swin_t_224_3/fold3/model_acc.pth
new file mode 100644
index 0000000000000000000000000000000000000000..e9734499aafb917288df881ded295efea7d6e549
--- /dev/null
+++ b/birads/three/saved/swin_t_224_3/fold3/model_acc.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:26292f034d6cc8419d27c4ea0ddfec6ecc7f2ebbdfa0f8c306c0d51778465345
+size 111167179
diff --git a/birads/three/saved/swin_t_224_3/fold3/model_auc.pth b/birads/three/saved/swin_t_224_3/fold3/model_auc.pth
new file mode 100644
index 0000000000000000000000000000000000000000..069fa7e52226be55ef471cb590011aa6480d567a
--- /dev/null
+++ b/birads/three/saved/swin_t_224_3/fold3/model_auc.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ac5ec760e821180059ce6f0a19c7135d4b3d9f6f70968486ed26b3fc9d935f89
+size 111167179
diff --git a/birads/three/saved/swin_t_224_3/fold3/model_f1.pth b/birads/three/saved/swin_t_224_3/fold3/model_f1.pth
new file mode 100644
index 0000000000000000000000000000000000000000..b1c3074acb73fc36a55740de61307d47eb5eec29
--- /dev/null
+++ b/birads/three/saved/swin_t_224_3/fold3/model_f1.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c7b1fd995149f00757decb18a6d2533c55da13bcf613ed25a93a08819c98bcee
+size 111166986
diff --git a/birads/three/saved/swin_t_224_3/fold3/model_loss.pth b/birads/three/saved/swin_t_224_3/fold3/model_loss.pth
new file mode 100644
index 0000000000000000000000000000000000000000..85f2fa3cb6ecdeb2bd2d86caa4e408c5b7a00bc7
--- /dev/null
+++ b/birads/three/saved/swin_t_224_3/fold3/model_loss.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0196144be8fb5a2b45149f8e3de12bc244448cc8411d9e8aa96869b9c02a56fd
+size 111167372
diff --git a/birads/three/saved/swin_t_224_3/fold4/checkpoint.pth b/birads/three/saved/swin_t_224_3/fold4/checkpoint.pth
new file mode 100644
index 0000000000000000000000000000000000000000..c144a81a8a8059b2b961badce707b02770a2fef8
--- /dev/null
+++ b/birads/three/saved/swin_t_224_3/fold4/checkpoint.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ab2b311cb720edac6da07487a3e08522eb9e5a80f9b0890b0f39ceb13cff4fac
+size 111167372
diff --git a/birads/three/saved/swin_t_224_3/fold4/log.json b/birads/three/saved/swin_t_224_3/fold4/log.json
new file mode 100644
index 0000000000000000000000000000000000000000..2237a801bf847904ca70d8c25cb1f502e91d5c36
--- /dev/null
+++ b/birads/three/saved/swin_t_224_3/fold4/log.json
@@ -0,0 +1 @@
+{"train_loss": [1.0207949876785278, 0.9428967088460922, 0.8972441554069519, 0.8722017556428909, 0.8574901074171066, 0.8470683743556341, 0.8073902030785879, 0.7868631233771642, 0.7357781479756037, 0.7061722576618195, 0.6578052366773287, 0.6054722468058268, 0.5822930112481117, 0.5393452122807503, 0.5347189580400785, 0.4937286426623662, 0.4696102614204089, 0.433236430088679, 0.38320110986630124, 0.3689742361505826, 0.35427069415648776, 0.33643901844819385, 0.3399079342683156, 0.3165959194302559, 0.2861521827677886, 0.26856307064493495, 0.246290506174167, 0.23752104739348093, 0.24468274352451166, 0.220001849035422, 0.18657525070011616, 0.1751933234433333, 0.16463619098067284, 0.16173107301195463, 0.1794910536458095, 0.17440408219893774, 0.1490738745778799, 0.16945101817448935, 0.15947086239854494, 0.1891843924919764, 0.17606289312243462, 0.16981666659315428, 0.1408404087026914, 0.17513464701672396, 0.15576078246037164, 0.14513767572740713, 0.16834829499324164, 0.14912987562517324, 0.142098443582654, 0.14980121701955795, 0.14571057756741843, 0.1510550125191609, 0.1639799370119969, 0.1446398962289095, 0.1525964867323637, 0.14231522753834724, 0.13829786702990532, 0.13230961374938488, 0.1489676833152771, 0.14061824108163515, 0.13726362772285938, 0.1436239698280891, 0.14239488852520785, 0.14157408972581229, 0.12463814578950405, 0.1394873857498169, 0.1374329018096129, 0.145846100213627, 0.11239578512807687, 0.15322831459343433, 0.1466971437136332, 0.12847665573159853, 0.1346236914396286, 0.12606169221301874, 0.1322555486112833, 0.15109836868941784, 0.14666671926776567, 0.1184750512863199, 0.15458098985254765, 0.1401343522593379, 0.1470720193659266, 0.13474968634545803, 0.15581779244045416, 0.14104767392079035, 0.14212488693495592, 0.1328852412601312, 0.1349771444996198, 0.13483061268925667, 0.15005095737675825, 0.12338525926073392, 0.12333857951064904, 0.15420370735228062, 0.14085906061033407, 0.13035083065430322, 0.13020392383138338, 0.1426907368004322, 0.14460867705444494, 0.1372549363101522, 0.12213134082655112, 0.15423698537051678], "train_acc": [0.576, 0.616, 0.616, 0.6213333333333333, 0.6266666666666667, 0.6213333333333333, 0.6453333333333333, 0.6666666666666666, 0.6933333333333334, 0.7013333333333334, 0.744, 0.7653333333333333, 0.7706666666666667, 0.7893333333333333, 0.7946666666666666, 0.7893333333333333, 0.8053333333333333, 0.832, 0.8533333333333334, 0.8586666666666667, 0.8693333333333333, 0.872, 0.8586666666666667, 0.8933333333333333, 0.9013333333333333, 0.9013333333333333, 0.9333333333333333, 0.9333333333333333, 0.9226666666666666, 0.936, 0.944, 0.9493333333333334, 0.9493333333333334, 0.9653333333333334, 0.952, 0.9466666666666667, 0.968, 0.96, 0.9573333333333334, 0.944, 0.9493333333333334, 0.9493333333333334, 0.9733333333333334, 0.9493333333333334, 0.9546666666666667, 0.9706666666666667, 0.9493333333333334, 0.968, 0.9706666666666667, 0.9653333333333334, 0.9706666666666667, 0.96, 0.9626666666666667, 0.9653333333333334, 0.9573333333333334, 0.9653333333333334, 0.976, 0.976, 0.9626666666666667, 0.9706666666666667, 0.976, 0.9573333333333334, 0.9733333333333334, 0.976, 0.9866666666666667, 0.9653333333333334, 0.976, 0.9733333333333334, 0.992, 0.9653333333333334, 0.968, 0.968, 0.9786666666666667, 0.9786666666666667, 0.9786666666666667, 0.9626666666666667, 0.9573333333333334, 0.9733333333333334, 0.96, 0.9733333333333334, 0.9733333333333334, 0.9626666666666667, 0.9546666666666667, 0.9653333333333334, 0.968, 0.9786666666666667, 0.968, 0.976, 0.952, 0.976, 0.9733333333333334, 0.9653333333333334, 0.9733333333333334, 0.984, 0.9706666666666667, 0.9813333333333333, 0.9653333333333334, 0.9626666666666667, 0.9653333333333334, 0.9493333333333334], "test_loss": [0.9583107034365336, 0.9513535499572754, 0.9585108955701193, 0.9610763192176819, 0.9498017430305481, 0.9483725130558014, 0.9224719405174255, 0.9395711123943329, 0.9042018552621206, 0.9097788234551748, 0.9105483194192251, 0.9053774277369181, 1.0145078400770824, 0.9259202480316162, 0.9135271459817886, 0.911416212717692, 0.9669856826464335, 1.0734034379323323, 1.0368057588736217, 1.0373148967822392, 1.0972575719157855, 1.1644814349710941, 1.1632260493934155, 1.1529613186915715, 1.232910191019376, 1.2089175085226695, 1.2129611571629841, 1.2825924456119537, 1.2656593869129817, 1.2339285463094711, 1.2475229998429616, 1.2707141439119976, 1.2661961317062378, 1.2758902211983998, 1.2759830405314763, 1.2945067832867305, 1.3115717396140099, 1.3134142234921455, 1.2976277073224385, 1.301358975470066, 1.288029134273529, 1.293974945942561, 1.3119631210962932, 1.3008902768294017, 1.3016037543614705, 1.3202252586682637, 1.313673237959544, 1.3066666672627132, 1.3242873946825664, 1.3370037873586018, 1.3385039965311687, 1.3459095011154811, 1.3380177716414134, 1.340961292386055, 1.330712576707204, 1.344643011689186, 1.3622797131538391, 1.353785941998164, 1.3497226933638256, 1.359194482366244, 1.3577051584919293, 1.3547675410906475, 1.3521790554126103, 1.350663607319196, 1.3522161940733592, 1.3540805950760841, 1.3548309976855915, 1.357764241596063, 1.359917012353738, 1.3614580730597179, 1.3604176938533783, 1.3595149566729863, 1.358831952015559, 1.3580785269538562, 1.3577069193124771, 1.3562081903219223, 1.3546066135168076, 1.3549283146858215, 1.3556282818317413, 1.3558043092489243, 1.3554304937521617, 1.3554592033227284, 1.356868823369344, 1.3577527403831482, 1.358000931640466, 1.3591972142457962, 1.3598395412166913, 1.3590561995903652, 1.3601499026020367, 1.3594351907571156, 1.359650452931722, 1.3601683974266052, 1.3604952146609623, 1.360478440920512, 1.3605058615406354, 1.3605735997358959, 1.3609920864303906, 1.3615871717532475, 1.3617276102304459, 1.3617440337936084], "test_acc": [0.6129032258064516, 0.6129032258064516, 0.6129032258064516, 0.6129032258064516, 0.6129032258064516, 0.6129032258064516, 0.6129032258064516, 0.6129032258064516, 0.6344086021505376, 0.6451612903225806, 0.6344086021505376, 0.6344086021505376, 0.6236559139784946, 0.6021505376344086, 0.6129032258064516, 0.6236559139784946, 0.5913978494623656, 0.6344086021505376, 0.6236559139784946, 0.6236559139784946, 0.6344086021505376, 0.6451612903225806, 0.6451612903225806, 0.6451612903225806, 0.6344086021505376, 0.6559139784946236, 0.6129032258064516, 0.6559139784946236, 0.6559139784946236, 0.6344086021505376, 0.6559139784946236, 0.6666666666666666, 0.6666666666666666, 0.6666666666666666, 0.6666666666666666, 0.6666666666666666, 0.6774193548387096, 0.6666666666666666, 0.6559139784946236, 0.6666666666666666, 0.6559139784946236, 0.6559139784946236, 0.6559139784946236, 0.6559139784946236, 0.6559139784946236, 0.6666666666666666, 0.6559139784946236, 0.6559139784946236, 0.6666666666666666, 0.6666666666666666, 0.6666666666666666, 0.6666666666666666, 0.6559139784946236, 0.6559139784946236, 0.6559139784946236, 0.6559139784946236, 0.6559139784946236, 0.6559139784946236, 0.6559139784946236, 0.6559139784946236, 0.6559139784946236, 0.6559139784946236, 0.6559139784946236, 0.6559139784946236, 0.6559139784946236, 0.6559139784946236, 0.6559139784946236, 0.6559139784946236, 0.6559139784946236, 0.6559139784946236, 0.6559139784946236, 0.6559139784946236, 0.6559139784946236, 0.6559139784946236, 0.6559139784946236, 0.6559139784946236, 0.6559139784946236, 0.6559139784946236, 0.6559139784946236, 0.6559139784946236, 0.6559139784946236, 0.6559139784946236, 0.6559139784946236, 0.6559139784946236, 0.6559139784946236, 0.6559139784946236, 0.6559139784946236, 0.6559139784946236, 0.6559139784946236, 0.6559139784946236, 0.6559139784946236, 0.6559139784946236, 0.6559139784946236, 0.6559139784946236, 0.6559139784946236, 0.6559139784946236, 0.6559139784946236, 0.6559139784946236, 0.6559139784946236, 0.6559139784946236], "test_auc": [0.5445152440238658, 0.5483387361994113, 0.5539684903966307, 0.5767969631950766, 0.6057862186303945, 0.6338023388542134, 0.6379498785742824, 0.654587747768194, 0.6741420550180282, 0.677696668777732, 0.6983979248361679, 0.706148168885843, 0.6854241249081309, 0.706992234739777, 0.7177496427558202, 0.7254602717001806, 0.7104012054600551, 0.7134237982021775, 0.7260115278173661, 0.7240292962847255, 0.7283951602715618, 0.7325436639845188, 0.7367696207460308, 0.7338158773313115, 0.7241004809347354, 0.7172460728806577, 0.7111971807440868, 0.7220902582531606, 0.7249202352114964, 0.7269165527752136, 0.7275898252672736, 0.7276312160301863, 0.7273672617637361, 0.7264670612837563, 0.7275710956715482, 0.728303243944616, 0.7297827172668047, 0.731286096333811, 0.7287264943686486, 0.7287499942811113, 0.7282216799158556, 0.728157195072835, 0.7301653885926344, 0.72977561162746, 0.7285839983165396, 0.7299014343261839, 0.7281341009927274, 0.7290987863157278, 0.7308935782136747, 0.7296275065133385, 0.7307820935457284, 0.7315102831667689, 0.7306431503132919, 0.73162136200236, 0.7296327097429961, 0.7299890132493124, 0.7295626158379628, 0.7308390669170493, 0.7306356388415923, 0.7314382868520486, 0.7316516884739009, 0.7313638284626327, 0.7312384115962637, 0.7307236235970759, 0.7314518132181161, 0.7319666012173042, 0.7324304307395392, 0.7317396732293843, 0.7314382868520486, 0.7319530748512367, 0.7317396732293843, 0.7312248852301962, 0.731526271607532, 0.7317531995954519, 0.7317531995954519, 0.7314653395841836, 0.7302223619639552, 0.730760649875606, 0.7311129947298949, 0.7305982067307067, 0.7311129947298949, 0.7316648090076133, 0.732091612251318, 0.7323050138731704, 0.7320036274958346, 0.7317902258739822, 0.732091612251318, 0.7316138505306603, 0.7316138505306603, 0.7313634226302775, 0.7311500210084253, 0.7311500210084253, 0.731451407385761, 0.731451407385761, 0.731451407385761, 0.7311500210084253, 0.7311500210084253, 0.7318272521525125, 0.7320406537743649, 0.7320406537743649], "test_f1": [0.25333333333333335, 0.25333333333333335, 0.25333333333333335, 0.25333333333333335, 0.25333333333333335, 0.25333333333333335, 0.2800300300300301, 0.2800300300300301, 0.3460687867002212, 0.3770594369134515, 0.3599439775910364, 0.3854332801701223, 0.3707343707343707, 0.3786811201445348, 0.3846529814271749, 0.38153767364445296, 0.3893396439035384, 0.3883919697873186, 0.38153767364445296, 0.38438320209973753, 0.3875, 0.42662858697130424, 0.4255791722896986, 0.42870549120549123, 0.3875, 0.5111648637147529, 0.4894087069525666, 0.4910881801125703, 0.4999724517906336, 0.49529555411908355, 0.5092886911068729, 0.5166428471346505, 0.5166428471346505, 0.5166428471346505, 0.5247863247863248, 0.5166428471346505, 0.5242860120908901, 0.5166428471346505, 0.5092886911068729, 0.5247863247863248, 0.5176729951239755, 0.5176729951239755, 0.5092886911068729, 0.5176729951239755, 0.5176729951239755, 0.5247863247863248, 0.5176729951239755, 0.5176729951239755, 0.5247863247863248, 0.5247863247863248, 0.5247863247863248, 0.5247863247863248, 0.5176729951239755, 0.5176729951239755, 0.5176729951239755, 0.5176729951239755, 0.5176729951239755, 0.5176729951239755, 0.5176729951239755, 0.5176729951239755, 0.5176729951239755, 0.5176729951239755, 0.5176729951239755, 0.5176729951239755, 0.5176729951239755, 0.5176729951239755, 0.5176729951239755, 0.5176729951239755, 0.5176729951239755, 0.5176729951239755, 0.5176729951239755, 0.5176729951239755, 0.5176729951239755, 0.5176729951239755, 0.5176729951239755, 0.5176729951239755, 0.5176729951239755, 0.5176729951239755, 0.5176729951239755, 0.5176729951239755, 0.5176729951239755, 0.5176729951239755, 0.5176729951239755, 0.5176729951239755, 0.5176729951239755, 0.5176729951239755, 0.5176729951239755, 0.5176729951239755, 0.5176729951239755, 0.5176729951239755, 0.5176729951239755, 0.5176729951239755, 0.5176729951239755, 0.5176729951239755, 0.5176729951239755, 0.5176729951239755, 0.5176729951239755, 0.5176729951239755, 0.5176729951239755, 0.5176729951239755]}
\ No newline at end of file
diff --git a/birads/three/saved/swin_t_224_3/fold4/model_acc.pth b/birads/three/saved/swin_t_224_3/fold4/model_acc.pth
new file mode 100644
index 0000000000000000000000000000000000000000..e75a7e5a71bf85780d0fb195055f2768e3dd4690
--- /dev/null
+++ b/birads/three/saved/swin_t_224_3/fold4/model_acc.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a25572f1c9b4b6d824b266417852ca016311cecd620c188d5b82f805d12dfa07
+size 111167179
diff --git a/birads/three/saved/swin_t_224_3/fold4/model_auc.pth b/birads/three/saved/swin_t_224_3/fold4/model_auc.pth
new file mode 100644
index 0000000000000000000000000000000000000000..edde075265adaa09cab6a7230d3c3285ff222c88
--- /dev/null
+++ b/birads/three/saved/swin_t_224_3/fold4/model_auc.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4a60a1a923b3bf9cf24f5e19faf2437de25aa08b2b39994e4bebf3118641ffbe
+size 111167179
diff --git a/birads/three/saved/swin_t_224_3/fold4/model_f1.pth b/birads/three/saved/swin_t_224_3/fold4/model_f1.pth
new file mode 100644
index 0000000000000000000000000000000000000000..0fd1a122747f68c4e76e0c5cd2fc5311a0fbd1a3
--- /dev/null
+++ b/birads/three/saved/swin_t_224_3/fold4/model_f1.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:940f91bbc4484c36ada30eee77cbf1f3ba8adce09664480351a4d0daaf770dcc
+size 111166986
diff --git a/birads/three/saved/swin_t_224_3/fold4/model_loss.pth b/birads/three/saved/swin_t_224_3/fold4/model_loss.pth
new file mode 100644
index 0000000000000000000000000000000000000000..5ff35a23369ee4f13fd127f16e9f63cc136a490f
--- /dev/null
+++ b/birads/three/saved/swin_t_224_3/fold4/model_loss.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e1cb87cc80460651a9a62c3da42f192d0af3932abd588642f4a99184c5fa92ee
+size 111167372
diff --git a/birads/three/saved/swin_t_512_3/fold0/checkpoint.pth b/birads/three/saved/swin_t_512_3/fold0/checkpoint.pth
new file mode 100644
index 0000000000000000000000000000000000000000..8396507731c59641e02f8f52db0e22a8fb1cf1c3
--- /dev/null
+++ b/birads/three/saved/swin_t_512_3/fold0/checkpoint.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:baf5ec20b6264001ca95453a51c2037695c932106fe585f12dad80dbd88a36b6
+size 111167372
diff --git a/birads/three/saved/swin_t_512_3/fold0/log.json b/birads/three/saved/swin_t_512_3/fold0/log.json
new file mode 100644
index 0000000000000000000000000000000000000000..9c039e1ba686d152bfc5f82911c3aa669b4019f5
--- /dev/null
+++ b/birads/three/saved/swin_t_512_3/fold0/log.json
@@ -0,0 +1 @@
+{"train_loss": [1.0346254309018452, 0.9470870792865753, 0.9164954076210657, 0.9106840838988622, 0.8988724400599798, 0.8984325627485911, 0.8770106534163157, 0.8685780167579651, 0.8496860613425573, 0.8356467833121618, 0.8165066540241241, 0.813333198428154, 0.7879587858915329, 0.7592339714368185, 0.7450934847195944, 0.7122787435849508, 0.6985161403814951, 0.6512331714232763, 0.6429750025272369, 0.6254711175958315, 0.5880355884631475, 0.5523388534784317, 0.5469869946440061, 0.5450707301497459, 0.5436947320898374, 0.5408365999658903, 0.48943550139665604, 0.47614605476458866, 0.4597868298490842, 0.43693047265211743, 0.41668929656346637, 0.4440573851267497, 0.4008603257437547, 0.40957675129175186, 0.39483118802309036, 0.3986455587049325, 0.3820805909732978, 0.39746736238400143, 0.4042843207716942, 0.3973284165064494, 0.40239109471440315, 0.3898222967982292, 0.389691690603892, 0.3974312022328377, 0.3701385408639908, 0.4183001791437467, 0.39410774037241936, 0.3825332125027974, 0.37007420261700946, 0.3632915938893954, 0.3810659609735012, 0.3718000625570615, 0.39651328201095265, 0.3716951174040635, 0.35578881452480954, 0.3892085875074069, 0.3713390914102395, 0.3665715741614501, 0.36198722446958226, 0.3854811129470666, 0.37319328760107356, 0.361255019903183, 0.37760820239782333, 0.34762626389662427, 0.3690033132831256, 0.3860142429669698, 0.3637741145988305, 0.3451135146121184, 0.3553238647679488, 0.39427101612091064, 0.3629845790565014, 0.38768326739470166, 0.35604271789391834, 0.33617528652151424, 0.3635280753175418, 0.39214093486468, 0.3488704313834508, 0.34871911630034447, 0.3557376538713773, 0.38692881166934967, 0.357498566309611, 0.34690115849177044, 0.37912872682015103, 0.36085411409537, 0.3570796313385169, 0.3456672926743825, 0.3660753170649211, 0.3742266856133938, 0.35312704369425774, 0.3537585859497388, 0.3331508698562781, 0.35933780173460644, 0.3495071555177371, 0.3700413480401039, 0.3596596047282219, 0.33833343038956326, 0.3290768638253212, 0.36557453125715256, 0.34739066287875175, 0.3403389975428581], "train_acc": [0.5641711229946524, 0.6149732620320856, 0.6149732620320856, 0.6149732620320856, 0.6122994652406417, 0.6149732620320856, 0.6149732620320856, 0.6176470588235294, 0.6149732620320856, 0.6149732620320856, 0.6149732620320856, 0.6470588235294118, 0.6844919786096256, 0.6657754010695187, 0.6737967914438503, 0.7192513368983957, 0.7112299465240641, 0.7299465240641712, 0.7352941176470589, 0.7486631016042781, 0.7700534759358288, 0.7727272727272727, 0.7807486631016043, 0.786096256684492, 0.7754010695187166, 0.7754010695187166, 0.8235294117647058, 0.8315508021390374, 0.8181818181818182, 0.8288770053475936, 0.8502673796791443, 0.8315508021390374, 0.8422459893048129, 0.8449197860962567, 0.8422459893048129, 0.8663101604278075, 0.8556149732620321, 0.8422459893048129, 0.8422459893048129, 0.8475935828877005, 0.8582887700534759, 0.8475935828877005, 0.8288770053475936, 0.8663101604278075, 0.8689839572192514, 0.8449197860962567, 0.8556149732620321, 0.8663101604278075, 0.8529411764705882, 0.8636363636363636, 0.8529411764705882, 0.8743315508021391, 0.8368983957219251, 0.8556149732620321, 0.8743315508021391, 0.839572192513369, 0.8636363636363636, 0.8636363636363636, 0.8689839572192514, 0.8636363636363636, 0.8663101604278075, 0.8716577540106952, 0.8609625668449198, 0.8770053475935828, 0.8582887700534759, 0.8636363636363636, 0.8716577540106952, 0.8716577540106952, 0.8663101604278075, 0.8556149732620321, 0.8770053475935828, 0.8475935828877005, 0.8796791443850267, 0.8716577540106952, 0.8716577540106952, 0.8529411764705882, 0.8743315508021391, 0.8743315508021391, 0.8716577540106952, 0.8556149732620321, 0.8636363636363636, 0.8582887700534759, 0.8770053475935828, 0.8582887700534759, 0.8475935828877005, 0.8529411764705882, 0.8823529411764706, 0.8663101604278075, 0.8850267379679144, 0.8743315508021391, 0.8716577540106952, 0.8636363636363636, 0.8716577540106952, 0.8582887700534759, 0.8770053475935828, 0.8957219251336899, 0.8850267379679144, 0.8636363636363636, 0.8796791443850267, 0.8716577540106952], "test_loss": [0.9673420786857605, 0.9231039683024088, 0.9206132690111796, 0.9124841094017029, 0.9060994386672974, 0.89924156665802, 0.9070341388384501, 0.8845064043998718, 0.9008798003196716, 0.870487242937088, 0.8631318211555481, 0.9172113239765167, 0.9307831625143687, 0.8641010125478109, 0.8376442591349283, 0.9141162832578024, 0.9957808156808218, 0.8595244288444519, 0.8090617259343466, 0.8310282429059347, 0.8383203744888306, 0.891849140326182, 1.2491710186004639, 1.09818700949351, 1.0865145723025005, 1.1344088713328044, 0.916678229967753, 0.9004795451958975, 0.8502600888411204, 0.8729264338811239, 0.9657232364018759, 0.9861764709154764, 0.9303632080554962, 0.9585753083229065, 0.9857156674067179, 0.9546701908111572, 0.9800876379013062, 1.0060552755991619, 0.9471094608306885, 0.9948345323403677, 0.9658920566240946, 0.9775567650794983, 1.0010924935340881, 0.9692264000574747, 1.0096334318319957, 1.0147221088409424, 1.0100399255752563, 0.9664080142974854, 0.9867790242036184, 1.0300228198369343, 0.9986222386360168, 0.9868387778600057, 0.9926435748736063, 1.0325260361035664, 0.9993343949317932, 0.9978751142819723, 1.0177318056424458, 0.9932053287823995, 1.061222493648529, 0.9966930945714315, 0.9986691077550253, 0.995411733786265, 0.9965544243653616, 1.0014387865861256, 1.0069196025530498, 1.0139646728833516, 1.0162519713242848, 1.015775630871455, 1.0193664232889812, 1.0166322191556294, 1.0143487751483917, 1.0141777992248535, 1.0134616494178772, 1.0109344224135082, 1.014863113562266, 1.0151092608769734, 1.011501133441925, 1.013323426246643, 1.0131114820639293, 1.015878587961197, 1.0193181137243907, 1.0231074889500935, 1.0252673427263896, 1.0238283375898998, 1.0213389694690704, 1.0189162691434224, 1.0166229208310444, 1.0153464277585347, 1.0130212505658467, 1.0167157451311748, 1.0166892906030018, 1.0164713362852733, 1.0164817372957866, 1.0165523290634155, 1.0168696244557698, 1.0171013871828716, 1.01742951075236, 1.0172186692555745, 1.0174217025438945, 1.0176210403442383], "test_acc": [0.6170212765957447, 0.6170212765957447, 0.6170212765957447, 0.6170212765957447, 0.6170212765957447, 0.6170212765957447, 0.6170212765957447, 0.6170212765957447, 0.6170212765957447, 0.6170212765957447, 0.6276595744680851, 0.6276595744680851, 0.6276595744680851, 0.6382978723404256, 0.6808510638297872, 0.6595744680851063, 0.6382978723404256, 0.7021276595744681, 0.6914893617021277, 0.723404255319149, 0.7127659574468085, 0.7340425531914894, 0.6808510638297872, 0.6808510638297872, 0.6914893617021277, 0.6808510638297872, 0.7446808510638298, 0.7553191489361702, 0.7340425531914894, 0.723404255319149, 0.7553191489361702, 0.7553191489361702, 0.7446808510638298, 0.7446808510638298, 0.7446808510638298, 0.7340425531914894, 0.7446808510638298, 0.7553191489361702, 0.7340425531914894, 0.7446808510638298, 0.7340425531914894, 0.7446808510638298, 0.7446808510638298, 0.7446808510638298, 0.7446808510638298, 0.7446808510638298, 0.7553191489361702, 0.7340425531914894, 0.723404255319149, 0.7446808510638298, 0.7340425531914894, 0.7340425531914894, 0.7340425531914894, 0.7553191489361702, 0.7340425531914894, 0.7446808510638298, 0.7340425531914894, 0.723404255319149, 0.7446808510638298, 0.7340425531914894, 0.7340425531914894, 0.7340425531914894, 0.7340425531914894, 0.7340425531914894, 0.723404255319149, 0.7340425531914894, 0.7340425531914894, 0.7340425531914894, 0.7340425531914894, 0.7340425531914894, 0.7340425531914894, 0.7340425531914894, 0.7340425531914894, 0.723404255319149, 0.7340425531914894, 0.7340425531914894, 0.723404255319149, 0.7340425531914894, 0.7340425531914894, 0.7340425531914894, 0.7340425531914894, 0.7340425531914894, 0.7340425531914894, 0.7340425531914894, 0.7340425531914894, 0.7340425531914894, 0.7340425531914894, 0.7340425531914894, 0.7340425531914894, 0.7340425531914894, 0.7340425531914894, 0.7340425531914894, 0.7340425531914894, 0.7340425531914894, 0.7340425531914894, 0.7340425531914894, 0.7340425531914894, 0.7340425531914894, 0.7340425531914894, 0.7340425531914894], "test_auc": [0.5680908012804564, 0.6120083221376326, 0.6350993514786618, 0.669647418354315, 0.6710284287870495, 0.6782044583768722, 0.6691177995057306, 0.6834853046059942, 0.6805538969332073, 0.7114451161864954, 0.6993258736793219, 0.6822155255344912, 0.6997562861787, 0.7020970169677065, 0.7006539118608085, 0.717626698014629, 0.7184259466587052, 0.7095258828017448, 0.7218996201754821, 0.7333438033869069, 0.7272045164286545, 0.7441638262758952, 0.7345011071304176, 0.7432303328855053, 0.7548405856595511, 0.76577764508799, 0.7425173326035396, 0.7308797125607471, 0.7607301462904911, 0.7554770819857026, 0.7550057222471015, 0.7544612794612795, 0.7497654086016156, 0.75022992652303, 0.7492793285896734, 0.745127278532451, 0.7473778217312699, 0.7466376615083511, 0.7484072042261697, 0.747428617040686, 0.7499827917931366, 0.7506069521155728, 0.7513110373024166, 0.7532846942329702, 0.7530745675142226, 0.7518260395415567, 0.751368778092916, 0.7515716483388898, 0.7511724386724387, 0.7495908385994592, 0.7500913278930521, 0.749742913536017, 0.7486396186827222, 0.752095047353668, 0.7541411653480617, 0.75512089283641, 0.7532779560796802, 0.751658829676071, 0.7516591406677614, 0.7501490686835514, 0.7496046258977294, 0.750178198238543, 0.7496992710354778, 0.7494666492511319, 0.7493725224328672, 0.7509330787348029, 0.749793708845433, 0.7505993846511089, 0.7507590270521304, 0.7509694647625681, 0.7511435164452406, 0.7508458973976215, 0.7508458973976215, 0.7500910169013616, 0.7508458973976215, 0.7506354596871838, 0.7503886359489808, 0.7507734363337811, 0.7506354596871838, 0.7509330787348029, 0.751230697782422, 0.751477521520625, 0.7514050604567846, 0.7513178791196031, 0.7521235549252792, 0.7519855782786817, 0.7519200626959247, 0.7519200626959247, 0.7513248246006866, 0.7516224436483058, 0.7516224436483058, 0.7516224436483058, 0.7516224436483058, 0.7516224436483058, 0.7516224436483058, 0.7516224436483058, 0.7516224436483058, 0.7516224436483058, 0.7516224436483058, 0.7516224436483058], "test_f1": [0.2543859649122807, 0.2543859649122807, 0.2543859649122807, 0.2543859649122807, 0.2543859649122807, 0.2543859649122807, 0.2543859649122807, 0.2543859649122807, 0.2543859649122807, 0.2560706401766005, 0.28555555555555556, 0.28555555555555556, 0.28555555555555556, 0.4180645161290322, 0.4018518518518519, 0.36180398085159987, 0.31284116331096196, 0.47039627039627036, 0.49955167817763235, 0.5024531024531025, 0.48130921619293715, 0.5255204109218709, 0.4301587301587302, 0.4301587301587302, 0.45089399744572156, 0.4301587301587302, 0.541812865497076, 0.5590538660306102, 0.5357549857549858, 0.5308241534067727, 0.5439891164210743, 0.5439891164210743, 0.5354421407052986, 0.5354562877782691, 0.5354562877782691, 0.5271525195189317, 0.5354562877782691, 0.5439891164210743, 0.5271525195189317, 0.5354562877782691, 0.5271525195189317, 0.5354562877782691, 0.529297954671089, 0.5354421407052986, 0.529297954671089, 0.529297954671089, 0.5439891164210743, 0.5271525195189317, 0.5128477760056708, 0.529297954671089, 0.5271721742309978, 0.5271721742309978, 0.5271721742309978, 0.5439891164210743, 0.5271721742309978, 0.5354562877782691, 0.5209495209495209, 0.5128477760056708, 0.529297954671089, 0.5271721742309978, 0.5271721742309978, 0.5271721742309978, 0.5271721742309978, 0.5271721742309978, 0.5128477760056708, 0.5209495209495209, 0.5209495209495209, 0.5209495209495209, 0.5209495209495209, 0.5209495209495209, 0.5209495209495209, 0.5209495209495209, 0.5209495209495209, 0.5128477760056708, 0.5209495209495209, 0.5209495209495209, 0.5128477760056708, 0.5209495209495209, 0.5209495209495209, 0.5209495209495209, 0.5209495209495209, 0.5209495209495209, 0.5209495209495209, 0.5209495209495209, 0.5209495209495209, 0.5209495209495209, 0.5209495209495209, 0.5209495209495209, 0.5209495209495209, 0.5209495209495209, 0.5209495209495209, 0.5209495209495209, 0.5209495209495209, 0.5209495209495209, 0.5209495209495209, 0.5209495209495209, 0.5209495209495209, 0.5209495209495209, 0.5209495209495209, 0.5209495209495209]}
