On Validation data I am getting around 82-83% accuracy.

below are the logs.

```
epoch,accuracy,loss,lr
0,nan,2.587995486705344,1e-05
1,nan,1.225582666176917,1e-05
2,nan,0.8701144526878133,1e-05
3,nan,0.7836750434392018,1e-05
**4,0.8195488721804511,0.7131261605383624,1e-05**
5,nan,0.6340069563071916,1e-05
6,nan,0.5820798972014113,1e-05
7,nan,0.5220499521429425,1e-05
8,nan,0.5324309563618355,1e-05
**9,0.8270676691729323,0.40411772324460365,1e-05**
10,nan,0.39945308196213,1e-05
11,nan,0.39153773161414235,1e-05
12,nan,0.38394406497754857,1e-05
13,nan,0.3394874894683475,1e-05
epoch,accuracy,loss,lr
0,nan,2.587995486705344,1e-05
1,nan,1.225582666176917,1e-05
2,nan,0.8701144526878133,1e-05
3,nan,0.7836750434392018,1e-05
4,0.8195488721804511,0.7131261605383624,1e-05
5,nan,0.6340069563071916,1e-05
6,nan,0.5820798972014113,1e-05
7,nan,0.5220499521429425,1e-05
8,nan,0.5324309563618355,1e-05
**9,0.8270676691729323,0.40411772324460365,1e-05**
10,nan,0.39945308196213,1e-05
11,nan,0.39153773161414235,1e-05
12,nan,0.38394406497754857,1e-05
13,nan,0.3394874894683475,1e-05
14,0.8345864661654135,0.30403443910699723,1e-05
15,nan,0.3463592989229161,1e-05
16,nan,0.3108247216831219,1e-05
17,nan,0.27171264855994326,1e-05
18,nan,0.29416644960135174,1e-05
19,0.8270676691729323,0.26408787419475394,1e-05
20,nan,0.286938238503207,1e-05
21,nan,0.25302603460813783,1e-05
22,nan,0.2811309878571877,1e-05
23,nan,0.25566658006845705,1e-05
24,0.8270676691729323,0.25163370218859205,1e-05
25,nan,0.23378919742114762,9.120108e-06
26,nan,0.24462735261393848,8.317637e-06
27,nan,0.2586062539720093,7.5857756e-06
28,nan,0.21468088132152233,6.9183097e-06
29,0.8345864661654135,0.22113247379269077,6.309573e-06
15,nan,0.3463592989229161,1e-05
16,nan,0.3108247216831219,1e-05
17,nan,0.27171264855994326,1e-05
18,nan,0.29416644960135174,1e-05
**19,0.8270676691729323,0.26408787419475394,1e-05**
20,nan,0.286938238503207,1e-05
21,nan,0.25302603460813783,1e-05
22,nan,0.2811309878571877,1e-05
23,nan,0.25566658006845705,1e-05
**24,0.8270676691729323,0.25163370218859205,1e-05**
25,nan,0.23378919742114762,9.120108e-06
26,nan,0.24462735261393848,8.317637e-06
27,nan,0.2586062539720093,7.5857756e-06
28,nan,0.21468088132152233,6.9183097e-06
**29,0.8345864661654135,0.22113247379269077,6.309573e-06**
```

Thanks