Update Mimic4Dataset.py

Mimic4Dataset.py

@@ -214,13 +214,7 @@ class Mimic4Dataset(datasets.GeneratorBasedBuilder):
     
 
     def verif_dim_tensor(self, proc, out, chart, meds, lab):
-        interv = ((self.timeW + self.predW)//self.bucket) + (self.config.name != 'Mortality')
-        print('interv : ', interv)
-        print('lab :', len(lab))
-        print('proc :', len(proc))
-        print('chart :', len(chart))
-        print('out :', len(out))
-        print('meds :', len(meds))
+        interv = (self.timeW//self.bucket) + 1
         verif=True
         if self.feat_proc:
             if (len(proc)!= interv):
@@ -452,7 +446,7 @@ class Mimic4Dataset(datasets.GeneratorBasedBuilder):
             X= generate_ml(dyn_df,cond_df,demo,concat_cols,self.concat)
             X=X.values.tolist()[0]
             
-            interv = ((self.timeW + self.predW)//self.bucket) + (self.config.name != 'Mortality')
+            interv = (self.timeW//self.bucket) + 1
             size_concat = self.size_cond+ self.size_proc * interv + self.size_meds * interv+ self.size_out * interv+ self.size_chart *interv+ self.size_lab * interv + 4
             size_aggreg = self.size_cond+ self.size_proc + self.size_meds+ self.size_out+ self.size_chart+ self.size_lab + 4