\ No newline at end of file
diff --git a/birads/three/saved/swin_t_512_3/fold0/model_acc.pth b/birads/three/saved/swin_t_512_3/fold0/model_acc.pth
new file mode 100644
index 0000000000000000000000000000000000000000..0327fe36c3937c523e073ab7381aced97801583c
--- /dev/null
+++ b/birads/three/saved/swin_t_512_3/fold0/model_acc.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8a1160bfb1219bd0ec15ae1c3afffb742018d4ac157c1e427c9cc33d03588d2e
+size 111167179
diff --git a/birads/three/saved/swin_t_512_3/fold0/model_auc.pth b/birads/three/saved/swin_t_512_3/fold0/model_auc.pth
new file mode 100644
index 0000000000000000000000000000000000000000..ade2776aaeaca669c4b85a4ad886b4876d94c8e6
--- /dev/null
+++ b/birads/three/saved/swin_t_512_3/fold0/model_auc.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e435c62feee446aaaa85dd76ede171f118d0847ced480a59b14d4fd5a9a6b2db
+size 111167179
diff --git a/birads/three/saved/swin_t_512_3/fold0/model_f1.pth b/birads/three/saved/swin_t_512_3/fold0/model_f1.pth
new file mode 100644
index 0000000000000000000000000000000000000000..4befffc463c05fbcedcd4174bf62b86b7118af87
--- /dev/null
+++ b/birads/three/saved/swin_t_512_3/fold0/model_f1.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:324ab62f8d79af81343fc64dafbec5d9e55b1a0bb79f9de93b88671c9addfc3c
+size 111166986
diff --git a/birads/three/saved/swin_t_512_3/fold0/model_loss.pth b/birads/three/saved/swin_t_512_3/fold0/model_loss.pth
new file mode 100644
index 0000000000000000000000000000000000000000..3d0d69c3eb862298e4c53444614bcf30518b8a8b
--- /dev/null
+++ b/birads/three/saved/swin_t_512_3/fold0/model_loss.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f9840d9036453def5949de278e9f5f1277a1414f898a4f3d2416d36986e0ee08
+size 111167372
diff --git a/birads/three/saved/swin_t_512_3/fold1/checkpoint.pth b/birads/three/saved/swin_t_512_3/fold1/checkpoint.pth
new file mode 100644
index 0000000000000000000000000000000000000000..c6b0e23c8ed3c144008587717c7a09dd94b9b507
--- /dev/null
+++ b/birads/three/saved/swin_t_512_3/fold1/checkpoint.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a8a04533dc6a002d6f979ce537a741be1be3c8189ce6ba04863e02553887f3a8
+size 111167372
diff --git a/birads/three/saved/swin_t_512_3/fold1/log.json b/birads/three/saved/swin_t_512_3/fold1/log.json
new file mode 100644
index 0000000000000000000000000000000000000000..6c33cd9c8f80538be933cb1f965513c04c31bdd1
--- /dev/null
+++ b/birads/three/saved/swin_t_512_3/fold1/log.json
@@ -0,0 +1 @@
+{"train_loss": [1.0319180488586426, 0.9469728916883469, 0.9198137074708939, 0.9054044783115387, 0.8957637250423431, 0.8929301301638285, 0.8745499749978384, 0.8687694072723389, 0.8464739272991816, 0.820080945889155, 0.8323326160510381, 0.8018676489591599, 0.7970442722241083, 0.7531916598478953, 0.730994721253713, 0.7266610066095988, 0.7274957448244095, 0.6915611326694489, 0.657544751962026, 0.638602058092753, 0.6347816661000252, 0.6041316390037537, 0.5801091293493906, 0.5612208421031634, 0.5559065540631613, 0.5774209896723429, 0.5183204859495163, 0.4940754013756911, 0.5153213565548261, 0.4861016646027565, 0.45758288353681564, 0.4620780075589816, 0.4421030730009079, 0.46595295270284015, 0.4477996304631233, 0.4415373280644417, 0.44152328620354336, 0.4377298727631569, 0.4487178524335225, 0.4197194029887517, 0.4313613176345825, 0.4462863380710284, 0.42699256787697476, 0.43753895660241443, 0.4125342518091202, 0.43406366060177487, 0.43465524166822433, 0.4365638419985771, 0.4111984595656395, 0.4157095265885194, 0.4288901413480441, 0.394356166323026, 0.4181429197390874, 0.40043167521556217, 0.38561441500981647, 0.41308606664339703, 0.42839472740888596, 0.3977774555484454, 0.4004964679479599, 0.4026249249776204, 0.4006160795688629, 0.3998168197770913, 0.42887478321790695, 0.4018462846676509, 0.39987732470035553, 0.4076515883207321, 0.40441204110781354, 0.3837018385529518, 0.38208295156558353, 0.4110648309191068, 0.38573991879820824, 0.39494481434424716, 0.39847274621327716, 0.3788961134850979, 0.39886479328076047, 0.40545344601074856, 0.38614272077878314, 0.3806012198328972, 0.3854598527153333, 0.4167633925875028, 0.38650141035517055, 0.3817095036307971, 0.41537292798360187, 0.398636631667614, 0.4118472809592883, 0.3977246011296908, 0.40056125322977704, 0.39878931393225986, 0.397594690322876, 0.3938015227516492, 0.363470695912838, 0.38014190395673114, 0.3949900542696317, 0.3952663590510686, 0.40180982152620953, 0.4024804358681043, 0.3774842992424965, 0.395859236518542, 0.39744236941138905, 0.38313203553358716], "train_acc": [0.56951871657754, 0.6149732620320856, 0.6149732620320856, 0.6149732620320856, 0.6149732620320856, 0.6149732620320856, 0.6149732620320856, 0.6176470588235294, 0.6176470588235294, 0.6256684491978609, 0.6336898395721925, 0.6711229946524064, 0.6631016042780749, 0.6898395721925134, 0.6951871657754011, 0.6978609625668449, 0.6844919786096256, 0.7299465240641712, 0.732620320855615, 0.7513368983957219, 0.7620320855614974, 0.7700534759358288, 0.7647058823529411, 0.7647058823529411, 0.7834224598930482, 0.7754010695187166, 0.786096256684492, 0.8128342245989305, 0.8021390374331551, 0.8101604278074866, 0.8315508021390374, 0.8155080213903744, 0.8288770053475936, 0.8128342245989305, 0.820855614973262, 0.8315508021390374, 0.8235294117647058, 0.820855614973262, 0.8101604278074866, 0.8368983957219251, 0.8262032085561497, 0.8101604278074866, 0.8288770053475936, 0.8128342245989305, 0.8262032085561497, 0.8315508021390374, 0.820855614973262, 0.8155080213903744, 0.8368983957219251, 0.8288770053475936, 0.8422459893048129, 0.8502673796791443, 0.8155080213903744, 0.8368983957219251, 0.8475935828877005, 0.8262032085561497, 0.8181818181818182, 0.8449197860962567, 0.8449197860962567, 0.8368983957219251, 0.8235294117647058, 0.839572192513369, 0.820855614973262, 0.8502673796791443, 0.8342245989304813, 0.8315508021390374, 0.8502673796791443, 0.8368983957219251, 0.8449197860962567, 0.8315508021390374, 0.8368983957219251, 0.8475935828877005, 0.8368983957219251, 0.8315508021390374, 0.8449197860962567, 0.8502673796791443, 0.8529411764705882, 0.8502673796791443, 0.839572192513369, 0.8342245989304813, 0.8342245989304813, 0.8475935828877005, 0.8422459893048129, 0.8288770053475936, 0.820855614973262, 0.8342245989304813, 0.8475935828877005, 0.8475935828877005, 0.8449197860962567, 0.8368983957219251, 0.8529411764705882, 0.839572192513369, 0.8609625668449198, 0.8422459893048129, 0.8262032085561497, 0.8315508021390374, 0.8475935828877005, 0.8502673796791443, 0.8422459893048129, 0.8449197860962567], "test_loss": [0.9702532092730204, 0.9233331680297852, 0.9215929905573527, 0.9123374025026957, 0.906917134920756, 0.8945146401723226, 0.8915961186091105, 0.8789336582024893, 0.8755478262901306, 0.8676103353500366, 0.8636362552642822, 0.8535797198613485, 0.846672922372818, 0.7964333196481069, 0.80015529692173, 0.8663631578286489, 0.7977453917264938, 0.8036452382802963, 0.7074312965075175, 0.6911212603251139, 0.7139995098114014, 0.7132786711057028, 0.80980517466863, 0.6809865931669871, 0.7787299876411756, 0.8187050943573316, 0.7019478927055994, 0.6543280680974325, 0.6873620947202047, 0.6357197761535645, 0.6651637802521387, 0.6416520675023397, 0.6443173686663309, 0.6545904477437338, 0.6476944933334986, 0.6497414062420527, 0.6637899577617645, 0.6656793753306071, 0.6583986431360245, 0.6616061627864838, 0.6612944056590399, 0.6615361571311951, 0.6643939216931661, 0.6718107561270396, 0.6776890059312185, 0.6791975249846777, 0.67682945728302, 0.6744667241970698, 0.6812401860952377, 0.6776663362979889, 0.6777652303377787, 0.6762931495904922, 0.6816834509372711, 0.6813721532622973, 0.685624323785305, 0.6814671109120051, 0.6856062114238739, 0.6799465318520864, 0.6855425735314687, 0.6870876053969065, 0.6875627438227335, 0.6875933210055033, 0.6869591822226843, 0.6868022382259369, 0.686872328321139, 0.6869349082310995, 0.6868699292341868, 0.686967134475708, 0.6872818171977997, 0.6874897579352061, 0.687587762872378, 0.6876692275206248, 0.6873294661442438, 0.6868870953718821, 0.686950276295344, 0.6874835888544718, 0.6878756831089655, 0.6879461805025736, 0.6880827248096466, 0.6885850181182226, 0.6881591528654099, 0.6883057455221812, 0.6883202741543452, 0.687791128953298, 0.6873339911301931, 0.6869914432366689, 0.6868135730425516, 0.6870373487472534, 0.6870353917280833, 0.6877184410889944, 0.6877728899319967, 0.6878042121728262, 0.6878270010153452, 0.6878388871749243, 0.6878200173377991, 0.6877970993518829, 0.6878477185964584, 0.6878467698891958, 0.6877949436505636, 0.6877462764581045], "test_acc": [0.6170212765957447, 0.6170212765957447, 0.6170212765957447, 0.6170212765957447, 0.6170212765957447, 0.6170212765957447, 0.6170212765957447, 0.6170212765957447, 0.6170212765957447, 0.6276595744680851, 0.6276595744680851, 0.6382978723404256, 0.6382978723404256, 0.6170212765957447, 0.648936170212766, 0.6382978723404256, 0.6382978723404256, 0.6382978723404256, 0.6808510638297872, 0.7021276595744681, 0.7021276595744681, 0.723404255319149, 0.6595744680851063, 0.723404255319149, 0.6914893617021277, 0.6914893617021277, 0.723404255319149, 0.7340425531914894, 0.7446808510638298, 0.7553191489361702, 0.7127659574468085, 0.7553191489361702, 0.7659574468085106, 0.723404255319149, 0.7553191489361702, 0.7446808510638298, 0.723404255319149, 0.7127659574468085, 0.7446808510638298, 0.7340425531914894, 0.7446808510638298, 0.7659574468085106, 0.7446808510638298, 0.7446808510638298, 0.723404255319149, 0.723404255319149, 0.7446808510638298, 0.7340425531914894, 0.7340425531914894, 0.723404255319149, 0.7446808510638298, 0.7127659574468085, 0.7659574468085106, 0.723404255319149, 0.7340425531914894, 0.7340425531914894, 0.7340425531914894, 0.7340425531914894, 0.7127659574468085, 0.7340425531914894, 0.7340425531914894, 0.7340425531914894, 0.723404255319149, 0.7021276595744681, 0.7021276595744681, 0.7021276595744681, 0.7127659574468085, 0.7127659574468085, 0.7127659574468085, 0.7021276595744681, 0.7021276595744681, 0.7127659574468085, 0.7127659574468085, 0.7340425531914894, 0.7127659574468085, 0.7127659574468085, 0.7127659574468085, 0.7127659574468085, 0.7127659574468085, 0.7021276595744681, 0.7021276595744681, 0.7021276595744681, 0.7021276595744681, 0.7021276595744681, 0.7021276595744681, 0.7127659574468085, 0.7127659574468085, 0.7127659574468085, 0.723404255319149, 0.7021276595744681, 0.7021276595744681, 0.7021276595744681, 0.7021276595744681, 0.7021276595744681, 0.7021276595744681, 0.7021276595744681, 0.7021276595744681, 0.7021276595744681, 0.7021276595744681, 0.7021276595744681], "test_auc": [0.5823810767776285, 0.608522416281037, 0.6322123119536912, 0.6443333167471098, 0.6586794670846395, 0.6646263538504918, 0.667179802955665, 0.673754685608134, 0.6741244547279029, 0.6726715015508119, 0.6831506775472292, 0.7021036514570999, 0.7272936673798743, 0.747491852017714, 0.7609229611384785, 0.7698116219667943, 0.7997395962913204, 0.7975344578792855, 0.8111936275729379, 0.8156271251098838, 0.8033400507538438, 0.8102387794198139, 0.8210183733890629, 0.8216850359091739, 0.8241753537012159, 0.8229342895291172, 0.8353071975916803, 0.8266840200029856, 0.8170865054485743, 0.8288447902672041, 0.8350451352606525, 0.8318212917350848, 0.829019982252741, 0.8324317684231478, 0.8272781177953591, 0.8255943051201671, 0.8303562098820719, 0.830704624239107, 0.8247449868139523, 0.8280768481199515, 0.8277575633179081, 0.8264291104808347, 0.822973992801579, 0.8188658962365859, 0.8234320835613939, 0.8238529589822693, 0.8170224411603723, 0.8199839113632218, 0.8242810908759184, 0.822314068434758, 0.8181254250219768, 0.8211960533081223, 0.8167461768754872, 0.8225756124463022, 0.8233812882519779, 0.8178206531654807, 0.8223648637441742, 0.81951192964124, 0.8218060116767013, 0.819577445223997, 0.819679035842829, 0.819679035842829, 0.8189097460649184, 0.8192945464497189, 0.8192945464497189, 0.8191349040486973, 0.8191349040486973, 0.8191349040486973, 0.8191349040486973, 0.8192945464497189, 0.8191349040486973, 0.8191349040486973, 0.8191349040486973, 0.8188008989733128, 0.8186629223267156, 0.8185032799256938, 0.8185032799256938, 0.8190985180209318, 0.818590461262875, 0.819838989235541, 0.82013660828316, 0.82013660828316, 0.82013660828316, 0.8193817277869003, 0.8189461320926839, 0.8186121270172994, 0.8187717694183211, 0.8185613317078836, 0.8188589507555024, 0.819243751140303, 0.819243751140303, 0.819243751140303, 0.8195413701879218, 0.819243751140303, 0.8189461320926839, 0.8189461320926839, 0.8189461320926839, 0.8189461320926839, 0.8187864896916621, 0.8187864896916621], "test_f1": [0.2543859649122807, 0.2543859649122807, 0.2543859649122807, 0.2543859649122807, 0.2543859649122807, 0.2543859649122807, 0.2543859649122807, 0.2543859649122807, 0.2560706401766005, 0.2861744966442953, 0.35213675213675216, 0.31242126480221716, 0.31242126480221716, 0.3578643578643579, 0.33480046948356806, 0.31242126480221716, 0.31242126480221716, 0.31245923026744943, 0.4453551912568306, 0.4648493543758967, 0.4740514387573211, 0.4967358189467576, 0.3574074074074074, 0.4731110738817222, 0.4115107913669065, 0.41344537815126053, 0.4624819624819625, 0.4887613582018173, 0.5478451563691838, 0.545916818457802, 0.4577221228384019, 0.5407809036658141, 0.5510752688172044, 0.46718346253229975, 0.5438512803495382, 0.5367486338797814, 0.46718346253229975, 0.46037137681159424, 0.5428104575163398, 0.5193971631205674, 0.531810035842294, 0.5555464480874317, 0.5428104575163398, 0.5428104575163398, 0.5065850011502185, 0.5065850011502185, 0.5428104575163398, 0.5312267055582564, 0.5134076990376203, 0.5065850011502185, 0.5428104575163398, 0.5086970727863308, 0.5650005285132921, 0.5065850011502185, 0.5134076990376203, 0.5312267055582564, 0.5149971226858675, 0.5331296889738448, 0.5028148148148147, 0.5331296889738448, 0.5331296889738448, 0.5331296889738448, 0.5210989678202793, 0.49589631707443765, 0.49589631707443765, 0.49589631707443765, 0.5086970727863308, 0.5086970727863308, 0.5086970727863308, 0.49589631707443765, 0.49589631707443765, 0.5086970727863308, 0.5086970727863308, 0.5331296889738448, 0.5086970727863308, 0.5086970727863308, 0.5086970727863308, 0.5086970727863308, 0.5086970727863308, 0.49589631707443765, 0.49589631707443765, 0.49589631707443765, 0.49589631707443765, 0.49589631707443765, 0.49589631707443765, 0.5086970727863308, 0.5086970727863308, 0.5086970727863308, 0.5210989678202793, 0.49589631707443765, 0.49589631707443765, 0.49589631707443765, 0.49589631707443765, 0.49589631707443765, 0.49589631707443765, 0.49589631707443765, 0.49589631707443765, 0.49589631707443765, 0.49589631707443765, 0.49589631707443765]}
\ No newline at end of file
diff --git a/birads/three/saved/swin_t_512_3/fold1/model_acc.pth b/birads/three/saved/swin_t_512_3/fold1/model_acc.pth
new file mode 100644
index 0000000000000000000000000000000000000000..816a9676571ec324877b255e3e443be0d3a35877
--- /dev/null
+++ b/birads/three/saved/swin_t_512_3/fold1/model_acc.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:861e6cef6652f47b86a1d80be714d0961a19c9b6d031725a89c111a177f286cb
+size 111167179
diff --git a/birads/three/saved/swin_t_512_3/fold1/model_auc.pth b/birads/three/saved/swin_t_512_3/fold1/model_auc.pth
new file mode 100644
index 0000000000000000000000000000000000000000..5a5d4c116cddef7014c356da10b687320352f4c4
--- /dev/null
+++ b/birads/three/saved/swin_t_512_3/fold1/model_auc.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b36bebadb08774457beb2cde1e1675e024fbcca6e38a89d22d7a41880e0faf39
+size 111167179
diff --git a/birads/three/saved/swin_t_512_3/fold1/model_f1.pth b/birads/three/saved/swin_t_512_3/fold1/model_f1.pth
new file mode 100644
index 0000000000000000000000000000000000000000..8c630b24fb8f7b449c5abdd082cd07c194020507
--- /dev/null
+++ b/birads/three/saved/swin_t_512_3/fold1/model_f1.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:26311b83432cf08f9bb443a305d5d1a5cae3ce885d7cfff4b63e9d1b23cc8585
+size 111166986
diff --git a/birads/three/saved/swin_t_512_3/fold1/model_loss.pth b/birads/three/saved/swin_t_512_3/fold1/model_loss.pth
new file mode 100644
index 0000000000000000000000000000000000000000..b2d37cc6f7a45cb5b62671554fa22411abf17555
--- /dev/null
+++ b/birads/three/saved/swin_t_512_3/fold1/model_loss.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4600a38753f68a42c3ab4f2b6c71797d22c1762238c077b4e89278213a674ec3
+size 111167372
diff --git a/birads/three/saved/swin_t_512_3/fold2/checkpoint.pth b/birads/three/saved/swin_t_512_3/fold2/checkpoint.pth
new file mode 100644
index 0000000000000000000000000000000000000000..ec1abd86fb794d74de383635ab03e9ea4ac8798f
--- /dev/null
+++ b/birads/three/saved/swin_t_512_3/fold2/checkpoint.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:49613085efa1331aad3380674203a406de6328698a0270b8a964bbd728d0c8f6
+size 111167372
diff --git a/birads/three/saved/swin_t_512_3/fold2/log.json b/birads/three/saved/swin_t_512_3/fold2/log.json
new file mode 100644
index 0000000000000000000000000000000000000000..52a067570cae6eaa892d7af981eb5e36d2819a5c
--- /dev/null
+++ b/birads/three/saved/swin_t_512_3/fold2/log.json
@@ -0,0 +1 @@
+{"train_loss": [1.0343458304802577, 0.9535659849643707, 0.9259023219347, 0.9193625946839651, 0.9095786909262339, 0.90448726216952, 0.8883416205644608, 0.8893641978502274, 0.8780716260274252, 0.8558747321367264, 0.8698459267616272, 0.8543177197376887, 0.8496319949626923, 0.8160754243532816, 0.7905451655387878, 0.7577772587537766, 0.7354609171549479, 0.7014705489079157, 0.7021474490563074, 0.6574155042568842, 0.6645260353883108, 0.6273413971066475, 0.5930415590604147, 0.572758786380291, 0.591850702961286, 0.633429172138373, 0.5626729552944502, 0.5136508742968241, 0.5166408096750578, 0.5011550858616829, 0.46541640410820645, 0.4689958691596985, 0.44992512216170627, 0.46619436144828796, 0.46436622738838196, 0.4627974182367325, 0.4427464008331299, 0.44917672624190647, 0.45650792866945267, 0.44769548376401264, 0.43944266190131503, 0.4410795917113622, 0.44085564836859703, 0.44993577649195987, 0.4328897272547086, 0.45892179757356644, 0.43562569717566174, 0.43591441214084625, 0.4296296611428261, 0.424758717417717, 0.4149865259726842, 0.42590901007254917, 0.4261568623284499, 0.4190500924984614, 0.4077995444337527, 0.3963259582718213, 0.41188250730435055, 0.4053252413868904, 0.39804992576440174, 0.4141656706730525, 0.4034711867570877, 0.395702987909317, 0.4153639276822408, 0.40580493956804276, 0.405035138130188, 0.4128325084845225, 0.4033201535542806, 0.4017597436904907, 0.379572572807471, 0.4371124530831973, 0.39599207788705826, 0.4074435407916705, 0.38134417682886124, 0.387732919305563, 0.39578161636988324, 0.42736154794692993, 0.3969082832336426, 0.3958702174325784, 0.3914279726644357, 0.40508704880873364, 0.38979889700810116, 0.3878626823425293, 0.40861737728118896, 0.4199138383070628, 0.4060112213095029, 0.4079017813007037, 0.395526426533858, 0.4055032283067703, 0.4011793831984202, 0.3854477678736051, 0.37874745825926465, 0.3895455909272035, 0.3903500239054362, 0.4048796072602272, 0.409183790286382, 0.4052109743158023, 0.4011101971069972, 0.41300277908643085, 0.41352026412884396, 0.4056175301472346], "train_acc": [0.5641711229946524, 0.6149732620320856, 0.6149732620320856, 0.6149732620320856, 0.6149732620320856, 0.6122994652406417, 0.6149732620320856, 0.6149732620320856, 0.6149732620320856, 0.6122994652406417, 0.6229946524064172, 0.6363636363636364, 0.6176470588235294, 0.6443850267379679, 0.660427807486631, 0.6871657754010695, 0.6844919786096256, 0.7112299465240641, 0.7192513368983957, 0.7459893048128342, 0.7459893048128342, 0.7379679144385026, 0.7727272727272727, 0.7727272727272727, 0.7593582887700535, 0.7647058823529411, 0.7780748663101604, 0.7994652406417112, 0.7887700534759359, 0.8155080213903744, 0.8155080213903744, 0.8235294117647058, 0.8288770053475936, 0.8235294117647058, 0.8315508021390374, 0.8128342245989305, 0.8235294117647058, 0.820855614973262, 0.8288770053475936, 0.8155080213903744, 0.8181818181818182, 0.8315508021390374, 0.8288770053475936, 0.8155080213903744, 0.8155080213903744, 0.8155080213903744, 0.8262032085561497, 0.8288770053475936, 0.8368983957219251, 0.8422459893048129, 0.839572192513369, 0.839572192513369, 0.8315508021390374, 0.8262032085561497, 0.8449197860962567, 0.839572192513369, 0.8449197860962567, 0.8422459893048129, 0.8636363636363636, 0.8235294117647058, 0.8342245989304813, 0.8582887700534759, 0.8315508021390374, 0.8502673796791443, 0.8342245989304813, 0.8262032085561497, 0.8342245989304813, 0.820855614973262, 0.8609625668449198, 0.8342245989304813, 0.8502673796791443, 0.8368983957219251, 0.8609625668449198, 0.8529411764705882, 0.8475935828877005, 0.8368983957219251, 0.8449197860962567, 0.8475935828877005, 0.839572192513369, 0.839572192513369, 0.8502673796791443, 0.8582887700534759, 0.8262032085561497, 0.8235294117647058, 0.8475935828877005, 0.8315508021390374, 0.8502673796791443, 0.8449197860962567, 0.8235294117647058, 0.8502673796791443, 0.8342245989304813, 0.8556149732620321, 0.8529411764705882, 0.8342245989304813, 0.8502673796791443, 0.8502673796791443, 0.8529411764705882, 0.8475935828877005, 0.8475935828877005, 0.8422459893048129], "test_loss": [0.9570233027140299, 0.904870847860972, 0.8987105488777161, 0.8833516240119934, 0.878963847955068, 0.8653383354345957, 0.8543696800867716, 0.8379116853078207, 0.8320855796337128, 0.811079184214274, 0.7836281855901083, 0.7785730759302775, 0.7396305998166403, 0.7415534953276316, 0.6867322027683258, 0.6852500140666962, 0.6669459193944931, 0.694707194964091, 0.5865417718887329, 0.5848888953526815, 0.5931409150362015, 0.6067995528380076, 0.6680987675984701, 0.689525113751491, 0.8163789610068003, 0.6830839316050211, 0.6112030670046806, 0.5871868878602982, 0.5899962584177653, 0.5734644929567972, 0.6109709441661835, 0.5902867714564005, 0.5852440347274145, 0.5968417276938757, 0.5898355642954508, 0.5757891709605852, 0.5920131951570511, 0.6006055995821953, 0.5776518881320953, 0.5956535140673319, 0.576762410501639, 0.576787864168485, 0.5788473462065061, 0.5679482817649841, 0.6074761524796486, 0.5864318013191223, 0.5844939102729162, 0.5859817018111547, 0.5887289245923361, 0.5828602090477943, 0.5826818396647772, 0.5780612180630366, 0.5894612868626913, 0.5886820902427038, 0.5942018230756124, 0.5849752277135849, 0.5839575578769048, 0.582410509387652, 0.588912658393383, 0.5957147628068924, 0.5918938145041466, 0.5876408765713373, 0.5865988011161486, 0.5862016702691714, 0.5872584953904152, 0.588221937417984, 0.586816651125749, 0.5842587277293205, 0.5858510111769041, 0.588157594203949, 0.5904850239555041, 0.5881594518820444, 0.5891750901937485, 0.5874458899100622, 0.5864655648668607, 0.5874317189057668, 0.5882649173339208, 0.5900583192706108, 0.5926959862311681, 0.5942127456267675, 0.5954855928818384, 0.59383691350619, 0.5929786836107572, 0.5894185304641724, 0.5906307548284531, 0.5879066810011864, 0.5889788443843523, 0.5900274018446604, 0.5905914554993311, 0.596575565636158, 0.5966240887840589, 0.5963950008153915, 0.5962916985154152, 0.5959547360738119, 0.5958838363488516, 0.5960425734519958, 0.5959481994311014, 0.5960647314786911, 0.5958607097466787, 0.595687615374724], "test_acc": [0.6170212765957447, 0.6170212765957447, 0.6170212765957447, 0.6170212765957447, 0.6170212765957447, 0.6170212765957447, 0.6170212765957447, 0.6170212765957447, 0.6170212765957447, 0.6170212765957447, 0.6170212765957447, 0.6170212765957447, 0.648936170212766, 0.6914893617021277, 0.6914893617021277, 0.6914893617021277, 0.723404255319149, 0.7340425531914894, 0.776595744680851, 0.776595744680851, 0.776595744680851, 0.776595744680851, 0.7553191489361702, 0.7553191489361702, 0.723404255319149, 0.7446808510638298, 0.7659574468085106, 