diff --git a/SAVE/train_val_loss.csv b/SAVE/train_val_loss.csv
new file mode 100644
index 0000000..f908b02
--- /dev/null
+++ b/SAVE/train_val_loss.csv
@@ -0,0 +1,61 @@
+epoch,train Loss,val Loss,learning rate
+0,0.04259373617913352,0.026384331020832496,0.001
+1,0.023944638934010713,0.01939471710446107,0.0009000000000000001
+2,0.019677169463493252,0.01642413121600547,0.0007290000000000002
+3,0.01591208130660138,0.014728402824270247,0.0005314410000000002
+4,0.013864348821088477,0.013859756877237972,0.00034867844010000017
+5,0.011940967645678296,0.01111294565226094,0.00020589113209464911
+6,0.010282214401561551,0.010703507304381932,0.00010941898913151243
+7,0.00951691360073202,0.010110885866774912,5.23347633027361e-05
+8,0.00918561952722205,0.00995794012564758,2.25283995449392e-05
+9,0.008949524260368182,0.010002199397252423,8.727963568087724e-06
+10,0.00879416513080635,0.009944705103938706,3.0432527221704586e-06
+11,0.008867529409496568,0.009982636781327808,9.550049507968269e-07
+12,0.00888147165939233,0.00986998855904506,2.6972160559060813e-07
+13,0.008860184083625936,0.009933408200196977,6.855961324127991e-08
+14,0.00883648932544088,0.009962889830663419,1.568424042913157e-08
+15,0.008806794954876749,0.00988143991447822,3.229246017998564e-09
+16,0.008822551629215346,0.009785732609580142,5.983858066120756e-10
+17,0.008867352678324381,0.009806309831770558,9.979388823371131e-11
+18,0.008808689183493304,0.009972282297854875,1.4978527259308397e-11
+19,0.008899783471199975,0.010043524482702144,2.0233769276448495e-12
+20,0.00884469023514038,0.00980080072394144,2.459953978388053e-13
+21,0.008824882739961312,0.010005523692000739,2.691656776252631e-14
+22,0.008863071458468846,0.009818735466182341,2.6506652719189355e-15
+23,0.008763895344354225,0.01006789807821658,2.349268228092941e-16
+24,0.00879693715917569,0.009942603407998699,1.8739277038848084e-17
+25,0.008823622286224096,0.00996689303492597,1.3452889276989186e-18
+26,0.008850339837121825,0.010067391843215501,8.692021926532661e-20
+27,0.008890774384609286,0.009824752523801732,5.0543878905253216e-21
+28,0.00879162460597446,0.00991861834989548,2.645201938908583e-22
+29,0.008821681314910828,0.009908072684422462,1.2459241562464735e-23
+30,0.008932862601781107,0.009914881451204963,5.28161681063595e-25
+31,0.00875652944968942,0.009886034679374774,2.015044687518402e-26
+32,0.008830500444713844,0.00990435946052962,6.919026340698324e-28
+33,0.008872391583364588,0.009866799321365508,2.1381973918410207e-29
+34,0.008816248592871265,0.009971602604024275,5.946933969054496e-31
+35,0.008870491858369868,0.009949079109695705,1.4886100502470084e-32
+36,0.0088402483022727,0.010004494619644144,3.3536001978576617e-34
+37,0.008875598849579934,0.010038949763334363,6.799612065419208e-36
+38,0.008846986715601394,0.010132534313865387,1.2407934566188606e-37
+39,0.008845412665553021,0.009905100619950652,2.037780315197933e-39
+40,0.008830192335862318,0.009938545635541099,3.012019229930037e-41
+41,0.008824428961196338,0.00992384022628603,4.006827328945129e-43
+42,0.008861300243180891,0.009717421434534183,4.7971801029700035e-45
+43,0.008788730588342354,0.010025870405055964,5.169088045466358e-47
+44,0.008839574206325194,0.009780808069817994,5.0128457934520156e-49
+45,0.008824054951405345,0.010078714059217132,4.3751935457690983e-51
+46,0.008874301496550089,0.009938805591804486,3.436787688372471e-53
+47,0.008861068450123187,0.010010533298223014,2.429688776564755e-55
+48,0.008822531443253954,0.009993606037970115,1.5459345405139985e-57
+49,0.00882808192162118,0.009970647055166263,8.85266567448985e-60
+50,0.008875239617134328,0.009732079105859581,4.562464887187963e-62
+51,0.00881394354473593,0.009914980222382686,2.1162526577872122e-64
+52,0.00885379437963268,0.009831360407873826,8.834419288904526e-67
+53,0.00884850836376422,0.010018749640112484,3.319181549352333e-69
+54,0.008876462893586335,0.009916922224542792,1.1223453650493828e-71
+55,0.00887271015517362,0.009929505798856925,3.4155805874019304e-74
+56,0.008890056472382498,0.009852230676320673,9.355027428363147e-77
+57,0.00887472806392145,0.009734790501980124,2.3060467276749813e-79
+58,0.008836279204988149,0.00988390020869781,5.116036693476441e-82
+59,0.0088207364155772,0.01004738004429497,1.0215078481019274e-84