Add Training history

training_history.csv

@@ -1,8 +1,13 @@
-epoch,train_loss,train_acc,val_loss,val_acc,val_precision,val_recall,val_f1,lr
-1,0.06683917091296906,97.80635941407645,0.0030318207052218026,99.93328885923948,99.93333333333332,99.93333333333332,99.93333333333332,0.0001
-2,0.01431132426890946,99.5998570918185,0.0009839444798497889,100.0,100.0,100.0,100.0,0.0001
-3,0.010706273402212245,99.67845659163987,0.0013061267076738387,99.89993328885924,100.0,99.8,99.8998998998999,0.0001
-4,0.009317485424426154,99.72132904608789,0.0030754556182583134,99.89993328885924,99.8003992015968,100.0,99.9000999000999,0.0001
-5,0.0036486277723549463,99.87138263665595,0.007081157849776727,99.866577718479,99.80026631158455,99.93333333333332,99.86675549633578,0.0001
-6,0.003520780057197324,99.89996427295462,0.005059335274688934,99.89993328885924,99.8003992015968,100.0,99.9000999000999,5e-05
-7,0.002606500842005809,99.92140050017863,0.0012384983417511668,99.89993328885924,99.8003992015968,100.0,99.9000999000999,5e-05
+epoch,train_loss,train_acc,val_loss,val_acc,val_precision,val_recall,val_f1,epoch_time,lr
+4,0.15354261425538704,98.4149639423077,0.14173386764267218,99.0893169877408,98.46870838881492,99.79757085020243,99.12868632707776,34.49223971366882,0.0008909157412340151
+5,0.15006696855506071,98.60276442307692,0.18776267313438913,96.67250437828372,94.82870071105364,98.98785425101214,96.86365137008914,30.380075216293335,0.0008117449009293669
+6,0.14483991580513808,98.8055889423077,0.16052741848904153,97.93345008756567,98.69952087611226,97.30094466936572,97.99524294937139,30.4456307888031,0.0007169418695587792
+7,0.13667707431774873,99.12860576923077,0.17600516780563022,97.1278458844133,96.05263157894737,98.51551956815115,97.2684876748834,30.302767992019653,0.0006112604669781573
+8,0.13933525155656612,99.0985576923077,0.13826977591151776,99.15936952714536,99.65940054495913,98.71794871794873,99.1864406779661,29.944355964660645,0.0005
+9,0.13101226420929798,99.37650240384616,0.14263473937044974,98.98423817863397,98.08074123097286,100.0,99.03107250250585,30.357869625091553,0.00038873953302184284
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+11,0.12732987041370228,99.62439903846153,0.1261791502651961,99.64973730297723,99.59568733153638,99.73009446693656,99.66284558327713,30.317254066467285,0.00018825509907063328
+12,0.1223912749869319,99.86478365384616,0.13050950869269992,99.68476357267951,99.5959595959596,99.79757085020243,99.69666329625885,29.970017433166504,0.00010908425876598528
+13,0.12209384121860449,99.8272235576923,0.12582487774931866,99.78984238178634,99.73045822102425,99.86504723346829,99.79770734996627,30.70512318611145,4.951556604879049e-05
+14,0.1197757891450937,99.96995192307692,0.1256535539160604,99.78984238178634,99.73045822102425,99.86504723346829,99.79770734996627,30.711960554122925,1.2536043909088137e-05
+15,0.12077892428407302,99.9248798076923,0.12539579168609952,99.75481611208406,99.73027646662172,99.79757085020243,99.76391231028667,30.833250522613525,0.0