0.7872340425531915, 0.7553191489361702, 0.7872340425531915, 0.7659574468085106, 0.776595744680851, 0.7872340425531915, 0.7872340425531915, 0.7872340425531915, 0.7872340425531915, 0.7872340425531915, 0.776595744680851, 0.7872340425531915, 0.776595744680851, 0.7872340425531915, 0.7872340425531915, 0.7872340425531915, 0.776595744680851, 0.7872340425531915, 0.776595744680851, 0.776595744680851, 0.776595744680851, 0.776595744680851, 0.776595744680851, 0.776595744680851, 0.776595744680851, 0.776595744680851, 0.776595744680851, 0.776595744680851, 0.776595744680851, 0.776595744680851, 0.776595744680851, 0.776595744680851, 0.776595744680851, 0.776595744680851, 0.776595744680851, 0.776595744680851, 0.776595744680851, 0.776595744680851, 0.776595744680851, 0.776595744680851, 0.776595744680851, 0.776595744680851, 0.776595744680851, 0.776595744680851, 0.776595744680851, 0.776595744680851, 0.776595744680851, 0.776595744680851, 0.776595744680851, 0.776595744680851, 0.776595744680851, 0.776595744680851, 0.776595744680851, 0.776595744680851, 0.776595744680851, 0.776595744680851, 0.776595744680851, 0.776595744680851, 0.776595744680851, 0.776595744680851, 0.776595744680851, 0.7872340425531915, 0.7872340425531915, 0.7872340425531915, 0.7872340425531915, 0.7872340425531915, 0.7872340425531915, 0.7872340425531915, 0.7872340425531915, 0.7872340425531915, 0.7872340425531915, 0.7872340425531915, 0.7872340425531915], "test_auc": [0.728701834060833, 0.7626737029075179, 0.7819129037463531, 0.8216308228321001, 0.8350988766347403, 0.8442244216695606, 0.8506559530381539, 0.8575170259993928, 0.8534088968851049, 0.8591524730391917, 0.8642921343255449, 0.8492884809016649, 0.8604276879590514, 0.8582044147060935, 0.8758223796625958, 0.8701159189609213, 0.8674811337693512, 0.8592075713544322, 0.8874560661498765, 0.8872044648261587, 0.8814109499227621, 0.8790924523894307, 0.8794474814944627, 0.878993396243574, 0.8538637867776115, 0.8653555755928867, 0.8814939174140443, 0.882644979390914, 0.8753879333489764, 0.8915292723139387, 0.8973146004275393, 0.8966787597533844, 0.895948499440474, 0.8975187237180067, 0.8976284273697187, 0.8956791533877405, 0.8984683913343409, 0.8982017742115392, 0.8982017742115392, 0.8990862190656074, 0.8990417381761615, 0.8985682688329605, 0.8990237252332731, 0.8957318210669821, 0.899020996303341, 0.8988168730128736, 0.8984531073213845, 0.8985475269601398, 0.8989792443438273, 0.8989999862166478, 0.8996775788503163, 0.8991568996877376, 0.9001775161400749, 0.900130306320697, 0.9006065045938302, 0.8998636891978954, 0.8998636891978954, 0.9005884916509417, 0.8998164793785176, 0.9000206026689851, 0.9000206026689851, 0.8999553799067188, 0.8995916142152297, 0.8992278485237405, 0.8997957375056971, 0.9001122933778086, 0.8995916142152297, 0.8992305774536725, 0.899547133325784, 0.8999108990172732, 0.9004760590692977, 0.8993430100353165, 0.8998636891978954, 0.8993430100353165, 0.8993430100353165, 0.8993430100353165, 0.8993430100353165, 0.8993430100353165, 0.9009522573424308, 0.9012688132145422, 0.9012688132145422, 0.9005884916509417, 0.8998636891978954, 0.8993430100353165, 0.8993430100353165, 0.8988668117621833, 0.8993430100353165, 0.8996595659074279, 0.8994999235064062, 0.900496800942118, 0.900496800942118, 0.900496800942118, 0.900496800942118, 0.9002926776516507, 0.9002926776516507, 0.9002926776516507, 0.9002926776516507, 0.9002926776516507, 0.9002926776516507, 0.9002926776516507], "test_f1": [0.2543859649122807, 0.2543859649122807, 0.2543859649122807, 0.2543859649122807, 0.2543859649122807, 0.2543859649122807, 0.2543859649122807, 0.2543859649122807, 0.2543859649122807, 0.2543859649122807, 0.2543859649122807, 0.2543859649122807, 0.3353353353353354, 0.4161639014580191, 0.40952380952380957, 0.4114865804477819, 0.46037341689515604, 0.4818811617372769, 0.5238253546099291, 0.5214348206474191, 0.5214348206474191, 0.5287114845938375, 0.5391670058336725, 0.5030864197530864, 0.4666666666666666, 0.48944193061840124, 0.552047952047952, 0.5737820006541735, 0.5112044817927172, 0.6023119392684609, 0.5459590451956865, 0.5897651830954286, 0.6047681539807525, 0.607986111111111, 0.6047681539807525, 0.6023119392684609, 0.6054927916619118, 0.5923295454545454, 0.6023119392684609, 0.5899533391659376, 0.6023119392684609, 0.6023119392684609, 0.6023119392684609, 0.5587977034785546, 0.5975689694482444, 0.5874260815437286, 0.5874260815437286, 0.5874260815437286, 0.5874260815437286, 0.5874260815437286, 0.5874260815437286, 0.5874260815437286, 0.5874260815437286, 0.5874260815437286, 0.5874260815437286, 0.5874260815437286, 0.5874260815437286, 0.5874260815437286, 0.5874260815437286, 0.5874260815437286, 0.5874260815437286, 0.5874260815437286, 0.5874260815437286, 0.5874260815437286, 0.5874260815437286, 0.5874260815437286, 0.5874260815437286, 0.5874260815437286, 0.5874260815437286, 0.5874260815437286, 0.5874260815437286, 0.5874260815437286, 0.5874260815437286, 0.5874260815437286, 0.5874260815437286, 0.5874260815437286, 0.5874260815437286, 0.5874260815437286, 0.5874260815437286, 0.5874260815437286, 0.5874260815437286, 0.5874260815437286, 0.5874260815437286, 0.5874260815437286, 0.5874260815437286, 0.5874260815437286, 0.5874260815437286, 0.5874260815437286, 0.6248196248196248, 0.6248196248196248, 0.6248196248196248, 0.6248196248196248, 0.6248196248196248, 0.6248196248196248, 0.6248196248196248, 0.6248196248196248, 0.6248196248196248, 0.6248196248196248, 0.6248196248196248, 0.6248196248196248]}
\ No newline at end of file
diff --git a/birads/three/saved/swin_t_512_3/fold2/model_acc.pth b/birads/three/saved/swin_t_512_3/fold2/model_acc.pth
new file mode 100644
index 0000000000000000000000000000000000000000..239f148c1da6a80360433aeda3e66c3c16d94d52
--- /dev/null
+++ b/birads/three/saved/swin_t_512_3/fold2/model_acc.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:47b67ae862aed1d288c5af6b325ebd11727b8a7402acfbf5f316e8cebd042d27
+size 111167179
diff --git a/birads/three/saved/swin_t_512_3/fold2/model_auc.pth b/birads/three/saved/swin_t_512_3/fold2/model_auc.pth
new file mode 100644
index 0000000000000000000000000000000000000000..7a63a454e6b5df4bbdb585ff9a3a67978692bd18
--- /dev/null
+++ b/birads/three/saved/swin_t_512_3/fold2/model_auc.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b1481433d85c1e7b81b819a7db0e35581b34a57b9aaf28f83dfc435bc2c802b5
+size 111167179
diff --git a/birads/three/saved/swin_t_512_3/fold2/model_f1.pth b/birads/three/saved/swin_t_512_3/fold2/model_f1.pth
new file mode 100644
index 0000000000000000000000000000000000000000..bee47548211b09a084b6456fb0deb600b44fe956
--- /dev/null
+++ b/birads/three/saved/swin_t_512_3/fold2/model_f1.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ed7f3a9f8c3b8ad97471e268093f2fe2ddae6c262f3f5e44739b0527cf40e879
+size 111166986
diff --git a/birads/three/saved/swin_t_512_3/fold2/model_loss.pth b/birads/three/saved/swin_t_512_3/fold2/model_loss.pth
new file mode 100644
index 0000000000000000000000000000000000000000..eb8e15596aacf0f8745c49099932bc0132f18208
--- /dev/null
+++ b/birads/three/saved/swin_t_512_3/fold2/model_loss.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bef9a7942933e22e03b72a61e1909dd56d139e619ad71c3bdb4f2d7142ab2b9a
+size 111167372
diff --git a/birads/three/saved/swin_t_512_3/fold3/checkpoint.pth b/birads/three/saved/swin_t_512_3/fold3/checkpoint.pth
new file mode 100644
index 0000000000000000000000000000000000000000..7237d64dc39b5d6a3cc143ed7afcafeb6daf70c5
--- /dev/null
+++ b/birads/three/saved/swin_t_512_3/fold3/checkpoint.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:30caf73c0d583fdb48c208dc839138b90aea94fee2a0d9085bf40f9299e63fe0
+size 111167372
diff --git a/birads/three/saved/swin_t_512_3/fold3/log.json b/birads/three/saved/swin_t_512_3/fold3/log.json
new file mode 100644
index 0000000000000000000000000000000000000000..071fc3513948da8cd05b51e2d295e754605143b2
--- /dev/null
+++ b/birads/three/saved/swin_t_512_3/fold3/log.json
@@ -0,0 +1 @@
+{"train_loss": [1.0399971306324005, 0.9649316966533661, 0.910380000869433, 0.9294721931219101, 0.9121347367763519, 0.9114925811688105, 0.8959866315126419, 0.8836677372455597, 0.8624563217163086, 0.8509488999843597, 0.8212760339180628, 0.8395768503348032, 0.8057864656051, 0.7848971237738928, 0.766482800245285, 0.7436476548512777, 0.7293137510617574, 0.6751911366979281, 0.6941045771042506, 0.6282600338260332, 0.6479237625996271, 0.6227730189760526, 0.6056266377369562, 0.5775817185640335, 0.5736930494507154, 0.5338731457789739, 0.5162294482191404, 0.4751182794570923, 0.45642386625210446, 0.48216141760349274, 0.41509412477413815, 0.4068394439915816, 0.41822729508082074, 0.4201519042253494, 0.4259333362181981, 0.4040326103568077, 0.39861688017845154, 0.4031401077906291, 0.40353207290172577, 0.40473710497220355, 0.40495315194129944, 0.393667608499527, 0.3777594541509946, 0.406964215139548, 0.3833080728848775, 0.3645702426632245, 0.3935253793994586, 0.3784850500524044, 0.3855835472544034, 0.3808622509241104, 0.3790037880341212, 0.37257543206214905, 0.37445414314667386, 0.38113051777084667, 0.39080281058947247, 0.36689095323284465, 0.3808504529297352, 0.3551346908013026, 0.36256304383277893, 0.34985071669022244, 0.3643711532155673, 0.3459296685953935, 0.36986490339040756, 0.3623734749853611, 0.3702900633215904, 0.34728309387962025, 0.3661562701066335, 0.3670378165940444, 0.34655923893054325, 0.37876608222723007, 0.33645639196038246, 0.34754814952611923, 0.3483908424774806, 0.3740658846994241, 0.3681189479927222, 0.35667601600289345, 0.3857431833942731, 0.3296195777753989, 0.3476089922090371, 0.3718217934171359, 0.3804686317841212, 0.3444883959988753, 0.3580423618356387, 0.36902692417303723, 0.36572016403079033, 0.33790280918280285, 0.3775489206115405, 0.34710309902826947, 0.3715614974498749, 0.3814448118209839, 0.3553200426201026, 0.3567762573560079, 0.3541422709822655, 0.3636415513853232, 0.3595868870615959, 0.36885611588756245, 0.33759799351294834, 0.3668126141031583, 0.3360762732724349, 0.3545660773913066], "train_acc": [0.5386666666666666, 0.616, 0.616, 0.616, 0.616, 0.616, 0.616, 0.616, 0.616, 0.616, 0.6186666666666667, 0.624, 0.664, 0.64, 0.6693333333333333, 0.696, 0.6826666666666666, 0.7253333333333334, 0.7333333333333333, 0.7466666666666667, 0.728, 0.7493333333333333, 0.76, 0.784, 0.7786666666666666, 0.7786666666666666, 0.8133333333333334, 0.8293333333333334, 0.84, 0.808, 0.84, 0.856, 0.8373333333333334, 0.848, 0.8293333333333334, 0.8533333333333334, 0.8586666666666667, 0.8506666666666667, 0.8533333333333334, 0.84, 0.8613333333333333, 0.848, 0.8586666666666667, 0.856, 0.8693333333333333, 0.8586666666666667, 0.8533333333333334, 0.8506666666666667, 0.8533333333333334, 0.8533333333333334, 0.8746666666666667, 0.8613333333333333, 0.8506666666666667, 0.8533333333333334, 0.8453333333333334, 0.872, 0.856, 0.872, 0.8693333333333333, 0.864, 0.856, 0.8666666666666667, 0.8613333333333333, 0.848, 0.8826666666666667, 0.8613333333333333, 0.8746666666666667, 0.8586666666666667, 0.872, 0.8506666666666667, 0.888, 0.856, 0.8746666666666667, 0.8586666666666667, 0.8746666666666667, 0.872, 0.8293333333333334, 0.888, 0.8613333333333333, 0.8613333333333333, 0.848, 0.864, 0.864, 0.848, 0.84, 0.8693333333333333, 0.8613333333333333, 0.8693333333333333, 0.8853333333333333, 0.8453333333333334, 0.8506666666666667, 0.8506666666666667, 0.8746666666666667, 0.8533333333333334, 0.872, 0.8773333333333333, 0.888, 0.8533333333333334, 0.8826666666666667, 0.8773333333333333], "test_loss": [0.9713699817657471, 0.9314424991607666, 0.9287733236948649, 0.9147768318653107, 0.9055047730604807, 0.9156673947970072, 0.8965141773223877, 0.886882096529007, 0.8788542548815409, 0.8725208938121796, 0.8438133200009664, 0.8461035390694936, 0.911866694688797, 0.7984177867571512, 0.7767561872800192, 0.8210004468758901, 0.7589779396851858, 0.787555197874705, 0.7494083940982819, 0.6999522944291433, 0.7088383932908376, 0.7416719098885854, 0.7312383353710175, 0.6938481330871582, 0.6659862001736959, 0.6734113345543543, 0.7347501069307327, 0.8668411721785864, 0.8751941174268723, 0.7671464035908381, 0.6813012858231863, 0.7017797182003657, 0.7233763337135315, 0.6846578518549601, 0.7118523567914963, 0.7273227969805399, 0.7036145329475403, 0.699859211842219, 0.7129879395167033, 0.7122882604598999, 0.6985618869463602, 0.7542181313037872, 0.7258680860201517, 0.7341690560181936, 0.7449858884016672, 0.7107416987419128, 0.7352066884438196, 0.754228894909223, 0.7419864435990652, 0.7430229087670644, 0.7527628640333811, 0.7221492032210032, 0.7716629256804785, 0.7565789967775345, 0.7319439947605133, 0.750274121761322, 0.7759957214196523, 0.723827064037323, 0.737135628859202, 0.7494014402230581, 0.7497149109840393, 0.7524017989635468, 0.7505160570144653, 0.7409041126569113, 0.7384404440720876, 0.7345284720261892, 0.7333123584588369, 0.7355530162652334, 0.7386655509471893, 0.7400789856910706, 0.7404750982920328, 0.7402280767758688, 0.739506741364797, 0.7399485111236572, 0.7459031045436859, 0.7444538076718649, 0.7412362396717072, 0.7430688937505087, 0.7467494408289591, 0.744459311167399, 0.7409034967422485, 0.7424219846725464, 0.7458032369613647, 0.7413721283276876, 0.7412633299827576, 0.7440597514311472, 0.741583396991094, 0.745121975739797, 0.746802935997645, 0.7482964297135671, 0.7480729520320892, 0.7478126982847849, 0.7480767965316772, 0.7474393447240194, 0.7469857633113861, 0.7465268472830454, 0.7463898360729218, 0.7463907301425934, 0.7466377218564352, 0.7467342217763265], "test_acc": [0.6129032258064516, 0.6129032258064516, 0.6129032258064516, 0.6129032258064516, 0.6129032258064516, 0.6129032258064516, 0.6129032258064516, 0.6129032258064516, 0.6129032258064516, 0.6129032258064516, 0.6129032258064516, 0.6129032258064516, 0.6236559139784946, 0.6881720430107527, 0.7096774193548387, 0.6559139784946236, 0.6989247311827957, 0.6666666666666666, 0.7096774193548387, 0.6881720430107527, 0.6666666666666666, 0.6989247311827957, 0.7096774193548387, 0.6989247311827957, 0.6989247311827957, 0.6666666666666666, 0.6774193548387096, 0.6774193548387096, 0.6774193548387096, 0.6881720430107527, 0.7419354838709677, 0.7204301075268817, 0.6881720430107527, 0.7311827956989247, 0.7096774193548387, 0.7096774193548387, 0.7096774193548387, 0.7204301075268817, 0.7096774193548387, 0.7096774193548387, 0.7204301075268817, 0.6989247311827957, 0.7204301075268817, 0.7204301075268817, 0.7096774193548387, 0.7204301075268817, 0.7204301075268817, 0.7096774193548387, 0.7204301075268817, 0.7204301075268817, 0.7204301075268817, 0.7204301075268817, 0.6989247311827957, 0.7204301075268817, 0.7204301075268817, 0.7204301075268817, 0.7096774193548387, 0.7311827956989247, 0.7204301075268817, 0.7204301075268817, 0.7204301075268817, 0.7204301075268817, 0.7204301075268817, 0.7204301075268817, 0.7204301075268817, 0.7311827956989247, 0.7311827956989247, 0.7311827956989247, 0.7204301075268817, 0.7204301075268817, 0.7204301075268817, 0.7204301075268817, 0.7204301075268817, 0.7204301075268817, 0.7204301075268817, 0.7204301075268817, 0.7204301075268817, 0.7204301075268817, 0.7204301075268817, 0.7204301075268817, 0.7204301075268817, 0.7204301075268817, 0.7204301075268817, 0.7204301075268817, 0.7204301075268817, 0.7204301075268817, 0.7204301075268817, 0.7204301075268817, 0.7204301075268817, 0.7204301075268817, 0.7204301075268817, 0.7204301075268817, 0.7204301075268817, 0.7204301075268817, 0.7204301075268817, 0.7204301075268817, 0.7204301075268817, 0.7204301075268817, 0.7204301075268817, 0.7204301075268817], "test_auc": [0.6519848285588183, 0.6859194728228831, 0.7278828343470694, 0.7461962457951049, 0.7426767288236794, 0.7628121116538854, 0.7554643592707418, 0.7443966564998553, 0.7647060793507764, 0.7761930738936679, 0.7705668995966857, 0.7865343371250232, 0.8009758611712551, 0.7927029644749912, 0.8038589055055385, 0.805045848171245, 0.8201639440250319, 0.8237408402001334, 0.8334246926281033, 0.83543808937756, 0.8180063282225222, 0.8450683689257036, 0.8439743080843067, 0.8346697264906721, 0.8299901672574976, 0.8424159848077549, 0.8393415948434043, 0.8359223714964644, 0.8399177206982958, 0.8374111334524268, 0.8361637913478157, 0.8369429394458092, 0.8365910004238756, 0.8379450568796951, 0.8371153561371037, 0.8348802346293848, 0.8366005681379157, 0.8374672951590375, 0.8369250485953592, 0.8383949542035074, 0.8406671019897569, 0.8348053704076137, 0.8354081431622852, 0.8356350711502051, 0.8335763249858079, 0.8347213443041576, 0.8357744202149965, 0.8348053704076137, 0.83586240497048, 0.8358349464059899, 0.8343590259034736, 0.8342810146943854, 0.8318264766704461, 0.8333573143019427, 0.8354869660360835, 0.8351246476353994, 0.8318129503043785, 0.8339290756724518, 0.834165977206767, 0.8348567347169219, 0.8348567347169219, 0.8348567347169219, 0.8345553483395861, 0.8343284203516662, 0.8342404355961829, 0.8348432083508542, 0.8343793788286192, 0.834680765205955, 0.834165977206767, 0.834165977206767, 0.8344673635841028, 0.834165977206767, 0.834165977206767, 0.834165977206767, 0.8339525755849145, 0.8336511892075787, 0.8344673635841028, 0.8344673635841028, 0.8341150187298139, 0.8339525755849145, 0.8344673635841028, 0.834629806729002, 0.8344164051071497, 0.8343284203516662, 0.834629806729002, 0.8340270339743304, 0.8341894771192297, 0.8339760754973774, 0.834115018729814, 0.8337666325275525, 0.8337666325275525, 0.8337666325275525, 0.8337666325275525, 0.8337901324400153, 0.8337901324400153, 0.8337901324400153, 0.8334887460626795, 0.8334887460626796, 0.8337901324400154, 0.8337901324400154], "test_f1": [0.25333333333333335, 0.25333333333333335, 0.25333333333333335, 0.25333333333333335, 0.25333333333333335, 0.25333333333333335, 0.25333333333333335, 0.25333333333333335, 0.25333333333333335, 0.25333333333333335, 0.25333333333333335, 0.2550335570469799, 0.28453453453453453, 0.4200411805078929, 0.4518329070758738, 0.35912698412698413, 0.4439346541536322, 0.3897972531066056, 0.4540455616653574, 0.43565323565323566, 0.41789724019689184, 0.43870537203870535, 0.45164192532613584, 0.44642752989209683, 0.4639982714849025, 0.4102564102564103, 0.42024909602249894, 0.4430613819926797, 0.4047330913002554, 0.42989821882951657, 0.5398148148148149, 0.5091777995003801, 0.46684306738080505, 0.5223125564588978, 0.49557967269595177, 0.49557967269595177, 0.49557967269595177, 0.5091777995003801, 0.49557967269595177, 0.49557967269595177, 0.5091777995003801, 0.47349537037037037, 0.5091777995003801, 0.5091777995003801, 0.49557967269595177, 0.5091777995003801, 0.5091777995003801, 0.49557967269595177, 0.5091777995003801, 0.5091777995003801, 0.5091777995003801, 0.5091777995003801, 0.4814814814814814, 0.5091777995003801, 0.5091777995003801, 0.5091777995003801, 0.49557967269595177, 0.5223125564588978, 0.5091777995003801, 0.5091777995003801, 0.5091777995003801, 0.5091777995003801, 0.5091777995003801, 0.5091777995003801, 0.5091777995003801, 0.5223125564588978, 0.5223125564588978, 0.5223125564588978, 0.5091777995003801, 0.5091777995003801, 0.5091777995003801, 0.5091777995003801, 0.5091777995003801, 0.5091777995003801, 0.5091777995003801, 0.5091777995003801, 0.5091777995003801, 0.5091777995003801, 0.5091777995003801, 0.5091777995003801, 0.5091777995003801, 0.5091777995003801, 0.5091777995003801, 0.5091777995003801, 0.5091777995003801, 0.5091777995003801, 0.5091777995003801, 0.5091777995003801, 0.5091777995003801, 0.5091777995003801, 0.5091777995003801, 0.5091777995003801, 0.5091777995003801, 0.5091777995003801, 0.5091777995003801, 0.5091777995003801, 0.5091777995003801, 0.5091777995003801, 0.5091777995003801, 0.5091777995003801]}
\ No newline at end of file
diff --git a/birads/three/saved/swin_t_512_3/fold3/model_acc.pth b/birads/three/saved/swin_t_512_3/fold3/model_acc.pth
new file mode 100644
index 0000000000000000000000000000000000000000..008b316a92dc5b3d2895f36867e9a817e71b3c1a
--- /dev/null
+++ b/birads/three/saved/swin_t_512_3/fold3/model_acc.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:281986cffc2e29534e04abdc482a472b5da1769f449208e224c815dcf2a0cb3d
+size 111167179
diff --git a/birads/three/saved/swin_t_512_3/fold3/model_auc.pth b/birads/three/saved/swin_t_512_3/fold3/model_auc.pth
new file mode 100644
index 0000000000000000000000000000000000000000..e8121c2e0baf1d43cd45000f757c60aab88fa874
--- /dev/null
+++ b/birads/three/saved/swin_t_512_3/fold3/model_auc.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:535e7cec5616e0b112ca8031315c8ead64b1e4c08e3054d25ec98a1d6f07b6c3
+size 111167179
diff --git a/birads/three/saved/swin_t_512_3/fold3/model_f1.pth b/birads/three/saved/swin_t_512_3/fold3/model_f1.pth
new file mode 100644
index 0000000000000000000000000000000000000000..efd1b0c869d4291bccd695f99524f03c3c84455e
--- /dev/null
+++ b/birads/three/saved/swin_t_512_3/fold3/model_f1.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9a330963cdcd513f15425e440c98c96767f67ea4b1ede95445a3731b283f37b6
+size 111166986
diff --git a/birads/three/saved/swin_t_512_3/fold3/model_loss.pth b/birads/three/saved/swin_t_512_3/fold3/model_loss.pth
new file mode 100644
index 0000000000000000000000000000000000000000..6e0dd56287ced634d60ecb18bc9760a016e7a69c
--- /dev/null
+++ b/birads/three/saved/swin_t_512_3/fold3/model_loss.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6d776529dc4525c01fb2336b00a119e258a92bd0e3b8fc8ba376276b2456aa97
+size 111167372
diff --git a/birads/three/saved/swin_t_512_3/fold4/checkpoint.pth b/birads/three/saved/swin_t_512_3/fold4/checkpoint.pth
new file mode 100644
index 0000000000000000000000000000000000000000..ea84a116ec861bd971f2814e4c85e856dfddfba6
--- /dev/null
+++ b/birads/three/saved/swin_t_512_3/fold4/checkpoint.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b4b61bd9d61c6d33e52a63825c010702f9af8e7fafb75f05e56d0661a2249ff1
+size 111167372
diff --git a/birads/three/saved/swin_t_512_3/fold4/log.json b/birads/three/saved/swin_t_512_3/fold4/log.json
new file mode 100644
index 0000000000000000000000000000000000000000..cb1e11a8a527deff5a509a82d3208ed1d5a25438
--- /dev/null
+++ b/birads/three/saved/swin_t_512_3/fold4/log.json
@@ -0,0 +1 @@
+{"train_loss": [1.0400749693314235, 0.9561294813950857, 0.9113246152798334, 0.9035460948944092, 0.8892114361127218, 0.8797678699096044, 0.8608250419298807, 0.8497053186098734, 0.8376265565554301, 0.8191750397284826, 0.7795187582572302, 0.7796689371267954, 0.7581106474002203, 0.7341299255688986, 0.696485847234726, 0.684829500814279, 0.6602779403328896, 0.6139553661147753, 0.622206357618173, 0.5785290872057279, 0.5707074676950773, 0.5368902161717415, 0.4983350659410159, 0.5332284892598788, 0.4929653579990069, 0.49978848298390705, 0.4791071092089017, 0.4476490244269371, 0.43138934671878815, 0.4038192021350066, 0.41140857090552646, 0.395310473938783, 0.36220649008949596, 0.3676556460559368, 0.4023893823226293, 0.3648192584514618, 0.36753305544455844, 0.3731690049171448, 0.36308762058615685, 0.3695399562517802, 0.3772581269343694, 0.36955300718545914, 0.3410722302893798, 0.38151438534259796, 0.3786432134608428, 0.3450477309525013, 0.36724835137526196, 0.35644303262233734, 0.35041265686353046, 0.36856326709191006, 0.3441958725452423, 0.3384472280740738, 0.3447946161031723, 0.3530553802847862, 0.35144836207230884, 0.33146784951289493, 0.335351104537646, 0.35358524074157077, 0.3437337192396323, 0.31282035758097965, 0.33324507623910904, 0.340735266606013, 0.33444733917713165, 0.35562974711259204, 0.3405841502050559, 0.3244286812841892, 0.3401023770372073, 0.33511165777842206, 0.3354426821072896, 0.3373834366599719, 0.3440275428195794, 0.3230801075696945, 0.3404202001790206, 0.3229145233829816, 0.35733891899387044, 0.34522528698047, 0.3413960412144661, 0.3597778131564458, 0.3302378294368585, 0.34783541038632393, 0.33843676125009853, 0.3364170752465725, 0.34642981986204785, 0.3403382661441962, 0.3312297947704792, 0.3280627876520157, 0.32724354167779285, 0.3372418445845445, 0.34679551670948666, 0.3467377759516239, 0.3270857445895672, 0.3274066510299842, 0.31596029674013454, 0.32779515410463017, 0.321622168024381, 0.3336065635085106, 0.3531416704257329, 0.3482968620955944, 0.33655887718002003, 0.33907607570290565], "train_acc": [0.5333333333333333, 0.616, 0.616, 0.616, 0.616, 0.6186666666666667, 0.616, 0.6213333333333333, 0.6266666666666667, 0.6266666666666667, 0.64, 0.6693333333333333, 0.6853333333333333, 0.688, 0.7306666666666667, 0.736, 0.728, 0.76, 0.776, 0.776, 0.7733333333333333, 0.7893333333333333, 0.8213333333333334, 0.776, 0.8026666666666666, 0.808, 0.8133333333333334, 0.8453333333333334, 0.8373333333333334, 0.832, 0.848, 0.856, 0.8613333333333333, 0.8666666666666667, 0.848, 0.8853333333333333, 0.8666666666666667, 0.872, 0.872, 0.8773333333333333, 0.8666666666666667, 0.856, 0.8613333333333333, 0.8533333333333334, 0.8693333333333333, 0.88, 0.8506666666666667, 0.8746666666666667, 0.8853333333333333, 0.8586666666666667, 0.864, 0.8906666666666667, 0.864, 0.8666666666666667, 0.88, 0.888, 0.8853333333333333, 0.872, 0.872, 0.8986666666666666, 0.8933333333333333, 0.8666666666666667, 0.8746666666666667, 0.8506666666666667, 0.8853333333333333, 0.8853333333333333, 0.8906666666666667, 0.8773333333333333, 0.896, 0.8693333333333333, 0.864, 0.888, 0.8693333333333333, 0.888, 0.8746666666666667, 0.8666666666666667, 0.8586666666666667, 0.8613333333333333, 0.8933333333333333, 0.8773333333333333, 0.9013333333333333, 0.872, 0.8933333333333333, 0.8746666666666667, 0.888, 0.8906666666666667, 0.8746666666666667, 0.8906666666666667, 0.8853333333333333, 0.8746666666666667, 0.8986666666666666, 0.88, 0.8826666666666667, 0.8746666666666667, 0.8826666666666667, 0.8826666666666667, 0.864, 0.8773333333333333, 0.8666666666666667, 0.864], "test_loss": [0.9939160545667013, 0.9627978205680847, 0.9680750171343485, 0.9700093070665995, 0.960109273592631, 0.9718877772490183, 0.9597429037094116, 0.9804872075716654, 0.9536040922005972, 0.9648038148880005, 0.9530254602432251, 0.9545884231726328, 1.0110630989074707, 0.9587963819503784, 0.9339156250158945, 0.9340811371803284, 0.9684676130612692, 0.9501355588436127, 0.9448933005332947, 0.9231567978858948, 1.0135847330093384, 0.9661522110303243, 1.018423895041148, 1.1091297467549641, 1.0141403277715046, 1.0215042233467102, 1.0333850781122844, 1.0745702584584553, 1.0770776271820068, 1.0685291985670726, 