cr: bug fix

solve the bug of memory leakage after predict

test_file_traverse.py

@@ -43,8 +43,8 @@ file_list = ['./iec_files/1615632656_EyeOpen_1_Other.iec',
              './iec_files/1624281967_EyeOpen_1_Other_0.iec'
              ]
 file_list = [
-    './test_iec/1624793690_EyeOpen_20_afshari_0.iec',
-    # './test_iec/1625637362_EyeOpen_5_maryam_miralmasi_3.iec'
+    # './test_iec/1624793690_EyeOpen_20_afshari_0.iec',
+    './test_iec/1625637362_EyeOpen_5_maryam_miralmasi_3.iec'
     # './test_iec/1625758306_EyeOpen_7_asghar_Azimi_3.iec'
 ]
 
@@ -194,7 +194,8 @@ for k in range(0, iec_data.shape[1] - 512, 512):
                 b = np.max(new_data)
                 samples = (new_data - a) / (b - a)
                 samples = samples.reshape((1, new_data.shape[0], 1))
-                predicted = conv_model.predict(samples).squeeze()
+                # predicted = conv_model.predict(samples).squeeze()
+                predicted = conv_model.predict_on_batch(samples).squeeze()
                 predicted = predicted * (b - a) + a
                 lst.append([i, j, j + 100, predicted])
             else: