Upload 4 files
Browse files- ResNeXt_training_log.csv +51 -0
- VGG16_training_log.csv +51 -0
- model_ResNeXt.pth +3 -0
- model_VGG16.pth +3 -0
ResNeXt_training_log.csv
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Epoch,Phase,Loss,Accuracy
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15,val,0.43784257769584656,0.8214285714285715
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17,train,0.4558596582940187,0.8241720723796517
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17,val,0.4338479369551271,0.8351648351648352
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18,train,0.44716778999915013,0.8364629566404916
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18,val,0.43188217184045813,0.8324175824175825
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19,train,0.4460859295246584,0.8296346876066917
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19,val,0.4325828002049373,0.8296703296703297
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20,train,0.4512106456032952,0.8313417548651417
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20,val,0.43104321779785576,0.8241758241758242
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21,train,0.4397609809247574,0.8350973028337316
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22,train,0.45587221251978083,0.8238306589279618
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22,val,0.43090013914055875,0.8324175824175825
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23,train,0.45519400527144344,0.8299761010583817
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23,val,0.43085311336831733,0.826923076923077
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24,train,0.4476630502631942,0.8327074086719017
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24,val,0.4301899180307493,0.8351648351648352
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VGG16_training_log.csv
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Epoch,Phase,Loss,Accuracy
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0,train,1.0425387387309883,0.6128371457835439
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0,val,0.7264043701874031,0.7115384615384616
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1,train,0.7608027143379087,0.7292591328098327
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1,val,0.6099741124844813,0.7609890109890111
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2,train,0.6951898321962144,0.7425742574257426
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2,val,0.5585653139994695,0.7857142857142858
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3,train,0.6729673014520663,0.7514510071696825
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3,val,0.517821458014813,0.793956043956044
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4,val,0.4932738922454499,0.8076923076923077
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6,val,0.5186671945419941,0.8104395604395606
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10,val,0.4513821379169003,0.8296703296703297
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11,train,0.5479770750366978,0.799590303857972
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11,val,0.4441855877310365,0.8296703296703297
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14,val,0.4395648208293286,0.8241758241758242
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15,val,0.4406438790834867,0.8241758241758242
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16,train,0.531261617736875,0.799248890406282
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16,val,0.4390597218995566,0.826923076923077
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17,train,0.5369543239459034,0.7978832365995221
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17,val,0.4389788482215378,0.826923076923077
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18,train,0.5337114758807345,0.800614544213042
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18,val,0.43786174386412235,0.8296703296703297
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19,train,0.528799237855753,0.796858996244452
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19,val,0.43829065495794944,0.8296703296703297
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20,train,0.5270438131190437,0.799590303857972
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20,val,0.4378742208847633,0.8296703296703297
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21,train,0.5320850950168156,0.7965175827927621
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21,val,0.4378322058326595,0.8296703296703297
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22,train,0.530606362183943,0.7965175827927621
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22,val,0.43779563445311326,0.8296703296703297
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23,train,0.5335668788993265,0.793786275179242
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23,val,0.4377340962598612,0.826923076923077
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24,train,0.5232137943767126,0.801297371116422
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24,val,0.4376974561057248,0.826923076923077
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model_ResNeXt.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:340f32dcad75c10fe1cfbbdf367a544dc2bbd163b0c79299014504eea61e574d
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size 92340554
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model_VGG16.pth
ADDED
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@@ -0,0 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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oid sha256:44d464839a8b753d5dc4e61319cc0fefdaafa7b42e62b47badc80cb42e80fa87
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size 537135814
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