1.0656442542870839, 1.0689308842023213, 1.0731929540634155, 1.0759107768535614, 1.0849122802416484, 1.0947689513365428, 1.098410705725352, 1.1093866129716237, 1.1117905577023823, 1.116643528143565, 1.1219019095102947, 1.1124788721402485, 1.1137715180714924, 1.120118796825409, 1.1225915253162384, 1.1217142641544342, 1.1271776854991913, 1.125473181406657, 1.122611274321874, 1.1236378451188405, 1.1243622501691182, 1.1306353112061818, 1.1429862479368846, 1.1531658867994945, 1.1565447251001995, 1.1536986033121746, 1.1518677373727162, 1.1544637084007263, 1.1592734456062317, 1.162054459253947, 1.1625365912914276, 1.1639445424079895, 1.1645469665527344, 1.1661211252212524, 1.166833182175954, 1.1680391430854797, 1.1688263813654582, 1.1687168677647908, 1.168669988711675, 1.168302873770396, 1.1683374444643657, 1.1691201726595561, 1.1701704462369282, 1.1703614989916484, 1.1698603630065918, 1.1687554220358531, 1.169280767440796, 1.1684857805569966, 1.1681502163410187, 1.1688175002733867, 1.168846309185028, 1.1687793334325154, 1.1686618725458782, 1.169476717710495, 1.1698121229807537, 1.1701657176017761, 1.1712221205234528, 1.1713835795720418, 1.1709801654020946, 1.1715902884801228, 1.1715266704559326, 1.1714896659056346, 1.1714062492052715, 1.1714049577713013, 1.171420653661092, 1.1713912884394329, 1.1713305513064067, 1.1712285975615184, 1.1710825661818187, 1.171120395263036], "test_acc": [0.6129032258064516, 0.6129032258064516, 0.6129032258064516, 0.6129032258064516, 0.6129032258064516, 0.6129032258064516, 0.6129032258064516, 0.6021505376344086, 0.5913978494623656, 0.5913978494623656, 0.6236559139784946, 0.6236559139784946, 0.6344086021505376, 0.6129032258064516, 0.5913978494623656, 0.6021505376344086, 0.5591397849462365, 0.5913978494623656, 0.6021505376344086, 0.6129032258064516, 0.5376344086021505, 0.6129032258064516, 0.5806451612903226, 0.5698924731182796, 0.5806451612903226, 0.5913978494623656, 0.6021505376344086, 0.6236559139784946, 0.6559139784946236, 0.6559139784946236, 0.6451612903225806, 0.6236559139784946, 0.6344086021505376, 0.6344086021505376, 0.6236559139784946, 0.6344086021505376, 0.6344086021505376, 0.6344086021505376, 0.6344086021505376, 0.6344086021505376, 0.6236559139784946, 0.6344086021505376, 0.6451612903225806, 0.6344086021505376, 0.6344086021505376, 0.6559139784946236, 0.6344086021505376, 0.6451612903225806, 0.6451612903225806, 0.6559139784946236, 0.6559139784946236, 0.6559139784946236, 0.6236559139784946, 0.6344086021505376, 0.6559139784946236, 0.6451612903225806, 0.6451612903225806, 0.6451612903225806, 0.6451612903225806, 0.6451612903225806, 0.6451612903225806, 0.6451612903225806, 0.6559139784946236, 0.6559139784946236, 0.6559139784946236, 0.6451612903225806, 0.6451612903225806, 0.6559139784946236, 0.6559139784946236, 0.6559139784946236, 0.6559139784946236, 0.6559139784946236, 0.6559139784946236, 0.6559139784946236, 0.6559139784946236, 0.6559139784946236, 0.6559139784946236, 0.6559139784946236, 0.6451612903225806, 0.6451612903225806, 0.6451612903225806, 0.6451612903225806, 0.6451612903225806, 0.6451612903225806, 0.6451612903225806, 0.6451612903225806, 0.6451612903225806, 0.6451612903225806, 0.6451612903225806, 0.6451612903225806, 0.6451612903225806, 0.6451612903225806, 0.6451612903225806, 0.6451612903225806, 0.6451612903225806, 0.6451612903225806, 0.6451612903225806, 0.6451612903225806, 0.6451612903225806, 0.6451612903225806], "test_auc": [0.4341081982638628, 0.44897355647074927, 0.4760946523636811, 0.5075918663745872, 0.5193042652475018, 0.533938178653908, 0.5557299427340684, 0.5469338551649875, 0.5893823375533533, 0.6040580475550277, 0.6153404961969205, 0.6267655676430108, 0.6045461886544357, 0.6301589557548808, 0.6633200624874408, 0.6779274557461558, 0.6826080801482178, 0.6809930896611762, 0.6991439056361345, 0.7100481741886688, 0.7114049447188857, 0.7062391738765549, 0.7200501860188829, 0.7101051204794248, 0.7220617800301766, 0.7207555621445579, 0.7169558504662176, 0.7168533738473029, 0.724141591112906, 0.7318216145054591, 0.7347969554229543, 0.736741069932088, 0.7363381724332013, 0.734167941600858, 0.7328600733052538, 0.7312691153151191, 0.7307813800480661, 0.7276221523155492, 0.7277340428158506, 0.7277340428158506, 0.7276464638927221, 0.7293767709476485, 0.7288719564948559, 0.7289364413378764, 0.7283611271476951, 0.7289464148842716, 0.7273650246081771, 0.7285705701175201, 0.7294337443189695, 0.7293728122956211, 0.7298466153642517, 0.7297351306963052, 0.7292473954292523, 0.7272157019969901, 0.7269553005502122, 0.7291219785628834, 0.7284351797047558, 0.7271277172415068, 0.7255929209579827, 0.726843815882266, 0.7279848765485885, 0.7274935884618632, 0.7267048726498295, 0.7262271109291719, 0.7259257245518361, 0.7263015693185877, 0.7263015693185877, 0.7259257245518361, 0.7259257245518361, 0.7260137093073196, 0.7260881676967355, 0.7256613644530306, 0.7254989213081314, 0.7256613644530306, 0.7257867813193997, 0.7254618950296011, 0.7254618950296011, 0.7244088191187621, 0.7244597775957152, 0.724998065507366, 0.724998065507366, 0.7241074327414263, 0.7244088191187621, 0.7250350917858964, 0.7245712622636614, 0.7250350917858964, 0.7260646677842727, 0.7260646677842727, 0.7262271109291719, 0.7257632814069369, 0.7261391261736884, 0.7264405125510242, 0.7264405125510242, 0.7263015693185877, 0.7263015693185877, 0.7263015693185877, 0.7263015693185877, 0.7263015693185877, 0.7263015693185877, 0.7263015693185877], "test_f1": [0.25333333333333335, 0.25333333333333335, 0.25333333333333335, 0.25333333333333335, 0.25333333333333335, 0.25333333333333335, 0.25333333333333335, 0.2522522522522523, 0.24943310657596374, 0.27296722009365687, 0.3688547882921285, 0.377977977977978, 0.3736857061665246, 0.3764204545454546, 0.37299290780141847, 0.37911203128594434, 0.38417436626391854, 0.37923497267759565, 0.37832624113475183, 0.40763546798029554, 0.3746031746031746, 0.4038461538461539, 0.39699074074074076, 0.3940422322775264, 0.40086268871315606, 0.44024024024024017, 0.44624624624624626, 0.45905130030854774, 0.47673094582185493, 0.5265536723163842, 0.4933277503686577, 0.4800899340686051, 0.48565887334970287, 0.48565887334970287, 0.479094056210761, 0.4865856950067477, 0.48565887334970287, 0.4865856950067477, 0.4865856950067477, 0.48565887334970287, 0.4853371472840499, 0.48565887334970287, 0.5186206896551724, 0.48565887334970287, 0.48565887334970287, 0.5308042057402671, 0.49100739269557536, 0.5186206896551724, 0.5186206896551724, 0.5308042057402671, 0.5308042057402671, 0.5308042057402671, 0.4548408057179987, 0.49100739269557536, 0.5308042057402671, 0.5239766081871345, 0.5186206896551724, 0.5239766081871345, 0.5239766081871345, 0.5186206896551724, 0.5186206896551724, 0.5186206896551724, 0.5308042057402671, 0.5308042057402671, 0.5308042057402671, 0.5239766081871345, 0.5239766081871345, 0.5308042057402671, 0.5308042057402671, 0.5308042057402671, 0.5308042057402671, 0.5308042057402671, 0.5308042057402671, 0.5308042057402671, 0.5308042057402671, 0.5308042057402671, 0.5308042057402671, 0.5308042057402671, 0.5161076604554865, 0.5161076604554865, 0.5161076604554865, 0.5161076604554865, 0.5161076604554865, 0.5161076604554865, 0.5161076604554865, 0.5161076604554865, 0.5161076604554865, 0.5161076604554865, 0.5161076604554865, 0.5161076604554865, 0.5161076604554865, 0.5161076604554865, 0.5161076604554865, 0.5161076604554865, 0.5161076604554865, 0.5161076604554865, 0.5161076604554865, 0.5161076604554865, 0.5161076604554865, 0.5161076604554865]}
\ No newline at end of file
diff --git a/birads/three/saved/swin_t_512_3/fold4/model_acc.pth b/birads/three/saved/swin_t_512_3/fold4/model_acc.pth
new file mode 100644
index 0000000000000000000000000000000000000000..09a6b333c320c455b4ddbbf1b48f686902aa9954
--- /dev/null
+++ b/birads/three/saved/swin_t_512_3/fold4/model_acc.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:39fb3f4e10ac2e3766f71fdd6881b62ef0dc7c6f33baed797187a51bd1731701
+size 111167179
diff --git a/birads/three/saved/swin_t_512_3/fold4/model_auc.pth b/birads/three/saved/swin_t_512_3/fold4/model_auc.pth
new file mode 100644
index 0000000000000000000000000000000000000000..7bc8ca428d83284a0696a6d4cd449f6c3e2e4f0f
--- /dev/null
+++ b/birads/three/saved/swin_t_512_3/fold4/model_auc.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d7f7e0195f67812279244d71ee1c633f86e2f168272c37652793ba515c370bd1
+size 111167179
diff --git a/birads/three/saved/swin_t_512_3/fold4/model_f1.pth b/birads/three/saved/swin_t_512_3/fold4/model_f1.pth
new file mode 100644
index 0000000000000000000000000000000000000000..03fffe594bbeadf27d479675b90ab3ef3e4b5564
--- /dev/null
+++ b/birads/three/saved/swin_t_512_3/fold4/model_f1.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4c22ce9f29ad5a4c32f79fc1a8798f400bbfafe5ffb9b821c6c4d572e1246bd4
+size 111166986
diff --git a/birads/three/saved/swin_t_512_3/fold4/model_loss.pth b/birads/three/saved/swin_t_512_3/fold4/model_loss.pth
new file mode 100644
index 0000000000000000000000000000000000000000..6126011ff73b94e935b7b388a00802fe6bc1e3d0
--- /dev/null
+++ b/birads/three/saved/swin_t_512_3/fold4/model_loss.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4ee5c770ac6b2f8de0db1aec42a2d72f0fb93527ec1e39b03191e56f41dbe7a4
+size 111167372
diff --git a/density/saved/densenet121_224/fold0/checkpoint.pth b/density/saved/densenet121_224/fold0/checkpoint.pth
new file mode 100644
index 0000000000000000000000000000000000000000..bdc58adb263a524815040fea136a5b2334b6ca2a
--- /dev/null
+++ b/density/saved/densenet121_224/fold0/checkpoint.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:26680b7e6b6aebeb418c9c912c4a989d75101e72bb75a08a101c716e6d0ff654
+size 29486186
diff --git a/density/saved/densenet121_224/fold0/log.json b/density/saved/densenet121_224/fold0/log.json
new file mode 100644
index 0000000000000000000000000000000000000000..8383ab09ced8fac20d2f44f837116505ed123843
--- /dev/null
+++ b/density/saved/densenet121_224/fold0/log.json
@@ -0,0 +1 @@
+{"train_loss": [1.2810223326086998, 1.0309387780725956, 0.9335773326456547, 0.9453023262321949, 0.833966676145792, 0.8050307184457779, 0.7279892154037952, 0.7769218869507313, 0.7499255128204823, 0.7149565052241087, 0.6508728601038456, 0.6453991364687681, 0.5799447037279606, 0.503708915784955, 0.5499716252088547, 0.570414362475276, 0.5378258004784584, 0.42332989536225796, 0.39252306893467903, 0.4031975157558918, 0.4423884339630604, 0.42743813525885344, 0.43034192081540823, 0.32596301287412643, 0.26501575484871864, 0.24898373801261187, 0.3023032480850816, 0.23365192953497171, 0.2760274410247803, 0.3135466775856912, 0.22663208097219467, 0.14300408819690347, 0.13646069657988846, 0.09860398690216243, 0.08875258616171777, 0.07100614928640425, 0.0671826470643282, 0.07375593378674239, 0.056044687633402646, 0.05543819710146636, 0.05786133639048785, 0.043441835907287896, 0.05240460264030844, 0.04973022232297808, 0.0459712651791051, 0.044643569621257484, 0.046438718447461724, 0.03182054398348555, 0.04032648931024596, 0.02945204108254984, 0.037369933910667896, 0.02725125302094966, 0.033665445109363645, 0.0457317812833935, 0.03996994241606444, 0.04843547870405018, 0.029452744376612827, 0.024154624436050653, 0.023861294437665492, 0.05126469052629545, 0.024674891406903043, 0.04091170703759417, 0.028756763553246856, 0.03164547774940729, 0.03415702242637053, 0.027192958630621433, 0.020538754848530516, 0.023184604302514344, 0.023534444684628397, 0.022373112966306508, 0.034487848315620795, 0.028373999608447775, 0.037450838659424335, 0.03260348824551329, 0.020780732855200768, 0.029135279939509928, 0.022608593804761767, 0.036489917372819036, 0.02549462323077023, 0.033546641119755805, 0.019118049240205437, 0.02470941172214225, 0.014885794749716297, 0.020128635223954916, 0.016427189111709595, 0.023777275753673166, 0.01900857570581138, 0.029690015799133107, 0.03762487942003645, 0.01884345046710223, 0.032272324606310576, 0.030461114627541974, 0.018566850951174274, 0.017324725253274664, 0.017373010792653076, 0.024298966192873195, 0.016847435996169224, 0.020448680908884853, 0.028231442178366706, 0.017396513518178836], "train_acc": [0.44921875, 0.54296875, 0.564453125, 0.552734375, 0.609375, 0.63671875, 0.705078125, 0.68359375, 0.7109375, 0.705078125, 0.732421875, 0.72265625, 0.767578125, 0.775390625, 0.771484375, 0.767578125, 0.79296875, 0.828125, 0.84765625, 0.84765625, 0.837890625, 0.857421875, 0.8359375, 0.880859375, 0.90234375, 0.916015625, 0.908203125, 0.919921875, 0.896484375, 0.89453125, 0.93359375, 0.953125, 0.95703125, 0.97265625, 0.982421875, 0.986328125, 0.9921875, 0.986328125, 0.9921875, 0.994140625, 0.98828125, 0.99609375, 0.990234375, 0.9921875, 0.990234375, 0.994140625, 0.98828125, 0.99609375, 0.9921875, 0.99609375, 0.986328125, 0.99609375, 0.99609375, 0.986328125, 0.9921875, 0.984375, 0.99609375, 0.998046875, 0.998046875, 0.98828125, 0.99609375, 0.994140625, 0.99609375, 0.99609375, 0.990234375, 0.99609375, 0.99609375, 0.998046875, 0.99609375, 0.998046875, 0.990234375, 0.994140625, 0.9921875, 0.9921875, 0.99609375, 0.99609375, 0.99609375, 0.9921875, 0.994140625, 0.99609375, 0.99609375, 0.994140625, 0.998046875, 0.99609375, 0.998046875, 0.994140625, 1.0, 0.994140625, 0.990234375, 0.998046875, 0.990234375, 0.9921875, 0.99609375, 0.998046875, 0.998046875, 0.998046875, 0.998046875, 0.99609375, 0.994140625, 0.998046875], "test_loss": [2.0784738779067995, 1.5704169273376465, 0.7479134023189544, 1.205269020795822, 1.1966868877410888, 1.4925156831741333, 0.8504837334156037, 0.759624969959259, 0.7853251993656158, 0.6434338718652726, 0.9866861552000046, 0.7873191207647323, 1.0873050048947335, 0.8463029861450195, 1.1513645499944687, 0.935103403031826, 1.9003339193761348, 1.2111271023750305, 1.1028558671474458, 3.0375444173812864, 1.1457630485296249, 1.055781663581729, 1.7685358423739672, 1.1477559953927994, 1.6560493067838251, 1.9005955100059508, 2.9695278383325787, 2.438168501853943, 1.8355010271072387, 3.7719016075134277, 1.1083287715911865, 1.0789068587124349, 1.191758358478546, 1.137636448442936, 1.2893197298049928, 1.2098949074745178, 1.2735651597380637, 1.2614885177463293, 1.2319059379398822, 1.2939249642193318, 1.2316041573882104, 1.4008605495095252, 1.3418249037116765, 1.3971447303891182, 1.3924343481659889, 1.3566874129697681, 1.337219546176493, 1.3739468079060315, 1.3713935416191816, 1.3648178230971098, 1.2966256614774465, 1.384078184515238, 1.4580915125086904, 1.4648214112967253, 1.4339408798143267, 1.4759312754496932, 1.4540879427921027, 1.4812451022211461, 1.4311519015580416, 1.6859695714898408, 1.594804074172862, 1.635668412456289, 1.606104653235525, 1.62101256782189, 1.6010654096491634, 1.5717989054508508, 1.52585906162858, 1.5448422432411462, 1.5636236561462282, 1.5559578894637525, 1.5883456313982607, 1.5580932675860821, 1.597357025742531, 1.485249946312979, 1.5103759904392065, 1.5097639315761626, 1.519574484229088, 1.5145844763144851, 1.5241172772832214, 1.5680301625281572, 1.521171343140304, 1.5059918341226877, 1.53408249206841, 1.4996371872723102, 1.5202339849434794, 1.5476815332658589, 1.5906421915628015, 1.5456939284689724, 1.545565211866051, 1.5242280304431914, 1.5339447516016662, 1.6190164607018231, 1.5382699232548476, 1.5920322003308685, 1.5090421533677727, 1.5453265166841448, 1.5232124509289862, 1.5984295476227999, 1.6081540241837502, 1.5634788416326046], "test_acc": [0.40310077519379844, 0.4728682170542636, 0.6201550387596899, 0.4108527131782946, 0.5348837209302325, 0.32558139534883723, 0.5891472868217055, 0.6124031007751938, 0.6434108527131783, 0.7131782945736435, 0.6046511627906976, 0.627906976744186, 0.4883720930232558, 0.689922480620155, 0.6124031007751938, 0.5581395348837209, 0.5116279069767442, 0.6124031007751938, 0.5658914728682171, 0.4883720930232558, 0.627906976744186, 0.6666666666666666, 0.49612403100775193, 0.5581395348837209, 0.6201550387596899, 0.43410852713178294, 0.5658914728682171, 0.5813953488372093, 0.4418604651162791, 0.5658914728682171, 0.6589147286821705, 0.689922480620155, 0.6666666666666666, 0.6356589147286822, 0.6356589147286822, 0.689922480620155, 0.627906976744186, 0.6434108527131783, 0.6589147286821705, 0.6589147286821705, 0.6356589147286822, 0.6046511627906976, 0.6356589147286822, 0.627906976744186, 0.627906976744186, 0.6511627906976745, 0.6511627906976745, 0.6434108527131783, 0.6666666666666666, 0.6666666666666666, 0.6511627906976745, 0.6434108527131783, 0.6744186046511628, 0.6744186046511628, 0.6434108527131783, 0.6434108527131783, 0.6511627906976745, 0.6511627906976745, 0.6744186046511628, 0.6201550387596899, 0.6434108527131783, 0.6434108527131783, 0.6201550387596899, 0.6356589147286822, 0.6434108527131783, 0.6589147286821705, 0.6511627906976745, 0.6511627906976745, 0.6356589147286822, 0.627906976744186, 0.6201550387596899, 0.627906976744186, 0.6201550387596899, 0.6666666666666666, 0.6511627906976745, 0.6511627906976745, 0.6356589147286822, 0.6356589147286822, 0.6511627906976745, 0.6201550387596899, 0.6434108527131783, 0.6356589147286822, 0.6356589147286822, 0.6589147286821705, 0.6589147286821705, 0.6511627906976745, 0.6511627906976745, 0.6589147286821705, 0.6589147286821705, 0.6589147286821705, 0.6666666666666666, 0.6434108527131783, 0.627906976744186, 0.6511627906976745, 0.6589147286821705, 0.6511627906976745, 0.6589147286821705, 0.6201550387596899, 0.6356589147286822, 0.6434108527131783], "test_auc": [0.4985303370385937, 0.7598212275064069, 0.874025339552451, 0.7687272999766327, 0.8312641728893786, 0.7215197454046304, 0.8632333604624929, 0.8692636705968334, 0.8598832590651522, 0.8904755795799424, 0.8347239154568076, 0.8603013802107218, 0.8132107401130427, 0.8717505226221595, 0.8337572368391118, 0.8513079073022553, 0.7658611453467341, 0.8314961838641164, 0.7774547188742901, 0.7103984873090735, 0.8314630164487955, 0.8010586788380569, 0.7625156581696603, 0.8176803417440207, 0.8048752343082246, 0.756453509985908, 0.728036143201789, 0.8038585702117829, 0.8206576429848715, 0.7889960895231557, 0.8618341840030888, 0.8638189982636615, 0.8526921971524511, 0.8562531308768097, 0.8482230665219772, 0.855623093662875, 0.8544466761436311, 0.8551199888838951, 0.8583969432866655, 0.8555148848625446, 0.8599878831554767, 0.853312268347866, 0.8513956489737584, 0.8442171769485542, 0.8459624201040524, 0.8501655784224961, 0.8528385566414747, 0.8514875768273132, 0.8534712312821582, 0.8541972853383244, 0.8587399566669676, 0.8543502256287859, 0.8508030104323847, 0.847264225704822, 0.8470386501816466, 0.8516270107601377, 0.8520500167531798, 0.8502272590638562, 0.853227801670523, 0.8339861378019222, 0.8416456497731386, 0.8391886639338049, 0.8412729424081501, 0.8411816163787909, 0.8425686186636663, 0.8450831825979122, 0.846956805348419, 0.8452488323307649, 0.8448241536256516, 0.8470689525933397, 0.8458318325291099, 0.8473673274510869, 0.8453700604654073, 0.8505409057828128, 0.8488276467309015, 0.8507098745285646, 0.8480027990424284, 0.849337768008795, 0.8494274521392001, 0.8472518789768377, 0.849238777260576, 0.8493277977644762, 0.849773722554017, 0.8493135260090106, 0.8480532524403672, 0.8463451202509538, 0.845715153819151, 0.8474015354693911, 0.8476787926013529, 0.8477161292955299, 0.8475782663034527, 0.8445576436687469, 0.8468616382439197, 0.8443838135815289, 0.8494208716899124, 0.8459614599673235, 0.8476447527346307, 0.844955405179249, 0.844321004651858, 0.8454824246346723], "test_f1": [0.143646408839779, 0.23613296616837137, 0.3950384024577573, 0.2056953642384106, 0.46955564587143533, 0.24196428571428572, 0.4773341938656341, 0.5191137566137566, 0.5108152876535229, 0.6053780413012064, 0.5070554445554445, 0.5380022854070041, 0.35785086216740897, 0.5867859413313959, 0.4466145833333333, 0.527045265780731, 0.34363261433605696, 0.5270222832722833, 0.4708647314302684, 0.36887894942923405, 0.5120075280804594, 0.5575055285272004, 0.351464254952627, 0.4828816800738967, 0.44421923810028063, 0.36554142204827134, 0.3222693032015066, 0.4348150227712272, 0.4545568013834268, 0.4644691717678295, 0.5757072829131653, 0.6098131787151684, 0.5867971210076474, 0.5573339703774487, 0.5442413337150179, 0.5986903951505721, 0.5436355311355312, 0.5541164230338642, 0.5723888592991276, 0.5643885908404964, 0.5573339703774487, 0.5110585680257812, 0.5461057917763887, 0.526970862786802, 0.526970862786802, 0.559277011404671, 0.559277011404671, 0.5541164230338642, 0.577953803202697, 0.5874308903170345, 0.5770681479536729, 0.5718123081316484, 0.5859661647910895, 0.5853392160957951, 0.562562900577361, 0.5532967032967033, 0.5571708992761625, 0.5571708992761625, 0.5886850015926103, 0.4926342475912866, 0.5227073989943114, 0.5110531392043997, 0.5074968251177149, 0.5287379459206084, 0.533832663334782, 0.5616268788682581, 0.5454273504273504, 0.5454273504273504, 0.5352467369926694, 0.5300806451612903, 0.5134711118931632, 0.5374758115806709, 0.502943782388483, 0.5724579228243021, 0.5623351020898802, 0.5699187312090538, 0.5321624733002303, 0.5489036751824476, 0.559277011404671, 0.502943782388483, 0.5479647814754198, 0.5489036751824476, 0.5427469979547618, 0.5643885908404964, 0.5643885908404964, 0.559277011404671, 0.542396109637489, 0.5643885908404964, 0.5643885908404964, 0.5643885908404964, 0.5694542323618411, 0.5373031938821413, 0.526970862786802, 0.542396109637489, 0.5643885908404964, 0.542396109637489, 0.5643885908404964, 0.502943782388483, 0.5321624733002303, 0.5373031938821413]}
\ No newline at end of file
diff --git a/density/saved/densenet121_224/fold0/model_acc.pth b/density/saved/densenet121_224/fold0/model_acc.pth
new file mode 100644
index 0000000000000000000000000000000000000000..179224ebb619c0cb96980f877e32a802f750182a
--- /dev/null
+++ b/density/saved/densenet121_224/fold0/model_acc.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d0c43cb214cf77f0c35b20710640dd92f2e9af4469197a72c30267f7bff84c70
+size 29485451
diff --git a/density/saved/densenet121_224/fold0/model_auc.pth b/density/saved/densenet121_224/fold0/model_auc.pth
new file mode 100644
index 0000000000000000000000000000000000000000..df3f88f14d86d5edb808e3613a6e4f9f5f5eede5
--- /dev/null
+++ b/density/saved/densenet121_224/fold0/model_auc.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9a11eb0f24bc8a919e4532002b5e8461306cbc8d9f32e01046d52c6792e386a1
+size 29485451
diff --git a/density/saved/densenet121_224/fold0/model_f1.pth b/density/saved/densenet121_224/fold0/model_f1.pth
new file mode 100644
index 0000000000000000000000000000000000000000..07d2b4b858b3687687f561f03477315b708c60eb
--- /dev/null
+++ b/density/saved/densenet121_224/fold0/model_f1.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:01eea6339510681cbd58036e3684eaa183552a9ccb55aef5736221095ea7cc29
+size 29484716
diff --git a/density/saved/densenet121_224/fold0/model_loss.pth b/density/saved/densenet121_224/fold0/model_loss.pth
new file mode 100644
index 0000000000000000000000000000000000000000..4412bd83cdc0fd3a21b13a790f4dc478a2474fb8
--- /dev/null
+++ b/density/saved/densenet121_224/fold0/model_loss.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e8b13c13643181dad2bd9c05527b59f77b31c3243b62cb13189db774628aa858
+size 29486186
diff --git a/density/saved/densenet121_224/fold1/checkpoint.pth b/density/saved/densenet121_224/fold1/checkpoint.pth
new file mode 100644
index 0000000000000000000000000000000000000000..d8b8e72ac102be921755b97fa557b13126b5758b
--- /dev/null
+++ b/density/saved/densenet121_224/fold1/checkpoint.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5ec5adbeeb909ef4268d6c9deda076a14eb6b496ea50f56f6799f6b82bbc9d06
+size 29486186
diff --git a/density/saved/densenet121_224/fold1/log.json b/density/saved/densenet121_224/fold1/log.json
new file mode 100644
index 0000000000000000000000000000000000000000..2767095a9030ed6011b1484afc06b2526b43282c
--- /dev/null
+++ b/density/saved/densenet121_224/fold1/log.json
@@ -0,0 +1 @@
