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Dimensions in Network: Input Layer: In[N, 2] X Wt[2, 3] =====> act_Out[N, 3] Hidden Layer1: act_Out[N, 3] X hid1_Wt[3, 3] =====> hid1_out[N, 3] Hidden Layer2: hid1_out[N, 3] X hid2_Wt[3, 2] =====> hid2_out[N, 2] Output Layer: soft_max(hid2_out[N, 2]) =====> Predicted class