Hardwork pays off-wrong predictions

please help me with the code,the predictions are not right,accuracy coming up in negative

hi @aashita4dec
can u plz tell how is error vs training graph is generated , is it decreasing with training
plz tell the first prediction of x test file generated

yes,it is decreasing

first prediction is:
-19.573881807668457

hi @aashita4dec
plz try reducing learning rate to 0.001 from 0.00001