+{"train_loss": [1.285439505296595, 1.0341222005731918, 1.0055314302444458, 1.0236931618522196, 0.9273466187364915, 0.861703683348263, 0.8851696287884432, 0.8755565951852238, 0.8632040093926823, 0.794781530604643, 0.9196286026169272, 0.7730895421084236, 0.7305863359395195, 0.9387327993617338, 0.8240592584890478, 0.7396954385673299, 0.7043716960093555, 0.6218071579933167, 0.5488719729816213, 0.6520411144284641, 0.7138370485866771, 0.6683967849787544, 0.6075399184928221, 0.6350016173194436, 0.642986865604625, 0.4936967159018797, 0.5473116390845355, 0.6057646905674654, 0.5215536724118626, 0.45065903400673585, 0.3660139616797952, 0.32941387243130626, 0.2845074499354643, 0.25174257728983374, 0.5265695531578625, 0.24044651231345007, 0.24116907400243423, 0.1933950843179927, 0.1733599353362532, 0.20957772083142223, 0.4706653203157818, 0.47735827460008506, 0.18135412957738428, 0.15064487913075617, 0.15606664822382085, 0.37563231631236915, 0.1338166809257339, 0.14440721032374046, 0.13303601040559657, 0.21113337225773754, 0.15522720138816273, 0.11991278147872757, 0.20552960673675819, 0.18590722934288137, 0.1390039447475882, 0.15751632105778246, 0.2988635174491826, 0.3883718197398326, 0.10152088149505503, 0.10170985977439319, 0.12619374780093923, 0.16096997524009032, 0.12480064393842921, 0.22056400545817964, 0.2509097430635901, 0.12232376152978224, 0.1660225145957049, 0.2661403882152894, 0.23178959725534215, 0.09756515438065809, 0.09795879243927844, 0.1812586712048334, 0.19045037294135375, 0.12082100243252866, 0.11570262404925682, 0.13379500346148715, 0.09263124799027163, 0.11186043786651947, 0.11354690220426111, 0.0921976008616826, 0.11809978327330421, 0.1403464955442092, 0.1250922840965145, 0.11247342759195496, 0.2615870305282228, 0.19297966163824587, 0.42495756004663077, 0.16578321958727696, 0.16949137628955, 0.20035317277207093, 0.13791155552162843, 0.1152391729547697, 0.1150899086804951, 0.13494722873849027, 0.08605721833951333, 0.12344633985091658, 0.2836790343417841, 0.10431836611207794, 0.14124820885412834, 0.09027909202610745], "train_acc": [0.4191033138401559, 0.5224171539961013, 0.5653021442495126, 0.5497076023391813, 0.5906432748538012, 0.631578947368421, 0.6198830409356725, 0.6374269005847953, 0.645224171539961, 0.6686159844054581, 0.6023391812865497, 0.6842105263157895, 0.6647173489278753, 0.6588693957115009, 0.672514619883041, 0.6783625730994152, 0.6939571150097466, 0.7387914230019493, 0.7894736842105263, 0.7992202729044834, 0.7407407407407407, 0.7621832358674464, 0.7563352826510721, 0.8070175438596491, 0.7914230019493177, 0.7914230019493177, 0.7914230019493177, 0.7855750487329435, 0.7953216374269005, 0.8460038986354775, 0.847953216374269, 0.8966861598440545, 0.9259259259259259, 0.935672514619883, 0.9551656920077972, 0.9298245614035088, 0.9434697855750487, 0.949317738791423, 0.9532163742690059, 0.9688109161793372, 0.9551656920077972, 0.9610136452241715, 0.9668615984405458, 0.9746588693957114, 0.9746588693957114, 0.9688109161793372, 0.9668615984405458, 0.9766081871345029, 0.9668615984405458, 0.9610136452241715, 0.9688109161793372, 0.9766081871345029, 0.9610136452241715, 0.9727095516569201, 0.9805068226120858, 0.9805068226120858, 0.9746588693957114, 0.9844054580896686, 0.9805068226120858, 0.9824561403508771, 0.98635477582846, 0.9727095516569201, 0.9766081871345029, 0.9844054580896686, 0.9883040935672515, 0.9883040935672515, 0.9844054580896686, 0.9707602339181286, 0.9824561403508771, 0.9844054580896686, 0.9922027290448343, 0.9688109161793372, 0.9785575048732943, 0.9824561403508771, 0.9902534113060428, 0.9824561403508771, 0.9902534113060428, 0.9902534113060428, 0.9922027290448343, 0.9902534113060428, 0.9805068226120858, 0.9883040935672515, 0.9844054580896686, 0.98635477582846, 0.9902534113060428, 0.9883040935672515, 0.9805068226120858, 0.9844054580896686, 0.9824561403508771, 0.9785575048732943, 0.9844054580896686, 0.98635477582846, 0.9883040935672515, 0.9766081871345029, 0.9883040935672515, 0.98635477582846, 0.98635477582846, 0.9883040935672515, 0.9844054580896686, 0.9844054580896686], "test_loss": [1.2290329933166504, 1.960003823041916, 1.246646910905838, 2.068070203065872, 1.5795807242393494, 0.917837530374527, 1.4493810087442398, 1.0658808946609497, 0.9764609038829803, 1.2981816977262497, 1.6585201025009155, 1.87108713388443, 1.6210128217935562, 2.7203542590141296, 1.7754952162504196, 1.4847332835197449, 1.2204949706792831, 1.248390257358551, 2.2662304788827896, 1.1348154544830322, 1.8140212893486023, 1.5382580906152725, 1.9808968901634216, 3.258022665977478, 2.567322164773941, 7.241893529891968, 2.508647710084915, 3.4757131934165955, 3.7712236642837524, 1.3095087260007858, 1.1932412683963776, 1.0846977829933167, 1.0886927247047424, 1.1191786229610443, 1.4294952154159546, 1.5468453466892242, 1.3576167821884155, 1.4707823395729065, 1.5764325857162476, 1.282906413078308, 1.5206734836101532, 1.5950265526771545, 1.3568567037582397, 1.5327097475528717, 1.264285072684288, 1.506290465593338, 1.5588741600513458, 1.2909188866615295, 1.3500877916812897, 1.5426217019557953, 1.3302916586399078, 1.6430659294128418, 1.821886420249939, 1.5483877658843994, 1.2972539514303207, 1.5988083332777023, 1.6998151987791061, 1.9427754878997803, 1.5145431160926819, 1.36019566655159, 1.4331275522708893, 1.5636255741119385, 1.45872363448143, 1.8320415318012238, 1.890608936548233, 1.5670987665653229, 1.7184789776802063, 1.9919068217277527, 2.05329829454422, 1.6422157883644104, 1.406058520078659, 1.7598696947097778, 1.7860426902770996, 1.3506431877613068, 1.4863393008708954, 1.4442644566297531, 1.422967478632927, 1.9261522889137268, 1.488906353712082, 1.5835507214069366, 1.767525315284729, 1.4408273100852966, 1.5251565873622894, 1.500576138496399, 1.832405835390091, 1.898533970117569, 2.0700405538082123, 2.1780031621456146, 1.7801102995872498, 1.75124853849411, 1.4695159494876862, 1.6415948122739792, 1.3822731375694275, 1.5482809841632843, 1.5262741446495056, 1.5851989537477493, 1.6066426038742065, 1.488167256116867, 1.828127145767212, 1.512861728668213], "test_acc": [0.34375, 0.421875, 0.546875, 0.171875, 0.3515625, 0.65625, 0.515625, 0.515625, 0.609375, 0.53125, 0.3671875, 0.3515625, 0.5234375, 0.28125, 0.5859375, 0.46875, 0.4921875, 0.625, 0.515625, 0.5546875, 0.5625, 0.5234375, 0.3671875, 0.390625, 0.3828125, 0.109375, 0.453125, 0.21875, 0.4140625, 0.6796875, 0.6015625, 0.6328125, 0.640625, 0.6484375, 0.6171875, 0.5703125, 0.59375, 0.59375, 0.5859375, 0.6171875, 0.6171875, 0.5859375, 0.625, 0.609375, 0.6328125, 0.625, 0.625, 0.625, 0.6171875, 0.6484375, 0.625, 0.6328125, 0.609375, 0.65625, 0.6796875, 0.65625, 0.6640625, 0.609375, 0.6328125, 0.640625, 0.640625, 0.6171875, 0.6328125, 0.6171875, 0.6328125, 0.6015625, 0.59375, 0.5859375, 0.59375, 0.625, 0.6171875, 0.6171875, 0.609375, 0.609375, 0.6328125, 0.6328125, 0.625, 0.6015625, 0.640625, 0.625, 0.59375, 0.546875, 0.625, 0.5546875, 0.640625, 0.5859375, 0.578125, 0.6015625, 0.625, 0.59375, 0.609375, 0.640625, 0.6328125, 0.6328125, 0.6328125, 0.6484375, 0.6640625, 0.609375, 0.5859375, 0.625], "test_auc": [0.6680942367363081, 0.7024489930007443, 0.7941797495085403, 0.6636658710155156, 0.7610839677958899, 0.8438036371021755, 0.8113233358645326, 0.81711571462617, 0.8259843355078332, 0.6877316428116133, 0.7459482270076907, 0.7305484273358434, 0.7914348684731631, 0.6511419291529819, 0.7905490483768287, 0.7638948708408098, 0.8029024935561728, 0.8238469497713408, 0.7911952386015442, 0.83999550028488, 0.7727408056854835, 0.7923894256154763, 0.7805385522453708, 0.7165371099548128, 0.7112599607215134, 0.6110253486045252, 0.7303352671046952, 0.6802383180116183, 0.6906653243525614, 0.846676860362193, 0.8408427478661129, 0.8407365823108912, 0.8320190604833045, 0.8319266076448529, 0.8152580005468102, 0.8060752392027182, 0.8175881384925638, 0.8162007965566208, 0.8060010803835801, 0.8295481733080872, 0.8102920121772739, 0.7943482756725565, 0.8164319310331077, 0.8008131537295612, 0.829738835733097, 0.8226716588555688, 0.8002418667295372, 0.8237645303894181, 0.8172551344390339, 0.815848693594317, 0.833760713415074, 0.806983511428633, 0.7938390489963597, 0.812135092124293, 0.8245976611446229, 0.8181660573775317, 0.8284976755609903, 0.7987683628661699, 0.8075294684948948, 0.8235615605403022, 0.8245276458497371, 0.8075604572522374, 0.8151592863082404, 0.791212253462574, 0.7934459137711889, 0.809616722644109, 0.8007901774556272, 0.7866117175821692, 0.7913194848285052, 0.8136654829357428, 0.8240541851052655, 0.7958126470148831, 0.8004742747650754, 0.814433099934104, 0.8185081369753743, 0.8163754301876501, 0.8215193042242168, 0.7902995888159114, 0.811179764083481, 0.8142308080371209, 0.7914530276686498, 0.8187006177486567, 0.803125694052574, 0.8094978818916909, 0.7953453844886426, 0.7880156961853857, 0.7758627843795176, 0.7851546230232612, 0.7982583112354509, 0.7997915870363401, 0.8169134104219635, 0.8081013443767566, 0.81883749451373, 0.8120375491346761, 0.8156452793590967, 0.8155441792156846, 0.8205624621713768, 0.8232234882235906, 0.7900525440971926, 0.8171604391962299], "test_f1": [0.15273517382413088, 0.3031926406926407, 0.48837786851971243, 0.16161859478976426, 0.3411421911421912, 0.47767646065518404, 0.3775375939849624, 0.48756656720927594, 0.5154455475884048, 0.33787426821292416, 0.29865826944140195, 0.28290844957511624, 0.393933284457478, 0.2250757116898849, 0.3543449197860962, 0.3730540293040293, 0.42294266547997894, 0.5606839197200644, 0.32885540908139776, 0.5265873015873015, 0.4348786459442197, 0.469262016861344, 0.3504206030614481, 0.32273768410396697, 0.3488237639553429, 0.09651988636363637, 0.3870436097144172, 0.17893000573723467, 0.25914085914085916, 0.5555229986731535, 0.49332026577209137, 0.5562594268476622, 0.577317312871493, 0.561118134569462, 0.529603325601397, 0.5203708152504104, 0.4865794573643411, 0.458736642961581, 0.4587783369161618, 0.4885705797470503, 0.5223398120878835, 0.44864670165689, 0.5084117271617272, 0.4786305204281367, 0.5314502319146281, 0.5322641969616481, 0.5436670945656825, 0.5764870640551221, 0.5291420997303351, 0.5532828804036234, 0.5545342154504144, 0.49283758272306705, 0.503480814749725, 0.5615676141257536, 0.595662904074119, 0.5272823033707865, 0.5920184636217245, 0.4886745037907828, 0.5346808046021776, 0.5716283716283717, 0.572649232246181, 0.547353961827646, 0.5537203994543356, 0.5558733706324068, 0.5174259177355153, 0.5121000570456975, 0.5076970443349754, 0.4705696202531645, 0.4719849412762799, 0.5385872297637003, 0.5469241841319379, 0.5358791772522962, 0.5363730643673946, 0.5350426299393343, 0.5263517249004865, 0.5434327614778203, 0.5491479610712209, 0.5024680464778504, 0.536959870204551, 0.5386806118537232, 0.503248127645718, 0.494820449077485, 0.5195850433196535, 0.5044728898177174, 0.532334159359512, 0.4723333333333333, 0.46897371634213736, 0.4528955768353853, 0.5200931297018037, 0.47240896358543416, 0.510195707070707, 0.5339262109338118, 0.5241323789311405, 0.5263517249004865, 0.5464617012376664, 0.5594193996585543, 0.5965780782791091, 0.548718534431827, 0.5135840070033365, 0.5358150470219436]}
\ No newline at end of file
diff --git a/density/saved/densenet121_224/fold1/model_acc.pth b/density/saved/densenet121_224/fold1/model_acc.pth
new file mode 100644
index 0000000000000000000000000000000000000000..ec07b3b32cde72c51ed6258d290e01a1f5f701dc
--- /dev/null
+++ b/density/saved/densenet121_224/fold1/model_acc.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:28029a8f60703493c80fe7ae71ad2740feea2bc659f22231e0ba65eb84af2c95
+size 29485451
diff --git a/density/saved/densenet121_224/fold1/model_auc.pth b/density/saved/densenet121_224/fold1/model_auc.pth
new file mode 100644
index 0000000000000000000000000000000000000000..8bc3bed48d2402c35d625145b47cf72daa2e97b5
--- /dev/null
+++ b/density/saved/densenet121_224/fold1/model_auc.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:574c32808693858d78f7b2438ecb71746d0cab975cc1f955e7cc0136e27036c1
+size 29485451
diff --git a/density/saved/densenet121_224/fold1/model_f1.pth b/density/saved/densenet121_224/fold1/model_f1.pth
new file mode 100644
index 0000000000000000000000000000000000000000..96b7ac9f98af4408792e6e9b55ace548526a8c3a
--- /dev/null
+++ b/density/saved/densenet121_224/fold1/model_f1.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:83a7f0803ce1d45f58d61a4cfbcb51039a8f4b23392303c7baa833abec0d47af
+size 29484716
diff --git a/density/saved/densenet121_224/fold1/model_loss.pth b/density/saved/densenet121_224/fold1/model_loss.pth
new file mode 100644
index 0000000000000000000000000000000000000000..3782099136e82a043d03493576758c1b51c0fa65
--- /dev/null
+++ b/density/saved/densenet121_224/fold1/model_loss.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:13442cae23f2af77fd50deb885c2e812304da839e46cce228e6089e7b449e02b
+size 29486186
diff --git a/density/saved/densenet121_224/fold2/checkpoint.pth b/density/saved/densenet121_224/fold2/checkpoint.pth
new file mode 100644
index 0000000000000000000000000000000000000000..42aec62f4ab206c195080d9f3627a5387c5c66b6
--- /dev/null
+++ b/density/saved/densenet121_224/fold2/checkpoint.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:67f33ef2c2a9b51173ff6bd57fe47eb80ece69b5e6ad36017eec1b6e66249985
+size 29486186
diff --git a/density/saved/densenet121_224/fold2/log.json b/density/saved/densenet121_224/fold2/log.json
new file mode 100644
index 0000000000000000000000000000000000000000..86cc9bcaf8f95ec1a39dc56bb95fe99194f7a810
--- /dev/null
+++ b/density/saved/densenet121_224/fold2/log.json
@@ -0,0 +1 @@
+{"train_loss": [1.2560427153811735, 1.0636261070475859, 0.9929029731189504, 1.0189918560140274, 0.9777341905762168, 0.9309641894172219, 0.8247240974622614, 0.8356348942307865, 0.8593190908432007, 0.8122881896355573, 0.7796671320410336, 0.7284104894189274, 0.6891038382754606, 0.8990244164186365, 0.7805297024109784, 0.6788822482613956, 0.6380525424199945, 0.578377027721966, 0.5842094666817609, 0.7804892536471871, 0.7256549912340501, 0.5806471161982593, 0.6123795018476599, 0.7309994837817024, 0.644659103716121, 0.5828959433471456, 0.614512059618445, 0.5428103489034316, 0.5137438178062439, 0.4690562293810003, 0.3760196470162448, 0.32205137785743265, 0.2391089840846903, 0.3583865639041452, 0.5188713700455778, 0.27242013286141786, 0.23982960774618037, 0.24115626513957977, 0.19762874920578563, 0.23629923690767848, 0.34171682683860555, 0.27974147371509495, 0.41134004426353116, 0.19376511696506948, 0.22395312062957706, 0.3875773023156559, 0.14414706037325017, 0.1608739872189129, 0.17274298562723048, 0.21130762117750504, 0.15510867010144627, 0.10612309943227206, 0.12607137201463475, 0.14412289792123964, 0.11698854758458979, 0.1524931799401255, 0.19645970402395024, 0.2955911045565325, 0.11321180554873803, 0.09440935008666095, 0.35920367806273346, 0.16195922323009548, 0.14886418708107052, 0.22283797733047428, 0.12140743949395769, 0.09713040774359423, 0.283400259912014, 0.08848945665008881, 0.1920082401484251, 0.08783559314906597, 0.11149831773603663, 0.19611388072371483, 0.13755962822367163, 0.10093417577445507, 0.1670339902972474, 0.1394474022090435, 0.07019469755537369, 0.13592698184006355, 0.13755386476131046, 0.08922742953633561, 0.17367332998444052, 0.1401069221251151, 0.11209578527247205, 0.14727010873748975, 0.3174363315543708, 0.14789465924396233, 0.0887509257916142, 0.08011555375860017, 0.15572230726042213, 0.26184451273258996, 0.11934247371904991, 0.08293210868449773, 0.1128637975848773, 0.1055501424433554, 0.07221439184949678, 0.10116552013684721, 0.1444526507573969, 0.26843553354196686, 0.16411315803142154, 0.25588403203908133], "train_acc": [0.44639376218323584, 0.5458089668615984, 0.5614035087719298, 0.5886939571150097, 0.557504873294347, 0.5672514619883041, 0.631578947368421, 0.6686159844054581, 0.6471734892787524, 0.6081871345029239, 0.6705653021442495, 0.7017543859649122, 0.7017543859649122, 0.7017543859649122, 0.682261208576998, 0.732943469785575, 0.7368421052631579, 0.7621832358674464, 0.7426900584795322, 0.7504873294346979, 0.7543859649122807, 0.7914230019493177, 0.7485380116959064, 0.8245614035087719, 0.7797270955165692, 0.8089668615984406, 0.8499025341130604, 0.8011695906432749, 0.8167641325536062, 0.8109161793372319, 0.8518518518518519, 0.8947368421052632, 0.9239766081871345, 0.8927875243664717, 0.9083820662768031, 0.9415204678362573, 0.9376218323586745, 0.9317738791423001, 0.9454191033138402, 0.9532163742690059, 0.9376218323586745, 0.9473684210526315, 0.9610136452241715, 0.949317738791423, 0.9590643274853801, 0.9610136452241715, 0.9727095516569201, 0.9707602339181286, 0.9668615984405458, 0.9512670565302144, 0.9649122807017544, 0.9785575048732943, 0.9727095516569201, 0.9746588693957114, 0.9688109161793372, 0.9766081871345029, 0.9746588693957114, 0.9746588693957114, 0.9785575048732943, 0.98635477582846, 0.9844054580896686, 0.9766081871345029, 0.9824561403508771, 0.9785575048732943, 0.9824561403508771, 0.9902534113060428, 0.9785575048732943, 0.9922027290448343, 0.9922027290448343, 0.98635477582846, 0.98635477582846, 0.9668615984405458, 0.9785575048732943, 0.9883040935672515, 0.9707602339181286, 0.9746588693957114, 0.9902534113060428, 0.9766081871345029, 0.9844054580896686, 0.9824561403508771, 0.9844054580896686, 0.9746588693957114, 0.98635477582846, 0.9785575048732943, 0.9805068226120858, 0.9785575048732943, 0.9902534113060428, 0.9785575048732943, 0.9785575048732943, 0.98635477582846, 0.9746588693957114, 0.9902534113060428, 0.9785575048732943, 0.9824561403508771, 0.9883040935672515, 0.9824561403508771, 0.9785575048732943, 0.9785575048732943, 0.9785575048732943, 0.9824561403508771], "test_loss": [1.5447677671909332, 1.8471134305000305, 1.0381294786930084, 1.2139607667922974, 1.1258324831724167, 0.7893765568733215, 1.7369062900543213, 2.062664270401001, 3.330911874771118, 0.890884131193161, 0.8880163133144379, 0.8397113680839539, 1.1399430930614471, 3.391052007675171, 1.3445775508880615, 2.209460198879242, 1.3029071390628815, 1.4919540137052536, 3.4265353083610535, 1.803797870874405, 3.0270301699638367, 1.0158756524324417, 3.9533313512802124, 1.0815843343734741, 1.9837661683559418, 1.4597437679767609, 3.3582980036735535, 1.3117363154888153, 1.4999542832374573, 4.684120774269104, 1.1776683181524277, 1.1371515542268753, 1.0937879979610443, 1.1893500834703445, 1.1723359823226929, 1.2013396620750427, 1.3606470972299576, 1.238567292690277, 1.3008433282375336, 1.4444456547498703, 1.336848959326744, 1.341063141822815, 1.5620883703231812, 1.3397648483514786, 1.368326723575592, 1.8113864362239838, 1.4543071538209915, 1.3178030848503113, 1.3555573225021362, 1.3989009410142899, 1.474644958972931, 1.496609851717949, 1.634265273809433, 1.4991552084684372, 1.5141238868236542, 1.6523767113685608, 1.6422204971313477, 1.5699141323566437, 1.5445276498794556, 1.5307037234306335, 1.5700718462467194, 1.4927128851413727, 1.5318501144647598, 1.6111916601657867, 1.4293268471956253, 1.5417315065860748, 1.674013078212738, 1.4687236547470093, 1.5827027559280396, 1.43553926050663, 1.5981840789318085, 1.594726711511612, 1.5865921676158905, 1.4444099813699722, 1.5669491589069366, 1.551486760377884, 1.4749522656202316, 1.6069286465644836, 1.5077863335609436, 1.4709706455469131, 1.6387899219989777, 1.5161903500556946, 1.3853809535503387, 1.4653616398572922, 1.5391762852668762, 1.4966660737991333, 1.5419031083583832, 1.6057668030261993, 1.5751992762088776, 1.4769993424415588, 1.508649080991745, 1.535815566778183, 1.528042197227478, 1.6467469334602356, 1.6039332151412964, 1.5334327071905136, 1.6039783358573914, 1.7807317078113556, 1.570783257484436, 1.7085679471492767], "test_acc": [0.359375, 0.3828125, 0.4765625, 0.40625, 0.453125, 0.671875, 0.3984375, 0.2421875, 0.1328125, 0.640625, 0.6328125, 0.671875, 0.625, 0.4140625, 0.421875, 0.3046875, 0.578125, 0.53125, 0.40625, 0.5546875, 0.296875, 0.671875, 0.2265625, 0.578125, 0.5625, 0.5546875, 0.2421875, 0.5859375, 0.53125, 0.3125, 0.640625, 0.6796875, 0.703125, 0.6328125, 0.671875, 0.6484375, 0.6328125, 0.6640625, 0.625, 0.6328125, 0.609375, 0.6015625, 0.59375, 0.6171875, 0.625, 0.5703125, 0.625, 0.625, 0.6015625, 0.640625, 0.6484375, 0.609375, 0.5703125, 0.6171875, 0.6171875, 0.6171875, 0.5625, 0.6015625, 0.609375, 0.6015625, 0.6484375, 0.6328125, 0.625, 0.609375, 0.609375, 0.625, 0.625, 0.6171875, 0.625, 0.625, 0.6328125, 0.6171875, 0.625, 0.6171875, 0.6328125, 0.625, 0.625, 0.609375, 0.6171875, 0.6171875, 0.640625, 0.6328125, 0.6328125, 0.6171875, 0.6484375, 0.6015625, 0.625, 0.59375, 0.640625, 0.6328125, 0.6015625, 0.6171875, 0.625, 0.59375, 0.609375, 0.609375, 0.6171875, 0.609375, 0.6328125, 0.59375], "test_auc": [0.6368417331646854, 0.6748553214194131, 0.80987728243659, 0.7541008353650005, 0.8058484123821548, 0.8954038190158247, 0.7899583061418007, 0.7023973776994622, 0.6660515495140253, 0.8576113095387322, 0.884802999725389, 0.8913983005861705, 0.8381061390750792, 0.7019050365434312, 0.7892556836970054, 0.7322684345782758, 0.8457751174947122, 0.8104703384223539, 0.7432761821628949, 0.7781764308594561, 0.7682646263188869, 0.8587953418724936, 0.6616487129139755, 0.858877292749774, 0.7887187415599896, 0.8458447219545988, 0.7206731589179617, 0.8273351301205198, 0.831803441642701, 0.6780828578900912, 0.8572130792797582, 0.8642221745169182, 0.8712633671561619, 0.8575086628125257, 0.8649985964549296, 0.8646523346765289, 0.8569924675552428, 0.8552909160060054, 0.8522987013707012, 0.8484014063645574, 0.8506046564225034, 0.8430229631741541, 0.8389892162913979, 0.8508220692595663, 0.8457591714963046, 0.8332559175646996, 0.8606766647260355, 0.8680059577918025, 0.8628599102756788, 0.8495438246917659, 0.8491622247624027, 0.8641275730998165, 0.8595232238420799, 0.8609861821216912, 0.8537291171570294, 0.8491040853445748, 0.8561389671647398, 0.846648110510768, 0.8586076568355123, 0.8565513808108042, 0.857990179835529, 0.8602957122552608, 0.86090084952676, 0.8593624550613406, 0.8590687597241696, 0.8629089740136038, 0.8562219302970214, 0.867500784436311, 0.8511840716589764, 0.8608294097136633, 0.8549716629301525, 0.8579166931881936, 0.8632217873137729, 0.8560305184782602, 0.8455623106966093, 0.8576669573376969, 0.8571851928529054, 0.8608947907959658, 0.8635051251251082, 0.8582257358942244, 0.8452086502037081, 0.8526838860121895, 0.8549668802482356, 0.8621941531156714, 0.8529660477877827, 0.8593228634327, 0.8575772879602916, 0.8574799347536102, 0.8581801028702138, 0.8550048199670144, 0.8535077409458762, 0.8604313339685034, 0.8529915330354058, 0.8588881438892748, 0.8587261008433672, 0.8584906327438343, 0.8551604092741394, 0.8441514480704667, 0.8578516335080022, 0.853917599902233], "test_f1": [0.28496849684968495, 0.19131714495952906, 0.4229988590644328, 0.3524281206171108, 0.35820373656194554, 0.5179044590809296, 0.30657145487302906, 0.2011423766989093, 0.11267363904532046, 0.6318145883600205, 0.4956593242300409, 0.6369332259743219, 0.48611747056824317, 0.159209726443769, 0.3646848668688911, 0.26167933060163634, 0.5306249886216752, 0.5398476940562854, 0.2734128712460594, 0.4176673228346457, 0.2502842955979756, 0.612626386053156, 0.1799140708915145, 0.5731261052061898, 0.44160511443120143, 0.5127735340003059, 0.26985910469056534, 0.4525829562594268, 0.5440393609068308, 0.2756931087408444, 0.6097152622889088, 0.645871963105596, 0.6578927964021961, 0.6177981339376206, 0.6424433488653672, 0.6273508596315613, 0.615070080465699, 0.6396435236367637, 0.5891360375655792, 0.6095379958848003, 0.5403006929549579, 0.5175101214574899, 0.5778184647232266, 0.6030141553260098, 0.5796165330818797, 0.5583796447640841, 0.5967600964436408, 0.6002573292895873, 0.5879395011389272, 0.6278034011678871, 0.6290250045456931, 0.5938288288288289, 0.5439225236307947, 0.605199246629659, 0.5947055137844612, 0.6049904302057505, 0.5437487176617611, 0.5600212275316504, 0.584662413609782, 0.5821591420275631, 0.6141837732160312, 0.6039986648865153, 0.5956627680311891, 0.5827041175878385, 0.5831519965183332, 0.5917676767676768, 0.6003013447430688, 0.6006023068523069, 0.552877620881472, 0.5930219611912327, 0.610570506652163, 0.5868961104255221, 0.5924603174603175, 0.5850832640748607, 0.5790631125143624, 0.59233048838312, 0.594054872520219, 0.563180788509736, 0.5893119266055046, 0.5929100908656145, 0.6167957495364427, 0.6061296898456153, 0.6021836344621154, 0.5943543511504676, 0.6214141264859294, 0.5740763802407638, 0.6083273522119275, 0.5785543403964457, 0.6119218500797449, 0.6039415562351342, 0.5758417508417508, 0.5963755566551212, 0.597927007060134, 0.5750553480005535, 0.5906595191682911, 0.5515871254162042, 0.5893119266055046, 0.5814283789117021, 0.6014393030743009, 0.5712423351203181]}
\ No newline at end of file
diff --git a/density/saved/densenet121_224/fold2/model_acc.pth b/density/saved/densenet121_224/fold2/model_acc.pth
new file mode 100644
index 0000000000000000000000000000000000000000..7da3cff6ea95b247bbed7bfcf5febce55258248e
--- /dev/null
+++ b/density/saved/densenet121_224/fold2/model_acc.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:87f4d2ecb6cc23b4a6d621c5bee4ee2aa5ae29c4c4bd7aa514da9a6aa9387695
+size 29485451
diff --git a/density/saved/densenet121_224/fold2/model_auc.pth b/density/saved/densenet121_224/fold2/model_auc.pth
new file mode 100644
index 0000000000000000000000000000000000000000..b32fc9b8e094cdc49f4d517306f476c7216fab3b
--- /dev/null
+++ b/density/saved/densenet121_224/fold2/model_auc.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ea106242162731552373fc1363dbcd7b68da2372eaa4f13ee0e5b182309017a8
+size 29485451
diff --git a/density/saved/densenet121_224/fold2/model_f1.pth b/density/saved/densenet121_224/fold2/model_f1.pth
new file mode 100644
index 0000000000000000000000000000000000000000..9dd9ca278cf13152f9f502756dd38b2da9c988b8
--- /dev/null
+++ b/density/saved/densenet121_224/fold2/model_f1.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:08ab920784b30febe1045e5efd3088cd7f74cf622ba250e3b74c4d98a3aadc8a
+size 29484716
diff --git a/density/saved/densenet121_224/fold2/model_loss.pth b/density/saved/densenet121_224/fold2/model_loss.pth
new file mode 100644
index 0000000000000000000000000000000000000000..9c0a1740e683a36b6daebf96ff84b1e61052d7bf
--- /dev/null
+++ b/density/saved/densenet121_224/fold2/model_loss.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9ff7b8c18b103f5ce05b3c5623d6cf8860e720fc5cdad32fedef1a20971dd9c3
+size 29486186
diff --git a/density/saved/densenet121_224/fold3/checkpoint.pth b/density/saved/densenet121_224/fold3/checkpoint.pth
new file mode 100644
index 0000000000000000000000000000000000000000..b745bbe35dab4e02e2b1811e807fa8f219a7330f
--- /dev/null
+++ b/density/saved/densenet121_224/fold3/checkpoint.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3a937ce36116e798649e077bc92be7d8924a2784a835d14323000b7144b5cfc2
+size 29486186
diff --git a/density/saved/densenet121_224/fold3/log.json b/density/saved/densenet121_224/fold3/log.json
new file mode 100644
index 0000000000000000000000000000000000000000..f3317d5794db620775d358f212f7b6fa9630d90a
--- /dev/null
+++ b/density/saved/densenet121_224/fold3/log.json
@@ -0,0 +1 @@
+{"train_loss": [1.1921591373050915, 0.9709290756898767, 0.9370221951428581, 0.9283641085905188, 0.8491096145966474, 0.9141204216900993, 0.8848229892113629, 1.0360723663778866, 0.8265610547626719, 0.6831545952488395, 0.7146930308902965, 0.640529594000648, 0.7444786096320433, 0.6149167786626255, 0.6923177487709943, 0.6181361464893117, 0.5823678374290466, 0.5743529104134616, 0.5585950332529405, 0.5701997543082518, 0.5583364858346826, 0.5876965873381671, 0.5013258404591504, 0.4687364022521412, 0.6362642680897432, 0.46408238656380596, 0.43964804007726555, 0.42388270707691417, 0.7098840019282173, 0.4451723484431996, 0.32446954969097586, 0.20708850771188736, 0.25892338375834856, 0.5032500199535314, 0.41277163826367436, 0.19009745822233312, 0.1672263833529809, 0.22313661873340607, 0.21402465157649098, 0.1604148118811495, 0.17128914769958048, 0.3333650397903779, 0.3821975231608924, 0.15640556768459432, 0.15141499042510986, 0.13020061416661038, 0.1567752665894873, 0.38284392501501474, 0.1074487687472035, 0.1163885326069944, 0.14554852575940244, 0.137979318113888, 0.12463036661638933, 0.1489163628395866, 0.15735059582135258, 0.13810161391601844, 0.29957359043114323, 0.11295290335136302, 0.1054364626898485, 0.0910576310227899, 0.4457693387042074, 0.173580488518757, 0.11648178999038304, 0.19497697767527664, 0.12977913526051185, 0.087133697946282, 0.24652763850548687, 0.13837938865318017, 0.14467627073035522, 0.12341019883751869, 0.10297087251263506, 0.24127611824694803, 0.13656329670373132, 0.09302236282211893, 0.24552154365707846, 0.11598076090654906, 0.0793375901549178, 0.1569459525977864, 0.10226401599014506, 0.08377001226386603, 0.23223806216436274, 0.09247091511154876, 0.10574606674558976, 0.26701368742129383, 0.09660663466681452, 0.0969395193764392, 0.1266443145406597, 0.09095762176987003, 0.13881705701351166, 0.2721236020545749, 0.11121420808793868, 0.1328792853609604, 0.15709118304007194, 0.0730079750475638, 0.1171626676531399, 0.13027112739270225, 0.3473399660604842, 0.23675105720758438, 0.1528206155361498, 0.11701234315028962], "train_acc": [0.4678362573099415, 0.5555555555555556, 0.5614035087719298, 0.6413255360623782, 0.6081871345029239, 0.6101364522417154, 0.6120857699805068, 0.6179337231968811, 0.6549707602339181, 0.7056530214424951, 0.7056530214424951, 0.7290448343079922, 0.7485380116959064, 0.7621832358674464, 0.7446393762183235, 0.7602339181286549, 0.7914230019493177, 0.7524366471734892, 0.7816764132553606, 0.7992202729044834, 0.7797270955165692, 0.8089668615984406, 0.7933723196881092, 0.8070175438596491, 0.8265107212475633, 0.8245614035087719, 0.847953216374269, 0.8499025341130604, 0.8596491228070176, 0.8323586744639376, 0.8888888888888888, 0.9395711500974658, 0.9532163742690059, 0.9512670565302144, 0.9649122807017544, 0.9571150097465887, 0.9668615984405458, 0.9649122807017544, 0.9688109161793372, 0.9746588693957114, 0.9649122807017544, 0.9688109161793372, 0.9707602339181286, 0.9727095516569201, 0.9785575048732943, 0.9766081871345029, 0.9805068226120858, 0.9746588693957114, 0.9902534113060428, 0.9883040935672515, 0.9844054580896686, 0.9746588693957114, 0.9805068226120858, 0.9824561403508771, 0.9707602339181286, 0.9785575048732943, 0.9883040935672515, 0.98635477582846, 0.9844054580896686, 0.98635477582846, 0.9883040935672515, 0.9824561403508771, 0.9844054580896686, 0.9785575048732943, 0.98635477582846, 0.9844054580896686, 0.9883040935672515, 0.9824561403508771, 0.9844054580896686, 0.9805068226120858, 0.98635477582846, 0.9805068226120858, 0.9844054580896686, 0.9824561403508771, 0.9727095516569201, 0.9902534113060428, 0.9844054580896686, 0.9824561403508771, 0.9961013645224172, 0.98635477582846, 0.9902534113060428, 0.9824561403508771, 0.9824561403508771, 0.9883040935672515, 0.9805068226120858, 0.98635477582846, 0.9785575048732943, 0.9727095516569201, 0.9844054580896686, 0.9844054580896686, 0.9844054580896686, 0.9844054580896686, 0.9805068226120858, 0.9902534113060428, 0.9844054580896686, 0.9766081871345029, 0.9766081871345029, 0.9883040935672515, 0.9844054580896686, 0.9805068226120858], "test_loss": [1.1139623820781708, 1.4312712252140045, 1.084145113825798, 1.0840075612068176, 1.15918830037117, 1.5322166681289673, 1.565608561038971, 1.4371775686740875, 0.7868403494358063, 1.3984885066747665, 1.1441055685281754, 3.027437210083008, 1.5949992537498474, 1.7458772659301758, 1.1377290189266205, 1.0209615230560303, 2.318966269493103, 1.5181978344917297, 1.1335959881544113, 1.1510261744260788, 1.1687831282615662, 2.1970609426498413, 3.164052963256836, 1.200316160917282, 1.3031003177165985, 2.231884241104126, 1.554401159286499, 1.5196064710617065, 2.2336539030075073, 2.7013454139232635, 1.8549765050411224, 1.3831087946891785, 1.4602266252040863, 2.273204356431961, 1.8368393778800964, 1.5784261971712112, 1.5583054423332214, 1.7984535694122314, 1.890348643064499, 1.575415626168251, 1.657449558377266, 1.8314345180988312, 1.6343755722045898, 1.8111020922660828, 1.7299434840679169, 1.6435212790966034, 1.6936732530593872, 1.548246055841446, 1.5325829088687897, 1.7220046818256378, 1.7159839272499084, 1.6404130309820175, 1.8163146674633026, 1.5736734867095947, 1.6192679107189178, 1.9015903770923615, 1.850340187549591, 1.7130316644906998, 1.9482160806655884, 1.6133335083723068, 2.3039970993995667, 1.862711638212204, 1.5948828011751175, 1.9264275431632996, 1.7382071614265442, 1.8425816595554352, 1.9098499417304993, 1.9687172770500183, 1.8533093333244324, 1.9977712333202362, 1.7564126253128052, 2.0216080248355865, 1.8410758972167969, 1.6427611410617828, 2.106826215982437, 2.1537619829177856, 1.7428065240383148, 2.380029410123825, 2.166734129190445, 1.8891117572784424, 1.850674569606781, 1.907306581735611, 1.9059700965881348, 1.6878810673952103, 1.9628897607326508, 2.052620589733124, 2.1113285422325134, 1.7152233719825745, 2.19766503572464, 2.2466332614421844, 1.9635554552078247, 1.818690448999405, 1.7325876951217651, 1.8133959770202637, 1.8152921199798584, 2.0150046944618225, 2.3241631984710693, 1.7425469309091568, 2.0754244327545166, 1.811953365802765], "test_acc": [0.515625, 0.4375, 0.5078125, 0.484375, 0.453125, 0.3828125, 0.3046875, 0.3359375, 0.6640625, 0.46875, 0.5, 0.3359375, 0.453125, 0.328125, 0.6015625, 0.5390625, 0.375, 0.5859375, 0.5390625, 0.6015625, 0.609375, 0.4921875, 0.4765625, 0.6171875, 0.59375, 0.4921875, 0.4453125, 0.5078125, 0.5546875, 0.375, 0.578125, 0.5859375, 0.6015625, 0.5546875, 0.5703125, 0.6015625, 0.578125, 0.578125, 0.5546875, 0.609375, 0.609375, 0.59375, 0.5859375, 0.5625, 0.5859375, 0.5859375, 0.578125, 0.6171875, 0.6015625, 0.59375, 0.5859375, 0.6015625, 0.609375, 0.5859375, 0.5703125, 0.6015625, 0.59375, 0.609375, 0.59375, 0.6015625, 0.5546875, 0.6015625, 0.6015625, 0.578125, 0.625, 0.59375, 0.625, 0.5859375, 0.6015625, 0.578125, 0.6171875, 0.6171875, 0.59375, 0.609375, 0.59375, 0.578125, 0.609375, 0.5546875, 0.578125, 0.59375, 0.6328125, 0.609375, 0.609375, 0.6171875, 0.5859375, 0.5859375, 0.5859375, 0.625, 0.6015625, 0.5859375, 0.609375, 0.6015625, 0.609375, 0.625, 0.609375, 0.609375, 0.546875, 0.625, 0.5703125, 0.609375], "test_auc": [0.7392060191556372, 0.7486061302981147, 0.7734909973841725, 0.8030939286766642, 0.7850241834631655, 0.7564757419789025, 0.7259144207504088, 0.7512637714951792, 0.8699854486169685, 0.7830030817668732, 0.8105415388003541, 0.7048965187152527, 0.7672152447195137, 0.6909762910302515, 0.8539646498324112, 0.8319211077860987, 0.757792802122466, 0.7918466658119577, 0.8251140231123413, 0.8491009404143274, 0.8336569331971543, 0.700535217345909, 0.7588235155601475, 0.8571554553260341, 0.8161768199444148, 0.7866600991383819, 0.7716290346321599, 0.77999293996172, 0.7835990222055926, 0.7446058506782782, 0.7822467912174206, 0.8223000761423118, 0.8160350421767417, 0.7617340849177332, 0.7839618129487517, 0.7966098566361971, 0.8002771594605391, 0.7826136252392701, 0.769879796006225, 0.8057738659885593, 0.8083890036516275, 0.785508394500291, 0.8076455536070316, 0.7734677888741884, 0.7871732021684519, 0.7948081951018862, 0.7916253066853949, 0.8103301533676917, 0.8071786367180634, 0.7935409677536404, 0.794789818353694, 0.7996948027202851, 0.782894295792122, 0.8063723758047171, 0.7959532955564673, 0.7778730332587662, 0.7943730558572477, 0.7928275511365586, 0.7830206401269637, 0.8020929632172754, 0.7640038868680131, 0.7872803689811285, 0.8058177501692585, 0.7803580153855982, 0.7999451890951205, 0.786126216536533, 0.7941688761919113, 0.7793684291830013, 0.784111231067788, 0.7781689791353464, 0.7989382040907997, 0.7898792997086346, 0.7839338751287761, 0.7953026616311039, 0.7759587921345682, 0.7711851608698836, 0.7933839101193545, 0.7656577062322185, 0.7738871499284417, 0.7897942450797071, 0.7946444048012834, 0.782776890850648, 0.7859936522124322, 0.7978276615537355, 0.7802267612238144, 0.776770411310511, 0.7788641742426818, 0.7994315170896693, 0.7719816488959728, 0.7766190814732121, 0.7855981750250791, 0.7947893209078407, 0.794056158615391, 0.793555613232909, 0.7964122465950039, 0.7794527762506996, 0.7634196392705336, 0.8003799570216594, 0.7726054684873558, 0.7997273169807951], "test_f1": [0.29630993290787105, 0.3763324504355597, 0.38308623664188457, 0.3807852965747702, 0.4051278680453455, 0.29926812833670247, 0.24979674796747967, 0.2695090439276486, 0.5865260837877471, 0.39354979636127907, 0.4872585009243273, 0.221250662427133, 0.3717770034843205, 0.2992732800266533, 0.4615949615370291, 0.5332615629984051, 0.38252741609713425, 0.45809914841849153, 0.504933504933505, 0.43294536471955825, 0.5533636991028295, 0.3456766917293233, 0.3201220532955912, 0.5341506484483557, 0.39101735633319906, 0.4196596975904687, 0.4075558182106462, 0.4800767404806035, 0.40684995340167757, 0.3180623973727422, 0.5143457991284078, 0.5196045788939624, 0.5415624063230109, 0.46269762845849804, 0.475101521537987, 0.5363212393534974, 0.5213783783783784, 0.5146393512590696, 0.4602367661578188, 0.5540081263765475, 0.5396739926739926, 0.49238208797032323, 0.5427902039971005, 0.46948636241545183, 0.4885251950242463, 0.5216219961668879, 0.47573563538475816, 0.5529147191110327, 0.5376229830775285, 0.5099206349206349, 0.5180799592564298, 0.5604788693023988, 0.5148108126650888, 0.5239202657807309, 0.5271702532572098, 0.5356802634507776, 0.5345312826951245, 0.5504101428482315, 0.4931785386330841, 0.5192371404017982, 0.4603051747014595, 0.5160303246804795, 0.5487017222742102, 0.5073161189358373, 0.5637580974740228, 0.4909807969336832, 0.5425324675324675, 0.5045631772445821, 0.5173261345616552, 0.4978965105779154, 0.5402532250358337, 0.5295148714079104, 0.5137257786092989, 0.5449171861445662, 0.49179137581472565, 0.48129514963880293, 0.5227304612445293, 0.46352277753206544, 0.48129514963880293, 0.5380998312032794, 0.5671747967479674, 0.539778206364513, 0.5283417912025722, 0.5436803989888639, 0.488567495535677, 0.5040436605641013, 0.5143262055026762, 0.5426964267325713, 0.503480447297029, 0.49352160272003537, 0.5089237320944637, 0.5352011494252874, 0.5343722345848497, 0.5509811975173421, 0.5396143074210455, 0.5107820547573868, 0.4502909530083443, 0.5575771113096587, 0.47917202917202917, 0.5489610963748894]}
\ No newline at end of file
diff --git a/density/saved/densenet121_224/fold3/model_acc.pth b/density/saved/densenet121_224/fold3/model_acc.pth
new file mode 100644
index 0000000000000000000000000000000000000000..d3f4cd4dd218813c034409d30ced9a7ceffb5f74
--- /dev/null
+++ b/density/saved/densenet121_224/fold3/model_acc.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d6c63917b705b8e01bd4dafc7d50b2b6c9b5500b8281bb93f83745a432384ae9
+size 29485451
diff --git a/density/saved/densenet121_224/fold3/model_auc.pth b/density/saved/densenet121_224/fold3/model_auc.pth
new file mode 100644
index 0000000000000000000000000000000000000000..02f1f6af5aa86ab1fb895b5b8994ba46942e174d
--- /dev/null
+++ b/density/saved/densenet121_224/fold3/model_auc.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e9e529ca90d86456355e33bfa2c30259f398339957ac201d75a838ab71b5d24b
+size 29485451
diff --git a/density/saved/densenet121_224/fold3/model_f1.pth b/density/saved/densenet121_224/fold3/model_f1.pth
new file mode 100644
index 0000000000000000000000000000000000000000..df41efdb833c79a7290cf5fa529620d2fdf58769
--- /dev/null
+++ b/density/saved/densenet121_224/fold3/model_f1.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:53b9c09b4936ad2560f5cae50041f0be0f32b009e03f958c9095065bc7e7a8bc
+size 29484716
diff --git a/density/saved/densenet121_224/fold3/model_loss.pth b/density/saved/densenet121_224/fold3/model_loss.pth
new file mode 100644
index 0000000000000000000000000000000000000000..0d4bf221cf4a10d36c9a927015f04c0798811818
--- /dev/null
+++ b/density/saved/densenet121_224/fold3/model_loss.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3be1f6d3797d899005609e27d9792716586b54270681da3e14ed3742f9f7ecee
+size 29486186
diff --git a/density/saved/densenet121_224/fold4/checkpoint.pth b/density/saved/densenet121_224/fold4/checkpoint.pth
new file mode 100644
index 0000000000000000000000000000000000000000..523be897fa12cf1211b36d3c0c83065f2272532a
--- /dev/null
+++ b/density/saved/densenet121_224/fold4/checkpoint.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4dc1bceb01bea1a30235a8f2033ed225e9b30d9b36ca8dbd82bba1aa4d98935c
+size 29486186
diff --git a/density/saved/densenet121_224/fold4/log.json b/density/saved/densenet121_224/fold4/log.json
new file mode 100644
index 0000000000000000000000000000000000000000..b0f5d8e89d18ccc6d639fce9b4c42e56ea643620
--- /dev/null
+++ b/density/saved/densenet121_224/fold4/log.json
@@ -0,0 +1 @@
+{"train_loss": [1.2296954708940842, 0.9068843091235441, 0.8989279129925896, 1.0223618079634273, 0.8557174433680141, 0.7931613080641803, 0.7744184977868024, 0.7696551014395321, 0.7684218708206626, 0.6950838671011084, 0.6510000053574058, 0.7403400785782758, 0.936115471755757, 0.7678002680049223, 0.7972511210862328, 0.543892643030952, 0.5239151830182356, 0.6199291173149558, 0.6846018661470974, 0.5079305697889889, 0.5421396423788631, 0.627282135626849, 0.4967824150534237, 0.4556537051411236, 0.6061525923364303, 0.38864785871085, 0.36692627738503847, 0.42414957723196817, 0.656644376761773, 0.4065518519457649, 0.33680912764633403, 0.25285769473103914, 0.22977212071418762, 0.22363228219396927, 0.29599952478619185, 0.19038168735363903, 0.17710226335946253, 0.19731789871173747, 0.20578799177618587, 0.1616310056518106, 0.24526522527722752, 0.27818340260316343, 0.3425812287365689, 0.16113799810409546, 0.167860647334772, 0.1478398856432999, 0.22869490634869127, 0.44003380944623666, 0.17274759249652133, 0.13548672790913022, 0.2145356375943212, 0.14520219406660864, 0.11426044145927709, 0.08200012859614457, 0.33260347957120223, 0.18533742811311693, 0.3327879796133322, 0.09754708420266123, 0.1251579422284575, 0.07732040566556594, 0.30183231501894836, 0.12447192530859919, 0.14893048892126365, 0.12036839269978158, 0.09268828536219456, 0.1010541021823883, 0.2709674650036237, 0.0920334424385253, 0.09405558490577866, 0.16267358829431675, 0.09230621685000027, 0.26667433012934294, 0.08696977377814405, 0.12215456848635393, 0.24569500193876379, 0.07958290090455729, 0.11768649091177127, 0.07167352177202702, 0.07079331894569538, 0.09029026778743547, 0.22055102808072286, 0.11900777073905748, 0.08355800380163333, 0.2567082113750717, 0.09880171836737324, 0.13835187716519132, 0.14206346968079314, 0.07158516336451559, 0.12042838663739316, 0.280336187714163, 0.07116667537347358, 0.08283561073681887, 0.10546708326129352, 0.074079334626303, 0.08498594230588745, 0.11423931303707992, 0.24166921909679384, 0.2510457183508312, 0.08964354369570227, 0.15288049453759894], "train_acc": [0.5126705653021443, 0.6120857699805068, 0.5769980506822612, 0.5828460038986355, 0.6159844054580896, 0.6666666666666666, 0.6647173489278753, 0.6783625730994152, 0.7076023391812866, 0.7134502923976608, 0.7290448343079922, 0.7660818713450293, 0.7153996101364523, 0.682261208576998, 0.7037037037037037, 0.8011695906432749, 0.7875243664717348, 0.7699805068226121, 0.7543859649122807, 0.7914230019493177, 0.8304093567251462, 0.7563352826510721, 0.7933723196881092, 0.7953216374269005, 0.8031189083820662, 0.8460038986354775, 0.8654970760233918, 0.8830409356725146, 0.8752436647173489, 0.8927875243664717, 0.8966861598440545, 0.9278752436647173, 0.9376218323586745, 0.9473684210526315, 0.9532163742690059, 0.9610136452241715, 0.9629629629629629, 0.9629629629629629, 0.9571150097465887, 0.9688109161793372, 0.9688109161793372, 0.9727095516569201, 0.9805068226120858, 0.9688109161793372, 0.9649122807017544, 0.9610136452241715, 0.9883040935672515, 0.9727095516569201, 0.9727095516569201, 0.9766081871345029, 0.9824561403508771, 0.9785575048732943, 0.9805068226120858, 0.98635477582846, 0.9727095516569201, 0.9824561403508771, 0.9922027290448343, 0.9922027290448343, 0.9902534113060428, 0.9961013645224172, 0.9883040935672515, 0.98635477582846, 0.9902534113060428, 0.9844054580896686, 0.9766081871345029, 0.9824561403508771, 0.9902534113060428, 0.9941520467836257, 0.9922027290448343, 0.9824561403508771, 0.9922027290448343, 0.9941520467836257, 0.9805068226120858, 0.9805068226120858, 0.9688109161793372, 0.9902534113060428, 0.98635477582846, 0.9902534113060428, 0.9902534113060428, 0.9883040935672515, 0.9805068226120858, 0.9844054580896686, 0.9883040935672515, 0.9961013645224172, 0.9844054580896686, 0.9844054580896686, 0.9922027290448343, 0.9941520467836257, 0.9785575048732943, 0.9805068226120858, 0.9941520467836257, 0.9902534113060428, 0.9844054580896686, 0.9883040935672515, 0.9941520467836257, 0.9902534113060428, 0.9844054580896686, 0.9902534113060428, 0.9883040935672515, 0.9883040935672515], "test_loss": [2.585616886615753, 1.836847871541977, 4.25078284740448, 1.5510652363300323, 1.7078901827335358, 1.1341299414634705, 1.8961079716682434, 1.4797938168048859, 1.3981503546237946, 1.6427894234657288, 2.3315783739089966, 3.0908586978912354, 2.1856495141983032, 1.811900109052658, 1.3093846142292023, 1.513913482427597, 1.6785454750061035, 2.1733228266239166, 1.6021157503128052, 1.2048313617706299, 2.7421845197677612, 1.7715500593185425, 2.1132149696350098, 2.443406641483307, 1.4710587859153748, 2.5279136300086975, 2.4365726113319397, 1.6819077134132385, 6.120557904243469, 1.8077666759490967, 1.6562173962593079, 1.50892972946167, 1.5921953320503235, 1.782332718372345, 1.9135634303092957, 1.8464290797710419, 1.7070518136024475, 1.8405354619026184, 1.7870742678642273, 1.739133894443512, 1.834469199180603, 2.0121260583400726, 1.989583045244217, 1.8087179064750671, 1.9748614132404327, 1.7874066233634949, 2.073196619749069, 1.8749479353427887, 1.7903423309326172, 1.8552308082580566, 1.7882813513278961, 1.8346505165100098, 1.7527287602424622, 1.922230839729309, 1.9991675913333893, 1.9612696170806885, 2.039190649986267, 1.9736101925373077, 2.0674408078193665, 2.0496309399604797, 2.1459192037582397, 2.2859042584896088, 2.3460699915885925, 1.9116624593734741, 1.9787127375602722, 1.9621711075305939, 2.2809295654296875, 1.9485816061496735, 2.0986500084400177, 2.274303376674652, 2.0745368003845215, 2.2673218846321106, 2.0863714814186096, 1.8513555228710175, 2.105437844991684, 2.0541862547397614, 2.0455162823200226, 2.042479306459427, 2.1758461594581604, 2.1123263239860535, 2.34509539604187, 2.0994538366794586, 2.0274166762828827, 2.17808997631073, 2.1581223607063293, 2.1297527551651, 2.163866102695465, 2.089422106742859, 2.11051943898201, 2.678568571805954, 2.0488739609718323, 2.184420585632324, 2.4881496727466583, 2.259333908557892, 2.093894749879837, 2.053401857614517, 2.292344093322754, 2.2679288387298584, 2.1056172847747803, 2.1884765028953552], "test_acc": [0.4140625, 0.5546875, 0.2265625, 0.4296875, 0.484375, 0.6015625, 0.5234375, 0.4609375, 0.4765625, 0.3984375, 0.3671875, 0.34375, 0.5078125, 0.5625, 0.5078125, 0.5546875, 0.484375, 0.421875, 0.53125, 0.5859375, 0.4921875, 0.5859375, 0.5078125, 0.4609375, 0.53125, 0.46875, 0.4921875, 0.484375, 0.3984375, 0.484375, 0.578125, 0.59375, 0.6015625, 0.5859375, 0.6015625, 0.5234375, 0.6015625, 0.5859375, 0.6015625, 0.59375, 0.515625, 0.5625, 0.4765625, 0.5703125, 0.515625, 0.5703125, 0.609375, 0.6015625, 0.5390625, 0.578125, 0.5859375, 0.5390625, 0.578125, 0.578125, 0.546875, 0.6015625, 0.53125, 0.609375, 0.5859375, 0.515625, 0.59375, 0.53125, 0.4609375, 0.5703125, 0.5625, 0.5859375, 0.5546875, 0.59375, 0.5546875, 0.5703125, 0.5625, 0.5546875, 0.59375, 0.5625, 0.578125, 0.5703125, 0.578125, 0.5703125, 0.5859375, 0.4765625, 0.4609375, 0.5859375, 0.5703125, 0.4921875, 0.5625, 0.6015625, 0.5859375, 0.5546875, 0.5703125, 0.4921875, 0.5859375, 0.5, 0.46875, 0.46875, 0.5546875, 0.6015625, 0.5859375, 0.5703125, 0.5703125, 0.53125], "test_auc": [0.6492927788831823, 0.6939536933008175, 0.6766756952865782, 0.718123906314768, 0.6947017481592055, 0.8101504076285544, 0.7261420673956691, 0.7484767265966422, 0.760836703222267, 0.6995958154212739, 0.6838328799840843, 0.7150198492824995, 0.6989575654748368, 0.7711616595223089, 0.7575655998111609, 0.7762010832333993, 0.7334049009457536, 0.7244547203984792, 0.7350183190796251, 0.8167390458419983, 0.7320691953450822, 0.7743498798536469, 0.7617745052163877, 0.7312590584581969, 0.7770697068516792, 0.7168450789132945, 0.7460416345934591, 0.7736435539837002, 0.6570851065047906, 0.7370239602729092, 0.7898567937579429, 0.7972448432202895, 0.7945701614955663, 0.7821913952922459, 0.7800556130563361, 0.7676998029328281, 0.7893254795903366, 0.7937100939586414, 0.7854681876177937, 0.7847690071848284, 0.7785475669986212, 0.7839802182824943, 0.770324984890878, 0.7871599491650519, 0.7606706925539523, 0.7808433167871149, 0.7763668657779947, 0.7793036298253597, 0.7771198980897024, 0.7902242727998703, 0.7921133478847864, 0.7885323097600759, 0.7926171049168432, 0.7857817137616265, 0.7837551878658819, 0.7889048106697569, 0.7779174430585021, 0.8022101479576799, 0.7916526638529701, 0.7737579109709841, 0.7885748198789118, 0.7712526105397448, 0.7642826129544567, 0.7842522293175269, 0.7821666819694382, 0.7894888412314947, 0.7698130440460141, 0.7959893883194498, 0.7784036984440658, 0.7816568079796501, 0.7843193315315782, 0.7717130461522153, 0.7911741874163212, 0.7973063872289791, 0.7830591911591757, 0.7854236772546099, 0.7800658547670533, 0.7829052514951405, 0.7882230964697099, 0.7719125656213324, 0.7605038657786031, 0.7847844863469864, 0.7846822512232063, 0.7734537955095067, 0.7857573305868408, 0.7904420129355769, 0.7864502578039215, 0.7850357321375641, 0.7901730823790832, 0.7401039308091995, 0.7933651791751416, 0.7768276715398786, 0.7593143479830164, 0.7677563528409778, 0.7838066602407698, 0.7944152472045096, 0.7844006110383608, 0.7789879323116194, 0.793291162487905, 0.774909055307197], "test_f1": [0.17106741573033707, 0.31629057964935825, 0.22042290781727403, 0.3478988603988604, 0.42809776012357936, 0.5021261794191361, 0.3042943950662072, 0.43010065814943865, 0.3027040314650934, 0.35004694835680755, 0.1956560922855083, 0.27590697061102043, 0.2914183222958058, 0.39689180407921576, 0.3857005101405997, 0.4177385435516212, 0.33814374646293155, 0.3617110858490169, 0.3321274763135228, 0.5694213029867747, 0.32699999999999996, 0.48416918904696493, 0.39240733135232203, 0.38205912334352704, 0.4858122141016878, 0.3184360849878091, 0.43312999807303204, 0.4705727696216827, 0.3072558820653949, 0.41082621082621085, 0.48747779599644736, 0.5128409258440219, 0.5553262936440506, 0.5091313522168228, 0.5261768080792275, 0.4800106326422116, 0.5392046435183877, 0.5282309337606209, 0.5128588516746412, 0.5118091331801009, 0.446540158870256, 0.4585382013460264, 0.45307917888563054, 0.5225106529928638, 0.44500000000000006, 0.5057739303022322, 0.509030235196135, 0.5220330237358102, 0.47333431700439377, 0.5277668251806182, 0.4984605911330049, 0.4968836303784692, 0.48318942961800104, 0.47423369627292444, 0.47327742811787327, 0.4976540250373922, 0.4599998018762321, 0.5224714247740563, 0.4799334344455679, 0.46809463555051156, 0.5093435582450465, 0.45566400832177534, 0.43375884010750176, 0.5101703821820931, 0.48922108896841465, 0.4981293985579206, 0.43267946474777597, 0.5063149155154821, 0.46023700792976496, 0.43980911330049255, 0.5155545797150334, 0.4311565222419243, 0.4864576640251303, 0.47065946812862347, 0.44454140757490107, 0.45138752025577017, 0.4739491691104595, 0.46940239797940364, 0.47494558889682725, 0.4464073129251701, 0.39214984012343956, 0.4922434051742389, 0.4590731720092185, 0.43678923589637875, 0.44536301006889245, 0.5087096035925198, 0.47953845829989994, 0.4860606060606061, 0.4680205415499533, 0.3973955507325013, 0.4862236486723491, 0.41700011558021266, 0.4139018733433627, 0.42506578947368423, 0.4672025513283764, 0.5183823529411764, 0.4680212717443608, 0.46193181818181817, 0.4732881104248929, 0.4685041407867495]}
\ No newline at end of file
diff --git a/density/saved/densenet121_224/fold4/model_acc.pth b/density/saved/densenet121_224/fold4/model_acc.pth
new file mode 100644
index 0000000000000000000000000000000000000000..9bb0238a338c6eea11a357bd02ee76510b0dbc8c
--- /dev/null
+++ b/density/saved/densenet121_224/fold4/model_acc.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ff35489e69703836ed9471ff0aacdff9e64b4e299a924709bcd8449324928623
+size 29485451
diff --git a/density/saved/densenet121_224/fold4/model_auc.pth b/density/saved/densenet121_224/fold4/model_auc.pth
new file mode 100644
index 0000000000000000000000000000000000000000..d0922943431cd3e2ac221107df4cc6802bf793f0
--- /dev/null
+++ b/density/saved/densenet121_224/fold4/model_auc.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a4005d5f54832ef7699f41c8532d0d452eabfab2cf0a95a5e7143722e90b178c
+size 29485451
diff --git a/density/saved/densenet121_224/fold4/model_f1.pth b/density/saved/densenet121_224/fold4/model_f1.pth
new file mode 100644
index 0000000000000000000000000000000000000000..8380a22b890fbefdc5eda4adaaa5230e567e4bf5
--- /dev/null
+++ b/density/saved/densenet121_224/fold4/model_f1.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a52013f8a133ae846b2c86730343c4915edadeb53886bce4ab40667a5ae2f1d8
+size 29484716
diff --git a/density/saved/densenet121_224/fold4/model_loss.pth b/density/saved/densenet121_224/fold4/model_loss.pth
new file mode 100644
index 0000000000000000000000000000000000000000..753b9343925cb0c04f786ae3c61dbf41d5c3a583
--- /dev/null
+++ b/density/saved/densenet121_224/fold4/model_loss.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d452bcc4455980db744c6b49cb7c1a11b169cacea2ffb3051e524acd6501b0e9
+size 29486186
diff --git a/density/saved/densenet121_512/fold0/checkpoint.pth b/density/saved/densenet121_512/fold0/checkpoint.pth
new file mode 100644
index 0000000000000000000000000000000000000000..93b9efa3b9832902b831bbb323cd51ef57155ce3
--- /dev/null
+++ b/density/saved/densenet121_512/fold0/checkpoint.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:eddc669fc60f53bc0fd30140501964c2ca82894cad428e83c2bdaf9366a0e955
+size 29486186
diff --git a/density/saved/densenet121_512/fold0/log.json b/density/saved/densenet121_512/fold0/log.json
new file mode 100644
index 0000000000000000000000000000000000000000..0ae681b9ffb222f889b73dcdb6307b6e9fe328df
--- /dev/null
+++ b/density/saved/densenet121_512/fold0/log.json
@@ -0,0 +1 @@
+{"train_loss": [1.2534980848431587, 1.0468393601477146, 0.9573257714509964, 0.9551413990557194, 0.8263275623321533, 0.8271277248859406, 0.7965761050581932, 0.7644321992993355, 0.779375646263361, 0.7549890577793121, 0.7606121450662613, 0.7647282220423222, 0.6702045761048794, 0.7047504521906376, 0.6667685061693192, 0.6879146173596382, 0.6027534529566765, 0.5842899028211832, 0.5442409832030535, 0.5449137985706329, 0.593305591493845, 0.5162811800837517, 0.5413643848150969, 0.5696798767894506, 0.43770015612244606, 0.40771815180778503, 0.45621589571237564, 0.4856620393693447, 0.4828038774430752, 0.39150613732635975, 0.37253608740866184, 0.25681249611079693, 0.2526717074215412, 0.19599157012999058, 0.1714465427212417, 0.15778336161747575, 0.14339632587507367, 0.1382337803952396, 0.12737063970416784, 0.1282319575548172, 0.10811874689534307, 0.10972339240834117, 0.1206359714269638, 0.1078617840539664, 0.09051310340873897, 0.09525984199717641, 0.09472225490026176, 0.07907740282826126, 0.06981641962192953, 0.062198738916777074, 0.07307984796352684, 0.060232064221054316, 0.06559777888469398, 0.07102004997432232, 0.06260738638229668, 0.05687648942694068, 0.06279072747565806, 0.04361752257682383, 0.05278911557979882, 0.053008528775535524, 0.03224161604885012, 0.056144225876778364, 0.04316938342526555, 0.03660940454574302, 0.04803303303197026, 0.04025575879495591, 0.04096799099352211, 0.04534912423696369, 0.032136605121195316, 0.036838085390627384, 0.03837475285399705, 0.05222588335163891, 0.039318394497968256, 0.04024647350888699, 0.0334472298854962, 0.05149257753510028, 0.03415513219079003, 0.06059996027033776, 0.03760724316816777, 0.04679657449014485, 0.04201352084055543, 0.03777624445501715, 0.03376588656101376, 0.03818091086577624, 0.0352085655904375, 0.03229620819911361, 0.033759361191187054, 0.03875794762279838, 0.03360174293629825, 0.035057522472925484, 0.03887141065206379, 0.0370718429912813, 0.03669738268945366, 0.031829342362470925, 0.03276783734327182, 0.039759200415574014, 0.041114312945865095, 0.03333193919388577, 0.03380982638918795, 0.031032445840537548], "train_acc": [0.423828125, 0.587890625, 0.572265625, 0.5703125, 0.654296875, 0.640625, 0.65234375, 0.701171875, 0.66015625, 0.66796875, 0.671875, 0.677734375, 0.71484375, 0.6953125, 0.73046875, 0.701171875, 0.755859375, 0.755859375, 0.7890625, 0.779296875, 0.75390625, 0.77734375, 0.779296875, 0.765625, 0.845703125, 0.833984375, 0.849609375, 0.798828125, 0.82421875, 0.85546875, 0.865234375, 0.90234375, 0.916015625, 0.94921875, 0.958984375, 0.962890625, 0.96875, 0.966796875, 0.96875, 0.96875, 0.978515625, 0.96875, 0.966796875, 0.978515625, 0.9765625, 0.98046875, 0.974609375, 0.986328125, 0.990234375, 0.9921875, 0.990234375, 0.994140625, 0.990234375, 0.982421875, 0.98828125, 0.994140625, 0.990234375, 0.998046875, 0.9921875, 0.9921875, 1.0, 0.990234375, 0.994140625, 0.998046875, 0.9921875, 0.998046875, 0.9921875, 0.994140625, 0.998046875, 0.99609375, 0.99609375, 0.9921875, 0.99609375, 0.9921875, 0.99609375, 0.986328125, 0.99609375, 0.984375, 0.9921875, 0.99609375, 0.994140625, 0.994140625, 0.99609375, 0.998046875, 0.99609375, 0.99609375, 0.99609375, 0.998046875, 0.99609375, 0.99609375, 0.994140625, 0.998046875, 0.99609375, 0.998046875, 1.0, 0.99609375, 0.994140625, 0.99609375, 0.99609375, 0.998046875], "test_loss": [1.058027696609497, 2.7996617794036864, 0.8801475882530212, 1.9091475188732148, 1.0646718502044679, 0.8753738701343536, 0.947244867682457, 4.893810129165649, 0.7243963658809662, 1.2931485295295715, 1.3995618414133788, 0.9108565926551819, 0.8796346962451935, 0.9070332169532775, 0.8173908710479736, 1.5435507476329804, 0.9302868828177452, 0.8829831272363663, 1.0102288126945496, 1.5086639881134034, 1.0658470526337624, 1.4130979299545288, 1.6845745727419854, 1.6977776527404784, 0.7984129324555397, 1.5062568232417106, 2.0161136904731394, 1.5187289476394654, 0.8767312288284301, 2.8068936586380007, 1.0182788617908956, 0.9585936911404133, 0.9200889587402343, 0.9456704169511795, 0.9792712919414044, 1.0328624721616506, 1.037444496154785, 1.0548961013555527, 1.075321552157402, 1.1104173921048641, 1.1146441273391248, 1.1241228088736535, 1.1453340776264667, 1.1436409026384353, 1.239980374276638, 1.2283476062119008, 1.1405718863010406, 1.1520268514752388, 1.308531479164958, 1.2944104567170143, 1.3211437039077283, 1.2331495448946952, 1.4023351401090622, 1.3981411263346673, 1.29790525957942, 1.2587768703699111, 1.4723816722631455, 1.425107043236494, 1.2669859208166598, 1.2297329872846603, 1.3571376293897628, 1.3636171951889993, 1.391183975338936, 1.3758193537592889, 1.3824801817536354, 1.361221121251583, 1.4029612720012665, 1.438654600083828, 1.3978006184101104, 1.383458176255226, 1.3834561482071877, 1.3821117162704468, 1.4162194073200225, 1.3809804394841194, 1.3849033489823341, 1.3930905267596245, 1.391622606664896, 1.379945021867752, 1.3927666448056697, 1.4249416150152683, 1.3778112806379794, 1.3437307208776474, 1.387817670404911, 1.392452948540449, 1.3993711069226265, 1.3817451849579812, 1.4310198321938514, 1.397988399118185, 1.4141747660934925, 1.3687335945665837, 1.406705141812563, 1.433934236317873, 1.3820184990763664, 1.4542656403034926, 1.3874946508556605, 1.3982772868126632, 1.3936665304005147, 1.4089833363890647, 1.439438983798027, 1.3907246224582195], "test_acc": [0.5038759689922481, 0.3643410852713178, 0.6356589147286822, 0.34108527131782945, 0.49612403100775193, 0.5736434108527132, 0.6201550387596899, 0.2248062015503876, 0.627906976744186, 0.4496124031007752, 0.4728682170542636, 0.5968992248062015, 0.6434108527131783, 0.5968992248062015, 0.627906976744186, 0.5426356589147286, 0.6434108527131783, 0.5968992248062015, 0.5813953488372093, 0.5503875968992248, 0.5348837209302325, 0.3875968992248062, 0.5193798449612403, 0.6046511627906976, 0.6046511627906976, 0.5271317829457365, 0.5348837209302325, 0.5658914728682171, 0.5968992248062015, 0.43410852713178294, 0.6434108527131783, 0.6356589147286822, 0.6666666666666666, 0.6511627906976745, 0.6434108527131783, 0.6434108527131783, 0.6356589147286822, 0.6511627906976745, 0.627906976744186, 0.6434108527131783, 0.6511627906976745, 0.6434108527131783, 0.6356589147286822, 0.6201550387596899, 0.627906976744186, 0.627906976744186, 0.6356589147286822, 0.6046511627906976, 0.6201550387596899, 0.6124031007751938, 0.6201550387596899, 0.6046511627906976, 0.5968992248062015, 0.6124031007751938, 0.6201550387596899, 0.6046511627906976, 0.6046511627906976, 0.6124031007751938, 0.627906976744186, 0.6046511627906976, 0.5968992248062015, 0.6124031007751938, 0.6046511627906976, 0.5891472868217055, 0.6046511627906976, 0.6124031007751938, 0.6201550387596899, 0.6201550387596899, 0.6201550387596899, 0.6201550387596899, 0.6124031007751938, 0.6046511627906976, 0.6201550387596899, 0.627906976744186, 0.627906976744186, 0.6124031007751938, 0.627906976744186, 0.6201550387596899, 0.6124031007751938, 0.6124031007751938, 0.6201550387596899, 0.6124031007751938, 0.6124031007751938, 0.6201550387596899, 0.6201550387596899, 0.627906976744186, 0.6201550387596899, 0.627906976744186, 0.6201550387596899, 0.627906976744186, 0.6124031007751938, 0.6124031007751938, 0.6124031007751938, 0.6201550387596899, 0.6201550387596899, 0.6124031007751938, 0.6124031007751938, 0.6124031007751938, 0.6124031007751938, 0.6201550387596899], "test_auc": [0.8071593288039625, 0.7205040422372546, 0.8382717599450974, 0.7286571412557662, 0.8469629352218973, 0.8504792839504876, 0.8370710146775661, 0.6733851984533068, 0.8619852218036631, 0.8434525705767228, 0.7507938709097031, 0.8437103200122864, 0.8132368921739372, 0.8527795053274154, 0.8606176064277669, 0.8213856255900183, 0.8519990814380896, 0.8456890711317885, 0.8329973814977873, 0.7958358192182377, 0.8096033414406225, 0.7917785006155511, 0.7928797198670006, 0.8336120059905489, 0.8505615054960811, 0.8141275810669164, 0.7549913782785456, 0.8237694103797707, 0.8396041869173407, 0.7569780858731078, 0.8299905054749944, 0.8472276100375852, 0.8495973274948945, 0.8465842478232171, 0.8423194310488576, 0.8393482686613076, 0.8429449635611471, 0.8401061274887192, 0.8379669662748708, 0.8433976373037075, 0.8390696529349941, 0.8340814818617511, 0.8389366938064845, 0.8369342091916676, 0.8247961670045874, 0.8304914559769017, 0.8436482095719614, 0.8405262220823827, 0.8340365028102338, 0.8332479761275603, 0.829232505787619, 0.8330961646536346, 0.8195951012383802, 0.8195524629273127, 0.8297189494739958, 0.8369252436310414, 0.8223382213806747, 0.8275603249346377, 0.8391945809326629, 0.8389464561062815, 0.8374293041448763, 0.8342323289731494, 0.8350222674248107, 0.8347530954787009, 0.8353814643824382, 0.834659194000977, 0.8336557546302819, 0.8317433260161747, 0.8358227957285569, 0.8333061032241817, 0.8332656378541321, 0.8334242468777651, 0.8307842020704922, 0.8321932337972692, 0.8318431089256155, 0.8332232386528531, 0.833419808204228, 0.8355189644840335, 0.8354479066188026, 0.8334956808390994, 0.8347844579496595, 0.837362463803039, 0.8332595618595899, 0.8342367146481249, 0.8321627784644778, 0.833100952835957, 0.8321759483428762, 0.8348501965905043, 0.8336455276686789, 0.8340051449172239, 0.8321691289598747, 0.8319611108388602, 0.8330059272957212, 0.8293203624360678, 0.8330343380461367, 0.831335684851918, 0.8326269358155939, 0.832939347896967, 0.8303571734690314, 0.8328377861022573], "test_f1": [0.2565340909090909, 0.26625691165974424, 0.3630201765447667, 0.12716763005780346, 0.2563186813186813, 0.5723710317460318, 0.38647715920443193, 0.16625866993064053, 0.48826530612244895, 0.44547794117647055, 0.2600262445665546, 0.5172940533293093, 0.4668166479190101, 0.5727660144733315, 0.5975253762731845, 0.42894736842105263, 0.5297575239957963, 0.49522644129428367, 0.4481052036199096, 0.5157295407295408, 0.4415806046615232, 0.41247424449151976, 0.35182291666666665, 0.4124278720055954, 0.5895294703247151, 0.4040569522220898, 0.3240167727009833, 0.4999225999345417, 0.5554808368495077, 0.3354519774011299, 0.5490022499134648, 0.5700757575757576, 0.595748504715896, 0.5633588761174968, 0.5482468443197756, 0.5580760368663594, 0.551933912658438, 0.5635481289413874, 0.5568818681318681, 0.5588897736723824, 0.5635284280936455, 0.5489762170196952, 0.5587797756855482, 0.5406979576022583, 0.5378577616077616, 0.5591234179943857, 0.5592809565635652, 0.526783641007779, 0.5203754578754578, 0.5166228070175438, 0.5227898019075569, 0.5195530012771392, 0.5049980040959422, 0.5175248138957816, 0.5503027065527065, 0.5361557302346776, 0.5054131054131055, 0.5149566695958449, 0.564050980837796, 0.5464886317273098, 0.512244309997119, 0.5357485835013925, 0.5195759049558326, 0.5082188399835459, 0.5195759049558326, 0.5350918525918527, 0.5424206920836134, 0.5424206920836134, 0.5424206920836134, 0.5413277335691129, 0.5336058466493249, 0.5280366275135745, 0.5321123321123321, 0.5586202205245212, 0.5586202205245212, 0.5350918525918527, 0.5586202205245212, 0.5424206920836134, 0.5350918525918527, 0.5251282051282051, 0.5491932859614704, 0.5435694941129724, 0.5336058466493249, 0.5424206920836134, 0.5424206920836134, 0.5586202205245212, 0.5424206920836134, 0.5479374201787994, 0.5424206920836134, 0.5586202205245212, 0.5363388543823326, 0.5251282051282051, 0.5336058466493249, 0.533146330060776, 0.5525560696613327, 0.5262709030100334, 0.5251282051282051, 0.5251282051282051, 0.5251282051282051, 0.5424206920836134]}
\ No newline at end of file
diff --git a/density/saved/densenet121_512/fold0/model_acc.pth b/density/saved/densenet121_512/fold0/model_acc.pth
new file mode 100644
index 0000000000000000000000000000000000000000..aa4b351e8fb34d5b2d229379428145bd5d1e00f5
--- /dev/null
+++ b/density/saved/densenet121_512/fold0/model_acc.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:10d001d8abee9b7c6bcfd62fcedfc20e050ab4715b6aaed0e6729c704ba6cc43
+size 29485451
diff --git a/density/saved/densenet121_512/fold0/model_auc.pth b/density/saved/densenet121_512/fold0/model_auc.pth
new file mode 100644
index 0000000000000000000000000000000000000000..12f3dbc14c1f3381c57dd22ea15c0f8a2e20465b
--- /dev/null
+++ b/density/saved/densenet121_512/fold0/model_auc.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8a8c96b86e2efd32a7dc19894784049e179543bc3c3f6890c31b51c82b912983
+size 29485451
diff --git a/density/saved/densenet121_512/fold0/model_f1.pth b/density/saved/densenet121_512/fold0/model_f1.pth
new file mode 100644
index 0000000000000000000000000000000000000000..dae52ab1e1b2a56e8ba6440ff80034b0a8364a09
--- /dev/null
+++ b/density/saved/densenet121_512/fold0/model_f1.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b41bf9ec3435c7ee7cdbf4397c86dc5a140f937aa27be8ba4019b4908b50bfec
+size 29484716
diff --git a/density/saved/densenet121_512/fold0/model_loss.pth b/density/saved/densenet121_512/fold0/model_loss.pth
new file mode 100644
index 0000000000000000000000000000000000000000..1ae4422ca120cba5832ba62567d9c8642f37d758
--- /dev/null
+++ b/density/saved/densenet121_512/fold0/model_loss.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:217f73b673cfa051214581875064933a209edd64a2bf61740c89d30f0f4080d2
+size 29486186
diff --git a/density/saved/densenet121_512/fold1/checkpoint.pth b/density/saved/densenet121_512/fold1/checkpoint.pth
new file mode 100644
index 0000000000000000000000000000000000000000..014b5310c674947e117a421bd4bb7d838962009f
--- /dev/null
+++ b/density/saved/densenet121_512/fold1/checkpoint.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0ea16a5af6ab3aeeb96f248305699a51242143d1afeaea2b42d2ee3459129d3b
+size 29486186
diff --git a/density/saved/densenet121_512/fold1/log.json b/density/saved/densenet121_512/fold1/log.json
new file mode 100644
index 0000000000000000000000000000000000000000..67cfb9aa7913b01e4bba1272dbfc600bedaf1f7c
--- /dev/null
+++ b/density/saved/densenet121_512/fold1/log.json
@@ -0,0 +1 @@
+{"train_loss": [1.2794378364787382, 1.020596139571246, 1.0218895042643827, 1.1353697776794434, 1.016207540736479, 0.8980004156337065, 0.9296008874388302, 0.9146963708540973, 0.9751552518676309, 0.916420438710381, 0.8876984084353727, 0.8158532942042631, 0.7557711864218992, 0.8587605006554547, 0.9083579182624817, 0.8341175072333392, 0.7909626329646391, 0.7129263667499318, 0.7197855570737053, 0.8600596732953015, 0.9141646833980784, 0.8830003598157097, 0.8099110126495361, 0.8433250644627739, 0.7880210701157065, 0.7636500912554124, 0.8202815581770504, 0.7050518884378321, 0.7043151154237635, 0.7098626511938432, 0.5888050373862771, 0.6176824148963479, 0.5950914305799148, 0.5697599631898543, 0.8057348062010372, 0.612631000140134, 0.5915278704727397, 0.5075764130143559, 0.5322174920755274, 0.4913017749786377, 0.7828940977068508, 0.7770141257959253, 0.47071517565671134, 0.49631582989412193, 0.45498474205241485, 0.6450755701345556, 0.4677937889800352, 0.4442959305118112, 0.4599564005346859, 0.4886629739228417, 0.39130839530159445, 0.3681306567262201, 0.46177565700867595, 0.44871780276298523, 0.350377149441663, 0.35350267413784475, 0.4088716498192619, 0.61890869456179, 0.3884829300291398, 0.37114635460516987, 0.31183823592522564, 0.4019392255474539, 0.33516821002258973, 0.41240618772366466, 0.4954673376153497, 0.33753013610839844, 0.3687259151655085, 0.5198279286132139, 0.5177804179051343, 0.3075897430672365, 0.32431737026747537, 0.3476597447605694, 0.387583876357359, 0.2946927573751001, 0.33829446136951447, 0.299769343698726, 0.28521372816141916, 0.3237719790023916, 0.28338785469532013, 0.2776506183778538, 0.4308565968976301, 0.2791752438334858, 0.3331831728710848, 0.30282030649044933, 0.508152037858963, 0.3708789874525631, 0.5781501023208394, 0.38399213377167196, 0.381265294025926, 0.4762244022944394, 0.2707688720787273, 0.2929322351427639, 0.2693966565763249, 0.3030508914414574, 0.2616739834056181, 0.2745790350086549, 0.5160524433150011, 0.27454867433099184, 0.3790549495640923, 0.30447382786694693], "train_acc": [0.44639376218323584, 0.5594541910331384, 0.530214424951267, 0.49707602339181284, 0.52046783625731, 0.6023391812865497, 0.6042884990253411, 0.6198830409356725, 0.6276803118908382, 0.6062378167641326, 0.645224171539961, 0.6647173489278753, 0.6530214424951267, 0.6198830409356725, 0.6023391812865497, 0.5984405458089669, 0.645224171539961, 0.6764132553606238, 0.695906432748538, 0.672514619883041, 0.6042884990253411, 0.6159844054580896, 0.6140350877192983, 0.6861598440545809, 0.6978557504873294, 0.645224171539961, 0.6764132553606238, 0.7407407407407407, 0.7017543859649122, 0.6900584795321637, 0.7660818713450293, 0.7914230019493177, 0.7797270955165692, 0.7738791423001949, 0.7953216374269005, 0.7777777777777778, 0.7894736842105263, 0.7992202729044834, 0.7953216374269005, 0.8206627680311891, 0.8245614035087719, 0.8089668615984406, 0.8323586744639376, 0.8323586744639376, 0.8440545808966862, 0.8440545808966862, 0.8226120857699805, 0.8187134502923976, 0.8362573099415205, 0.8635477582846004, 0.8810916179337231, 0.8596491228070176, 0.8830409356725146, 0.8771929824561403, 0.8810916179337231, 0.8908382066276803, 0.9161793372319688, 0.8830409356725146, 0.8615984405458089, 0.8791423001949318, 0.898635477582846, 0.8908382066276803, 0.8869395711500975, 0.8966861598440545, 0.9064327485380117, 0.9142300194931774, 0.9200779727095516, 0.9122807017543859, 0.8908382066276803, 0.898635477582846, 0.9083820662768031, 0.9025341130604289, 0.9103313840155945, 0.9083820662768031, 0.9317738791423001, 0.9317738791423001, 0.9220272904483431, 0.9161793372319688, 0.9200779727095516, 0.9317738791423001, 0.8947368421052632, 0.9181286549707602, 0.9317738791423001, 0.9103313840155945, 0.9395711500974658, 0.9181286549707602, 0.9376218323586745, 0.9278752436647173, 0.9142300194931774, 0.9181286549707602, 0.9220272904483431, 0.9122807017543859, 0.9298245614035088, 0.898635477582846, 0.9278752436647173, 0.9181286549707602, 0.9064327485380117, 0.9376218323586745, 0.9161793372319688, 0.9025341130604289], "test_loss": [2.2504953742027283, 2.4822986721992493, 2.1088528633117676, 1.2832126319408417, 1.2292228639125824, 0.9722734987735748, 1.8177666366100311, 6.7435925006866455, 0.8588949888944626, 0.898146852850914, 0.8061372190713882, 0.8047627359628677, 1.842968076467514, 1.3970878422260284, 1.1888081729412079, 0.9555014967918396, 1.0258065462112427, 1.3602519631385803, 3.3230558335781097, 1.320944458246231, 0.9950059354305267, 0.999070018529892, 0.9596126228570938, 1.8567358255386353, 2.7511757612228394, 1.3785779774188995, 1.8372965157032013, 0.9565620869398117, 1.2740853652358055, 1.5618857145309448, 1.0037547498941422, 0.9411747008562088, 0.9038332402706146, 0.839203417301178, 1.0102584213018417, 1.0791230201721191, 0.8669784814119339, 0.9503028243780136, 0.899601936340332, 0.892145574092865, 0.9350835233926773, 0.95069819688797, 0.9057864099740982, 0.8805113285779953, 0.9923783466219902, 0.9526950567960739, 0.9673608541488647, 0.9326765835285187, 0.9537904262542725, 1.0197236612439156, 0.9675850570201874, 1.0496491938829422, 1.0681642442941666, 1.0024823695421219, 1.0014601051807404, 1.0795006155967712, 1.2533276975154877, 1.2005438804626465, 0.9870540276169777, 1.0375922173261642, 1.029033899307251, 1.1012266129255295, 1.0165516436100006, 1.1778969168663025, 1.2680762112140656, 1.042444497346878, 1.0437362045049667, 1.2416070848703384, 1.2057088613510132, 0.9701786041259766, 1.0089839547872543, 1.0514667183160782, 1.1946142613887787, 1.0563326925039291, 1.040589615702629, 1.0539721846580505, 1.0420697629451752, 1.2235234677791595, 1.0921772122383118, 1.0691789239645004, 1.1674695909023285, 1.0463313162326813, 1.098554104566574, 1.0777895152568817, 1.2747952044010162, 1.0747546702623367, 1.4342825710773468, 1.3541058152914047, 1.168094426393509, 1.109608918428421, 1.1141047477722168, 1.1388800293207169, 1.0550242364406586, 1.1646118015050888, 1.1374458521604538, 1.1504157185554504, 1.2582121789455414, 1.0724747478961945, 1.1803488284349442, 1.0468123704195023], "test_acc": [0.2734375, 0.4140625, 0.3046875, 0.3203125, 0.4921875, 0.5390625, 0.3515625, 0.1484375, 0.625, 0.625, 0.6953125, 0.6640625, 0.328125, 0.375, 0.4765625, 0.6015625, 0.6171875, 0.46875, 0.1875, 0.5859375, 0.5390625, 0.6015625, 0.546875, 0.34375, 0.125, 0.4609375, 0.3359375, 0.5390625, 0.5859375, 0.4140625, 0.640625, 0.6640625, 0.6640625, 0.6640625, 0.6328125, 0.578125, 0.65625, 0.6796875, 0.6640625, 0.6328125, 0.65625, 0.625, 0.640625, 0.640625, 0.6484375, 0.609375, 0.65625, 0.640625, 0.6640625, 0.625, 0.609375, 0.6328125, 0.6171875, 0.640625, 0.6015625, 0.6484375, 0.5546875, 0.609375, 0.6328125, 0.625, 0.6171875, 0.609375, 0.609375, 0.6015625, 0.5390625, 0.6484375, 0.6328125, 0.5703125, 0.609375, 0.6328125, 0.609375, 0.6484375, 0.609375, 0.6015625, 0.6171875, 0.6015625, 0.625, 0.609375, 0.5859375, 0.59375, 0.59375, 0.625, 0.609375, 0.625, 0.5859375, 0.609375, 0.546875, 0.59375, 0.609375, 0.640625, 0.609375, 0.6171875, 0.609375, 0.59375, 0.59375, 0.59375, 0.5859375, 0.6171875, 0.59375, 0.59375], "test_auc": [0.21447738433773442, 0.4475641278046923, 0.7335185078949582, 0.7736839511084216, 0.8169066184971265, 0.8153369540445488, 0.5792660974128259, 0.6394853460126851, 0.84891369554011, 0.847298763810439, 0.8641521988769506, 0.8552963811250545, 0.6850908086850186, 0.8089941389886981, 0.8108646244509188, 0.8122047874329004, 0.8151348368512812, 0.7869801757339973, 0.5891676269307229, 0.7806086578754813, 0.7996901797485225, 0.820690795937771, 0.8362618276025093, 0.7485210460595554, 0.6551271198432161, 0.7075752669866937, 0.7292523658179771, 0.8415686022629802, 0.7910479057801152, 0.7880753988497939, 0.8380810969164907, 0.8426962708936744, 0.8396786057988301, 0.8586356206452358, 0.8401355905379658, 0.8254834067409762, 0.8518490874145428, 0.8497777522107619, 0.8596175619466377, 0.848539103424989, 0.8494359586903505, 0.8403253218095013, 0.8380240154907147, 0.8475642991961644, 0.8429782516399189, 0.8427126940827679, 0.8344955283020978, 0.8425432852947355, 0.8490356100706719, 0.8332944212901482, 0.8385082615460995, 0.8408389749824403, 0.8368106818633114, 0.8399953135721112, 0.838673844053994, 0.8357635365971539, 0.8222745980349223, 0.8329864794087286, 0.8468909324391276, 0.8280928490684634, 0.8343116323945351, 0.8249805615622392, 0.8326439918459817, 0.8262904221933667, 0.8154070194419965, 0.8285427185868802, 0.8314990865441303, 0.815986519095446, 0.8201594173305387, 0.8446132657371898, 0.8383088859623831, 0.834655552454137, 0.8204315050276131, 0.8261572120484056, 0.8280964129587329, 0.83146093860642, 0.831274255391768, 0.8139733643503451, 0.8241236588516182, 0.8293412572979643, 0.8140382255453561, 0.8331684903398091, 0.8244498121227226, 0.8256426477803849, 0.8198689374246618, 0.8229336929725576, 0.8019698774183888, 0.8174503346095927, 0.8191786450136095, 0.8322346673377368, 0.8234365325088515, 0.8248020955014899, 0.8317138207308676, 0.8205465549500264, 0.824593831424276, 0.8254601482395608, 0.8188123174479418, 0.8324867811111913, 0.8135747621040939, 0.8275704490725091], "test_f1": [0.13000828958275767, 0.1464088397790055, 0.23868253395840847, 0.24760932181199266, 0.2484375, 0.40430016311602224, 0.2074712643678161, 0.06551724137931035, 0.5284924502034697, 0.41820887445887445, 0.6291416895372911, 0.6060593971631206, 0.2637868637868638, 0.38592717896177375, 0.351013298295907, 0.5142901813633521, 0.5525019493963593, 0.38100379186854855, 0.1186884236453202, 0.5500978260869565, 0.3673539518900344, 0.5179304430949168, 0.5269772431486202, 0.2661586876277797, 0.10021799712333693, 0.30327963176064443, 0.27086726832489544, 0.5170300444236614, 0.4693770761677984, 0.312929941990183, 0.5938893961132125, 0.6157646527445666, 0.5969749036759346, 0.5936017432558398, 0.5838898490964556, 0.5166273750879662, 0.5872115336060193, 0.5880209697400482, 0.5903784820936793, 0.5593434343434344, 0.5937395985021843, 0.5720320723889346, 0.5730729626360694, 0.5594000075852391, 0.5405845663997838, 0.5364413364413364, 0.5948002798272048, 0.5672441325014854, 0.5689068004697342, 0.5507204116638079, 0.5535554221688676, 0.5452528379772962, 0.5607002258181, 0.573619757536042, 0.5629039677975849, 0.5559125866715111, 0.5224200573646387, 0.5630216189039718, 0.5584410889862017, 0.5641422766905358, 0.5643824095247363, 0.5514488981433281, 0.5530632859204287, 0.5583485269534046, 0.5095169654289372, 0.5814431913116124, 0.5696472301107132, 0.5345222738218094, 0.5604943330491283, 0.5674242424242424, 0.5412957381896721, 0.5698108475787391, 0.5551925418188489, 0.5386768650660538, 0.5376197780007202, 0.5384707100087784, 0.5534623943035158, 0.5602027092326526, 0.5257857733664185, 0.530777193820672, 0.5407215983738629, 0.5428949357520786, 0.5577494177262209, 0.5659116389274157, 0.5370904558404559, 0.5508184456263481, 0.5098659420289855, 0.5386059726226726, 0.5309328590663371, 0.5736034798534799, 0.5329110555974576, 0.5337453482190324, 0.5413715105373497, 0.5144828552471382, 0.5120852187028657, 0.5144828552471382, 0.5265887025595763, 0.550989450580572, 0.5489831232865289, 0.5331574640365234]}
\ No newline at end of file
diff --git a/density/saved/densenet121_512/fold1/model_acc.pth b/density/saved/densenet121_512/fold1/model_acc.pth
new file mode 100644
index 0000000000000000000000000000000000000000..d39c34cb0ea6f12bb18bb74ef60ff336b6c128d0
--- /dev/null
+++ b/density/saved/densenet121_512/fold1/model_acc.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:800c399a09b7e0e8658ae89f1e5b5b1c1bb2a78c501e9f2c82ac15ca432c2c87
+size 29485451
diff --git a/density/saved/densenet121_512/fold1/model_auc.pth b/density/saved/densenet121_512/fold1/model_auc.pth
new file mode 100644
index 0000000000000000000000000000000000000000..dfe4e72937692e8e47bf35fa1653a8e1e0e2d6d3
--- /dev/null
+++ b/density/saved/densenet121_512/fold1/model_auc.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1d8d3f8918ea1b5332f96293427bf0d7b43e78628f316fa08b0b71efea73249f
+size 29485451
diff --git a/density/saved/densenet121_512/fold1/model_f1.pth b/density/saved/densenet121_512/fold1/model_f1.pth
new file mode 100644
index 0000000000000000000000000000000000000000..c6f69dd206f3f3670f26094e5141a3e0ed0d8ce7
--- /dev/null
+++ b/density/saved/densenet121_512/fold1/model_f1.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:442cdb7d5d89d0370e231404b70e00cc62e068ba9a972a62c0ef9501faaf6b33
+size 29484716
diff --git a/density/saved/densenet121_512/fold1/model_loss.pth b/density/saved/densenet121_512/fold1/model_loss.pth
new file mode 100644
index 0000000000000000000000000000000000000000..154c505fef683c1980803daba256c114fec143de
--- /dev/null
+++ b/density/saved/densenet121_512/fold1/model_loss.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4235e5ea69913bd649f80e3fe50f73b660ec968bce6cb6b3fa5c8a40c4489526
+size 29486186
diff --git a/density/saved/densenet121_512/fold2/checkpoint.pth b/density/saved/densenet121_512/fold2/checkpoint.pth
new file mode 100644
index 0000000000000000000000000000000000000000..a5dd70d1f00d48a30b71bc586a6563df0e907769
--- /dev/null
+++ b/density/saved/densenet121_512/fold2/checkpoint.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1981fb93718578de75db169149ea30535f93064b2a9d18247fd655fe4a750a70
+size 29486186
diff --git a/density/saved/densenet121_512/fold2/log.json b/density/saved/densenet121_512/fold2/log.json
new file mode 100644
index 0000000000000000000000000000000000000000..17ad1debe006655c4dc5bce8b16765a2587c7160
--- /dev/null
+++ b/density/saved/densenet121_512/fold2/log.json
@@ -0,0 +1 @@
+{"train_loss": [1.2507035732269287, 1.0392109366024243, 1.0312871932983398, 1.0364712020930122, 0.9827443571651683, 0.9419983099488651, 0.9107661001822528, 0.936463871422936, 0.8993530904545504, 0.8685575302909402, 0.8984682314536151, 0.8362710966783411, 0.8256358153679791, 0.9703905827858869, 0.8463329497505637, 0.825029920129215, 0.7943544037201825, 0.803526808233822, 0.7359756704638986, 0.8620365963262671, 0.8494167538250194, 0.7608416746644413, 0.7785103513913996, 0.9258100670926711, 0.8405198034118203, 0.7142275782192454, 0.7171598532620598, 0.7389623820781708, 0.8246459435014164, 0.7508150374188143, 0.6469293745125041, 0.571083607042537, 0.5107525429304909, 0.5874973097268272, 0.6726019557784585, 0.5409444062148824, 0.49813912195317883, 0.47824498835731954, 0.43589505202629986, 0.43701088077881756, 0.6467078608625075, 0.5661783270976123, 0.7650474502759821, 0.4605216401464799, 0.4336970378370846, 0.5996310903745539, 0.3650970362565097, 0.3963254514862509, 0.3759891408331254, 0.3820127371479483, 0.3121255346957375, 0.3006203630391289, 0.2902442637611838, 0.28818664831273694, 0.25719866945463066, 0.25856053566231446, 0.448790249579093, 0.5127256074372459, 0.27757856600424824, 0.2457961264778586, 0.5118076590930715, 0.30914803638177757, 0.2678113658638561, 0.35181711701785817, 0.238120618111947, 0.2626597587676609, 0.4590335041284561, 0.24566965506357305, 0.3855363560073516, 0.22099422707277186, 0.2394347633509075, 0.33183638576199026, 0.26228619498365063, 0.2769840631414862, 0.3393111421781428, 0.25620214158997817, 0.23130517058512745, 0.2818003016359666, 0.2250888268737232, 0.2294383250615176, 0.2947540537399404, 0.22387755004798665, 0.21942761715720682, 0.24517412045422723, 0.361125648021698, 0.2181644939324435, 0.1898120483931373, 0.21865783719455495, 0.2690470656927894, 0.3665631693952224, 0.24367307696272344, 0.1846639715573367, 0.22591402031042995, 0.239304698565427, 0.22850138124297648, 0.22632141498958364, 0.27706624436027866, 0.5082244982614237, 0.25428739102447734, 0.4755286933744655], "train_acc": [0.4580896686159844, 0.5224171539961013, 0.5672514619883041, 0.5516569200779727, 0.5516569200779727, 0.5672514619883041, 0.5672514619883041, 0.5886939571150097, 0.6198830409356725, 0.6003898635477583, 0.6276803118908382, 0.6510721247563352, 0.6413255360623782, 0.6491228070175439, 0.6627680311890838, 0.6549707602339181, 0.6588693957115009, 0.6491228070175439, 0.6803118908382066, 0.6627680311890838, 0.6432748538011696, 0.6842105263157895, 0.6764132553606238, 0.6842105263157895, 0.6705653021442495, 0.6998050682261209, 0.7290448343079922, 0.7173489278752436, 0.6881091617933723, 0.6920077972709552, 0.723196881091618, 0.7816764132553606, 0.8245614035087719, 0.8226120857699805, 0.8187134502923976, 0.8167641325536062, 0.8148148148148148, 0.8499025341130604, 0.8538011695906432, 0.8674463937621832, 0.8401559454191033, 0.8538011695906432, 0.8596491228070176, 0.8538011695906432, 0.8771929824561403, 0.8927875243664717, 0.8830409356725146, 0.9064327485380117, 0.898635477582846, 0.8810916179337231, 0.9122807017543859, 0.8966861598440545, 0.9142300194931774, 0.9220272904483431, 0.9415204678362573, 0.9434697855750487, 0.9337231968810916, 0.9083820662768031, 0.9142300194931774, 0.9317738791423001, 0.9239766081871345, 0.9259259259259259, 0.935672514619883, 0.9200779727095516, 0.9376218323586745, 0.9376218323586745, 0.9337231968810916, 0.9415204678362573, 0.935672514619883, 0.935672514619883, 0.9395711500974658, 0.9220272904483431, 0.935672514619883, 0.9259259259259259, 0.9259259259259259, 0.9376218323586745, 0.935672514619883, 0.9220272904483431, 0.9551656920077972, 0.9259259259259259, 0.9298245614035088, 0.9376218323586745, 0.9590643274853801, 0.9317738791423001, 0.9415204678362573, 0.949317738791423, 0.9551656920077972, 0.9415204678362573, 0.9415204678362573, 0.9376218323586745, 0.9512670565302144, 0.9454191033138402, 0.9473684210526315, 0.9473684210526315, 0.9337231968810916, 0.9395711500974658, 0.9278752436647173, 0.9473684210526315, 0.935672514619883, 0.9337231968810916], "test_loss": [1.4673381745815277, 1.1797367632389069, 0.9957350939512253, 1.548871099948883, 0.8051216155290604, 1.1279080957174301, 0.8987433463335037, 1.5323755145072937, 1.2531774938106537, 0.8648264557123184, 0.8474648892879486, 0.8126118183135986, 1.4719202816486359, 1.190269485116005, 1.899814486503601, 1.230248510837555, 0.8987991660833359, 1.3627881407737732, 0.8019962757825851, 0.9820594638586044, 1.3321654796600342, 2.4184476137161255, 1.401188224554062, 0.833960697054863, 1.7657870948314667, 1.4482363164424896, 2.30159392952919, 0.8652313947677612, 2.595384418964386, 0.7967163771390915, 0.7530694901943207, 0.8106265515089035, 0.6731333136558533, 0.6992387920618057, 0.6749265640974045, 0.7700021713972092, 0.810642346739769, 0.6791190057992935, 0.6973465085029602, 0.7671777755022049, 0.7914777249097824, 0.7287458330392838, 0.9835232049226761, 0.8620079010725021, 0.7907511293888092, 0.8944734483957291, 0.8907904028892517, 0.8382863998413086, 0.8640229105949402, 0.8123028576374054, 0.8871762752532959, 0.9426979720592499, 0.8409146964550018, 0.9681798368692398, 1.0577395856380463, 1.1265508830547333, 1.2558504343032837, 1.3023087307810783, 0.9802011400461197, 1.093949869275093, 0.9488776624202728, 0.9463701397180557, 1.0065565258264542, 0.9873035401105881, 0.9580184519290924, 0.9462375342845917, 1.239447683095932, 0.9797871261835098, 0.9830316007137299, 0.9785864502191544, 1.1494180560112, 1.1222828030586243, 0.9826952219009399, 0.9163784384727478, 0.9415402114391327, 0.8900878578424454, 0.977763369679451, 0.9065906852483749, 0.9471968561410904, 1.117015779018402, 1.2309730052947998, 0.9998906999826431, 0.9000448435544968, 1.040698304772377, 1.0807305425405502, 1.0298330187797546, 0.9787321090698242, 1.2177166491746902, 1.0049377381801605, 0.9561963379383087, 0.913348987698555, 1.0425249487161636, 0.9474121630191803, 1.092128574848175, 1.1419941633939743, 1.1526277959346771, 0.9995346814393997, 1.3020815551280975, 0.9739996939897537, 1.1934369504451752], "test_acc": [0.453125, 0.484375, 0.5, 0.203125, 0.6484375, 0.59375, 0.6875, 0.3828125, 0.3359375, 0.640625, 0.6015625, 0.6015625, 0.265625, 0.4921875, 0.15625, 0.3828125, 0.609375, 0.3515625, 0.6796875, 0.5703125, 0.4140625, 0.1796875, 0.4296875, 0.65625, 0.25, 0.453125, 0.234375, 0.671875, 0.21875, 0.7109375, 0.6953125, 0.6640625, 0.71875, 0.71875, 0.7265625, 0.671875, 0.6796875, 0.71875, 0.75, 0.7109375, 0.71875, 0.71875, 0.6328125, 0.6953125, 0.7265625, 0.6484375, 0.6953125, 0.671875, 0.6875, 0.6875, 0.6484375, 0.6328125, 0.7109375, 0.6640625, 0.65625, 0.625, 0.6015625, 0.625, 0.6875, 0.6640625, 0.6875, 0.6953125, 0.6875, 0.6953125, 0.6796875, 0.671875, 0.6328125, 0.6640625, 0.6953125, 0.703125, 0.6484375, 0.703125, 0.6796875, 0.6953125, 0.6796875, 0.6796875, 0.6953125, 0.6796875, 0.6875, 0.671875, 0.625, 0.6796875, 0.7109375, 0.6796875, 0.6640625, 0.6953125, 0.671875, 0.5859375, 0.6640625, 0.671875, 0.6640625, 0.6796875, 0.6796875, 0.6875, 0.625, 0.6484375, 0.640625, 0.6015625, 0.6796875, 0.6640625], "test_auc": [0.7626208320043584, 0.7804486688967134, 0.8227195738175455, 0.7069212197138542, 0.879930567355907, 0.7405489185294991, 0.8795002001745413, 0.7936487323318805, 0.7613564630223204, 0.8793331810536151, 0.8654074446055491, 0.8864377395738916, 0.753770616156141, 0.8741936470584044, 0.6753850915123559, 0.7962206154636159, 0.8827519459833173, 0.774265372097759, 0.8778378418178898, 0.855674026430531, 0.8108347115107137, 0.7105972888281553, 0.8437855566832165, 0.8904379154877575, 0.7383170807264534, 0.8460756505976939, 0.720593984328393, 0.8657320539651959, 0.7285562664216635, 0.8808308070603441, 0.8918587151860199, 0.8862591748931561, 0.9180315140533503, 0.9102292499664462, 0.9206135185924087, 0.9035375314823568, 0.9018237353822462, 0.9193443574246278, 0.918150872017104, 0.9059503404128844, 0.913920306753488, 0.9003968663066748, 0.8823092252218505, 0.8968963890986753, 0.9059871362723635, 0.8895448310772488, 0.8992963346427008, 0.9024446105434502, 0.8949466233144159, 0.9006809169885616, 0.8954634185947694, 0.8897856811013962, 0.9065736305491942, 0.8840892142706783, 0.8882235376620888, 0.8824889146984929, 0.8708382963928485, 0.8698664416258806, 0.8877702335962138, 0.8866545300357775, 0.895207038204341, 0.8960909073596978, 0.894425283059274, 0.8810519530893921, 0.893270712167636, 0.8984786867803163, 0.872456142173605, 0.8927774900264567, 0.8977028353226908, 0.892038030195201, 0.877451295579156, 0.8859643263879531, 0.896160569845876, 0.8979775911792706, 0.9002763033358385, 0.8975063630371671, 0.8926208084482481, 0.902664985536303, 0.9021355303795252, 0.884259312659055, 0.8720349694560302, 0.8917750482968265, 0.9024011872843701, 0.8962798618123876, 0.8927413510736507, 0.8909515250633847, 0.8925069655184119, 0.87381509947363, 0.9000652296342387, 0.8991830138937483, 0.8980606062342136, 0.8905860685110059, 0.8934640752249678, 0.8828344634669901, 0.8778213985826575, 0.8815931538879909, 0.8953067935935888, 0.8672700657413693, 0.8958319250948779, 0.880296949514036], "test_f1": [0.2092600513259196, 0.27458492975734355, 0.39250279262951526, 0.16750768305000968, 0.5052780736457699, 0.4559635854341737, 0.5542822109036031, 0.3363145159735477, 0.30297829554122463, 0.6359747706422019, 0.4557290000771347, 0.6090895105591385, 0.22175230214867211, 0.3491573421743335, 0.12722794357937134, 0.37104123946229206, 0.6069236713252941, 0.36219459092974693, 0.6743134913866621, 0.4412489748206525, 0.42255331732943674, 0.15263157894736842, 0.4294488651365205, 0.5364122753886533, 0.20933734939759036, 0.21574074074074073, 0.18816095115838377, 0.5826770451770451, 0.15150502402795982, 0.6781935029804962, 0.6748176576518063, 0.6442042606516292, 0.7112774171453478, 0.6928194632758563, 0.7064552076538377, 0.6514158245224605, 0.6511983944954128, 0.6972950835845015, 0.724891640866873, 0.6895424836601307, 0.6867367811523492, 0.6853321256038648, 0.6085122426199919, 0.652682051771594, 0.6973324449800028, 0.6242965620827771, 0.666602935631963, 0.6408220633572747, 0.6489620054837446, 0.6442930126908079, 0.6298326370145796, 0.6183222717876183, 0.6736443381180223, 0.6401988503473037, 0.6176187536138142, 0.6054671794020546, 0.5577138331132028, 0.5381452822960398, 0.6412131025034251, 0.6394215476486331, 0.6478777450016389, 0.6653849234959546, 0.6580248134427701, 0.6616388937894365, 0.6530269548669299, 0.6406691672102631, 0.5788504670083617, 0.6400892171241008, 0.6647243885147112, 0.6718404467049979, 0.6256899350649351, 0.6821331043264848, 0.6516769961360488, 0.6678669693375576, 0.6490257904963789, 0.641299891524473, 0.6733260158893071, 0.6543173043173044, 0.6600934538434539, 0.6438325394774089, 0.599105305172447, 0.6498484357645317, 0.6761392116655275, 0.6442460821536276, 0.6363332851568146, 0.6568061568061568, 0.6526451593749345, 0.5787720216291645, 0.6309121621621622, 0.625718180781472, 0.6271645021645023, 0.6477727779614572, 0.6566297150409299, 0.6492147782470363, 0.5960048138106567, 0.6265957774695639, 0.6094524931222179, 0.5812778280285327, 0.6389990454191906, 0.6278466212081476]}
\ No newline at end of file
diff --git a/density/saved/densenet121_512/fold2/model_acc.pth b/density/saved/densenet121_512/fold2/model_acc.pth
new file mode 100644
index 0000000000000000000000000000000000000000..9e01f3ea6a9d56b40676fb1b7e34e37226dee961
--- /dev/null
+++ b/density/saved/densenet121_512/fold2/model_acc.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1be317f91973db4a1e8c8ad589c3547aa16df090439ce0608b3fdceaac0dd580
+size 29485451
diff --git a/density/saved/densenet121_512/fold2/model_auc.pth b/density/saved/densenet121_512/fold2/model_auc.pth
new file mode 100644
index 0000000000000000000000000000000000000000..b3cfb59b10f66325179c6ba6df314744f217a05f
--- /dev/null
+++ b/density/saved/densenet121_512/fold2/model_auc.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:32d52f828d263528d253761d6445d9b31079786fef611c1454638fb961ec205e
+size 29485451
diff --git a/density/saved/densenet121_512/fold2/model_f1.pth b/density/saved/densenet121_512/fold2/model_f1.pth
new file mode 100644
index 0000000000000000000000000000000000000000..828cc867aced92a74d25e24f9d4c2ab596675259
--- /dev/null
+++ b/density/saved/densenet121_512/fold2/model_f1.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:39cb1298e76cdd5a19398bd4e06d191c73b1c11bf6b4f33ff0639fd6a85b7100
+size 29484716
diff --git a/density/saved/densenet121_512/fold2/model_loss.pth b/density/saved/densenet121_512/fold2/model_loss.pth
new file mode 100644
index 0000000000000000000000000000000000000000..51820bdfacc6759757a9102cb80021c291aea104
--- /dev/null
+++ b/density/saved/densenet121_512/fold2/model_loss.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:77d2eb38c132a5f39258548d85f39f0485d680664e1bf4b0ae153151d36162e2
+size 29486186
diff --git a/density/saved/densenet121_512/fold3/checkpoint.pth b/density/saved/densenet121_512/fold3/checkpoint.pth
new file mode 100644
index 0000000000000000000000000000000000000000..9d83906507fc5008b5c99cf868bdbce5719e8003
--- /dev/null
+++ b/density/saved/densenet121_512/fold3/checkpoint.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:335f7c5fee6ba30fbeaa98bee4cfdceeef4663363c2d92f2ed4b1f7a001bcf9b
+size 29486186
diff --git a/density/saved/densenet121_512/fold3/log.json b/density/saved/densenet121_512/fold3/log.json
new file mode 100644
index 0000000000000000000000000000000000000000..06f8727bf33097aa5d7237b28b65be631402c373
--- /dev/null
+++ b/density/saved/densenet121_512/fold3/log.json
@@ -0,0 +1 @@
+{"train_loss": [1.1785636088427376, 0.9931712255758398, 0.9129772466771743, 0.9892373856376199, 0.9472893721917096, 0.9277999962077421, 0.9326870266128989, 1.096818348940681, 0.976384650258457, 0.8110042792909286, 0.8086702367838692, 0.8113764138782725, 0.8670349015909082, 0.7827120984301847, 0.8412040822646197, 0.8399902617230135, 0.7853133222636055, 0.75761018781101, 0.7278600861044491, 0.7815815350588631, 0.7952531120356392, 0.7825070479336906, 0.7005822378046372, 0.6867612232180202, 0.8815294767127317, 0.7557762089897605, 0.7594725384431726, 0.8280490847194896, 0.9739093657802133, 0.7360474011477303, 0.6778397104319405, 0.6085812537109151, 0.5580859885496252, 0.7974215079756344, 0.7545751298175138, 0.5535684175351087, 0.4977642245152417, 0.5679662998984841, 0.57642962827402, 0.4787209226804621, 0.45056693518863006, 0.6533241675180548, 0.7296616084435407, 0.4918879691292258, 0.466771521989037, 0.47101763416739073, 0.38153467195875507, 0.6938985787770328, 0.3681770904975779, 0.44771527893402996, 0.44545938512858224, 0.33204370912383585, 0.35765326724332924, 0.3280160164131838, 0.3501265206757714, 0.2935710593181498, 0.4886530515025644, 0.2711309413699543, 0.23712733300293193, 0.23702255154357238, 0.6010033277904286, 0.32500216101898866, 0.30734563136802, 0.3701055479400298, 0.21820312869899414, 0.2113390293191461, 0.5079012749826207, 0.2544586938970229, 0.25954868162379546, 0.24502428314265082, 0.20540938526391983, 0.4441868180737776, 0.31411918033571806, 0.2168045889805345, 0.5582628526231822, 0.21230215447790482, 0.1794639190330225, 0.2637332186979406, 0.2558480111115119, 0.19693566069883459, 0.47974348418852863, 0.1940429052885841, 0.24739878799985437, 0.48542950521497163, 0.21768509771894007, 0.24375849874580607, 0.2955937495126444, 0.22406963521943374, 0.2871374395840308, 0.30797085428939147, 0.23515132025760763, 0.38344377629897175, 0.20408912178348093, 0.19825555910082424, 0.19140993672258713, 0.28712454175247865, 0.35812433151637807, 0.4430549153510262, 0.3012869077570298, 0.2870771437883377], "train_acc": [0.4444444444444444, 0.5419103313840156, 0.5906432748538012, 0.5906432748538012, 0.5263157894736842, 0.5769980506822612, 0.5867446393762183, 0.5769980506822612, 0.5672514619883041, 0.6354775828460039, 0.6140350877192983, 0.6198830409356725, 0.6432748538011696, 0.6764132553606238, 0.6569200779727096, 0.6257309941520468, 0.6530214424951267, 0.6920077972709552, 0.6783625730994152, 0.6588693957115009, 0.6803118908382066, 0.6647173489278753, 0.7017543859649122, 0.6998050682261209, 0.7173489278752436, 0.6900584795321637, 0.6803118908382066, 0.6900584795321637, 0.6705653021442495, 0.7056530214424951, 0.7251461988304093, 0.7524366471734892, 0.7758284600389863, 0.7660818713450293, 0.7992202729044834, 0.8011695906432749, 0.834307992202729, 0.8323586744639376, 0.7699805068226121, 0.8265107212475633, 0.8187134502923976, 0.8382066276803118, 0.8109161793372319, 0.8401559454191033, 0.8596491228070176, 0.8596491228070176, 0.8791423001949318, 0.8732943469785575, 0.9005847953216374, 0.8830409356725146, 0.8869395711500975, 0.9005847953216374, 0.9025341130604289, 0.8791423001949318, 0.8752436647173489, 0.9161793372319688, 0.9161793372319688, 0.9317738791423001, 0.9259259259259259, 0.9434697855750487, 0.9473684210526315, 0.9395711500974658, 0.9551656920077972, 0.9337231968810916, 0.9454191033138402, 0.9454191033138402, 0.9415204678362573, 0.9434697855750487, 0.9337231968810916, 0.9532163742690059, 0.9454191033138402, 0.9454191033138402, 0.9512670565302144, 0.9376218323586745, 0.9571150097465887, 0.9649122807017544, 0.9571150097465887, 0.9415204678362573, 0.9571150097465887, 0.9434697855750487, 0.9649122807017544, 0.9590643274853801, 0.9512670565302144, 0.9590643274853801, 0.9532163742690059, 0.9571150097465887, 0.949317738791423, 0.9551656920077972, 0.9395711500974658, 0.9551656920077972, 0.9454191033138402, 0.9473684210526315, 0.9571150097465887, 0.949317738791423, 0.9532163742690059, 0.9395711500974658, 0.9590643274853801, 0.9571150097465887, 0.9317738791423001, 0.9590643274853801], "test_loss": [2.0833360850811005, 4.814787268638611, 1.9969627261161804, 1.5987398028373718, 5.848446369171143, 1.174463540315628, 1.729234516620636, 1.5561154782772064, 1.1284298598766327, 1.9387239217758179, 0.8559107333421707, 0.9710045158863068, 0.9425318837165833, 4.086889386177063, 1.6088692545890808, 0.8830378949642181, 2.15548175573349, 2.0566174387931824, 1.109851434826851, 1.4738995730876923, 0.8723180592060089, 0.8012795895338058, 1.1893603205680847, 1.0621974766254425, 1.1799295246601105, 1.0145653933286667, 2.15933558344841, 2.1356041431427, 1.277224600315094, 0.9424623996019363, 0.8157158195972443, 0.811669111251831, 0.8170041739940643, 1.03073251247406, 0.983746737241745, 0.8223452419042587, 0.8679315447807312, 0.9510770440101624, 0.9712939560413361, 0.8109547048807144, 0.9527275711297989, 0.9999636858701706, 0.8974814713001251, 1.2034769505262375, 0.8202664107084274, 0.9785082191228867, 0.8542513400316238, 0.8958815634250641, 0.877447783946991, 0.9878399223089218, 1.0406834185123444, 0.9078342169523239, 1.2125842720270157, 0.8544271290302277, 0.8894466906785965, 1.0120968371629715, 0.9925188273191452, 1.3731893301010132, 0.9420727789402008, 0.9768476784229279, 1.1685443073511124, 1.0630641281604767, 0.9055824130773544, 1.3606078773736954, 0.9535989761352539, 0.9780833870172501, 0.9593683332204819, 1.1357782930135727, 1.0417562276124954, 1.2351860404014587, 0.927591934800148, 1.0117553919553757, 1.200908601284027, 0.94244684278965, 1.2457144856452942, 1.1378557235002518, 0.9482353925704956, 1.1643872261047363, 1.1850904077291489, 0.9688008427619934, 0.9934237897396088, 1.0486634373664856, 1.1127312779426575, 1.0013191848993301, 1.0416751056909561, 1.1759275943040848, 1.3038657456636429, 0.9900251477956772, 1.132001206278801, 1.2455633729696274, 1.0982747972011566, 1.0280078649520874, 0.979080855846405, 0.9635249227285385, 0.960588663816452, 1.1680799722671509, 1.4502969533205032, 0.9690470844507217, 1.4117605984210968, 0.9748646914958954], "test_acc": [0.2890625, 0.15625, 0.1640625, 0.3828125, 0.109375, 0.3984375, 0.4375, 0.4921875, 0.453125, 0.234375, 0.59375, 0.5703125, 0.5625, 0.171875, 0.3203125, 0.6015625, 0.2578125, 0.3203125, 0.6015625, 0.359375, 0.6171875, 0.6875, 0.5390625, 0.625, 0.4765625, 0.515625, 0.3671875, 0.34375, 0.46875, 0.625, 0.625, 0.625, 0.6171875, 0.53125, 0.5234375, 0.65625, 0.609375, 0.5390625, 0.5390625, 0.65625, 0.5703125, 0.5859375, 0.640625, 0.515625, 0.65625, 0.5859375, 0.6484375, 0.625, 0.671875, 0.5859375, 0.6015625, 0.6328125, 0.5078125, 0.6640625, 0.65625, 0.6484375, 0.6484375, 0.5234375, 0.6640625, 0.65625, 0.59375, 0.6015625, 0.671875, 0.515625, 0.6640625, 0.6328125, 0.671875, 0.609375, 0.640625, 0.5546875, 0.671875, 0.6796875, 0.59375, 0.671875, 0.578125, 0.6015625, 0.6875, 0.6015625, 0.5859375, 0.65625, 0.6875, 0.625, 0.640625, 0.640625, 0.625, 0.5703125, 0.5859375, 0.65625, 0.625, 0.59375, 0.6171875, 0.640625, 0.671875, 0.65625, 0.671875, 0.609375, 0.515625, 0.65625, 0.5390625, 0.6484375], "test_auc": [0.5290107621168015, 0.6902214279498695, 0.6728447122534502, 0.7484163512700817, 0.702483279520609, 0.7533686609269667, 0.6916597257244238, 0.7750763321652624, 0.8453113256922262, 0.7359836097899846, 0.8539003170416107, 0.8293918339010032, 0.8565702154984767, 0.697613833582085, 0.734245575255019, 0.8384525680204814, 0.6708925438964382, 0.718902199897228, 0.8297457546203622, 0.7622141778997317, 0.8541261816783949, 0.8794515357645255, 0.8148275981573642, 0.8352478738698519, 0.8004728423432368, 0.8416514024075098, 0.6822275515720067, 0.7387355708846637, 0.7772647819653564, 0.8556910458874634, 0.8600978182698507, 0.87552962784213, 0.8697215827234364, 0.8261985910801677, 0.83165068790375, 0.8669656529871508, 0.8459850313951112, 0.833912754645566, 0.8282472646852047, 0.8674374014428174, 0.8443163292486302, 0.8508034305848184, 0.8776312219268133, 0.8167279975584053, 0.8747063301642974, 0.835092917556548, 0.865647103641454, 0.8524624492524684, 0.8583024835801313, 0.8401386217561319, 0.8457122438338218, 0.8673762674837286, 0.8238845535724009, 0.8696958136709488, 0.8682516771749885, 0.8605472002656531, 0.8672166975228301, 0.822240413882709, 0.8649401830426382, 0.8669383057142901, 0.8388489634557841, 0.8471353928165231, 0.8713421208460879, 0.8234372701941461, 0.8663649445542451, 0.8588893366612265, 0.8676064216625621, 0.8432819766260152, 0.8557273606192422, 0.8333567515406366, 0.8688591761611504, 0.8653794157606606, 0.8399787604096045, 0.863139798783505, 0.8381862432837439, 0.8410467759736182, 0.8672755231949226, 0.8404343294517858, 0.8430169857693535, 0.8632227009073559, 0.8641728193376237, 0.8506599133661781, 0.8479492076270747, 0.8633943318364267, 0.8519611719639131, 0.838015300392647, 0.8331125414541833, 0.8636836092602229, 0.8460003458489612, 0.8349624453004376, 0.8461272293099247, 0.8642205931471834, 0.8578931087057435, 0.8609092416558326, 0.8639669643512418, 0.8375519314407358, 0.8167411387018826, 0.8652188819278743, 0.8197846329436722, 0.8645160828679925], "test_f1": [0.18491004649282394, 0.07092198581560284, 0.12690339637123424, 0.2922687465790914, 0.05982155916337575, 0.31716036772216544, 0.1908831908831909, 0.42863315003927727, 0.4038302452111931, 0.16397076443805414, 0.5213461538461538, 0.4045365380979391, 0.4167075736325386, 0.09495422610176708, 0.2632824726134585, 0.5100343497082627, 0.1935679887329063, 0.23754903563255964, 0.4421798570174339, 0.27743828751893274, 0.5486364660806852, 0.6698636547995556, 0.4831459176703816, 0.5092879256965944, 0.39982600385856726, 0.3902437524596616, 0.2721837944664032, 0.28546924773339866, 0.3042444821731749, 0.5880734846252087, 0.595123517901775, 0.5954168914953701, 0.5581985486973248, 0.472473604826546, 0.47444230769230766, 0.6091718941688071, 0.5490262055730605, 0.4873857437711927, 0.43682170542635657, 0.5766567632543413, 0.5149143849128067, 0.4597402597402598, 0.6066252587991718, 0.4370702826585179, 0.6058441558441559, 0.48212353819998965, 0.5687832875715373, 0.5495128534281294, 0.6241932032186269, 0.5167314841654359, 0.5528270931196463, 0.6078234716485815, 0.4691846824199766, 0.6226909336640292, 0.5831305651309806, 0.6051345966167859, 0.6251456876456876, 0.4460718829516539, 0.6260771641206424, 0.6224939318497875, 0.5049603174603174, 0.556723074904893, 0.6359014759750053, 0.46313276787092794, 0.6181883102614809, 0.5997260641657194, 0.6256701496388029, 0.5743885767634163, 0.5996411881579344, 0.4459625322997416, 0.6371554468015537, 0.6475664471952913, 0.5623549265299695, 0.6288694709747342, 0.45308061821219714, 0.5379165837736933, 0.6521822380518032, 0.5604869051708625, 0.5016184573002754, 0.6108811904208323, 0.6448686371100165, 0.5973628925254313, 0.6152198152277795, 0.6069994267663523, 0.5324153406772746, 0.5124470058293588, 0.5452127016738171, 0.6141371778069026, 0.5631533789428526, 0.5086143695014663, 0.5986486486486486, 0.5997665847665847, 0.6335831118660784, 0.616939649497789, 0.6423611883832202, 0.5427037592568439, 0.4151336341548073, 0.6183441558441558, 0.44316939890710383, 0.6097478991596639]}
\ No newline at end of file
diff --git a/density/saved/densenet121_512/fold3/model_acc.pth b/density/saved/densenet121_512/fold3/model_acc.pth
new file mode 100644
index 0000000000000000000000000000000000000000..1a81175790007c0b046bda1f5444dfaba5c403a5
--- /dev/null
+++ b/density/saved/densenet121_512/fold3/model_acc.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:174cd3a13b6d6de8eccf019b4bd7759d9481600d213fd910d6d4a8f2f261c1ca
+size 29485451
diff --git a/density/saved/densenet121_512/fold3/model_auc.pth b/density/saved/densenet121_512/fold3/model_auc.pth
new file mode 100644
index 0000000000000000000000000000000000000000..3a775056109070607bf41a3b65cf90d64542a709
--- /dev/null
+++ b/density/saved/densenet121_512/fold3/model_auc.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7def65f829167c9d84ee858adb1bb3f9e13fdb5203075f3c2063f03a13c4651b
+size 29485451