Update app.py

app.py

@@ -313,73 +313,7 @@ def InpaintPitches(input_midi, input_num_of_notes, input_patch_number):
 
     #==========================================================================
 
-    nidx = 0
-    first_inote = True
-    fidx = 0
 
-    number_of_prime_tokens = number_of_prime_notes * 3
-    
-    for i, m in enumerate(melody_chords):
-    
-        if 2304 <= melody_chords[i] < 18945:
-            
-            cpatch = (melody_chords[i]-2304) // 129
-            
-            if cpatch == inpaint_MIDI_patch:
-                nidx += 1
-                if first_inote:
-                    fidx += 1
-    
-                if first_inote and fidx == number_of_prime_notes:
-                    number_of_prime_tokens = i
-                    first_inote = False
-
-        if nidx == input_num_of_notes:
-            break
-            
-    nidx = i
-
-    #==========================================================================
-    
-    out2 = []
-    
-    for m in melody_chords[:number_of_prime_tokens]:
-      out2.append(m)
-    
-    for i in range(number_of_prime_tokens, len(melody_chords[:nidx])):
-    
-        cpatch = (melody_chords[i]-2304) // 129
-    
-        if 2304 <= melody_chords[i] < 18945 and (cpatch) == inpaint_MIDI_patch:
-    
-            samples = []
-    
-            for j in range(number_of_samples_per_inpainted_note):
-    
-              inp = torch.LongTensor(out2[-number_of_memory_tokens:]).cuda()
-    
-              with ctx:
-                out1 = model.generate(inp,
-                                      1,
-                                      temperature=temperature,
-                                      return_prime=True,
-                                      verbose=False)
-    
-                with torch.no_grad():
-                  test_loss, test_acc = model(out1)
-    
-              samples.append([out1.tolist()[0][-1], test_acc.tolist()])
-    
-            accs = [y[1] for y in samples]
-            max_acc = max(accs)
-            max_acc_sample = samples[accs.index(max_acc)][0]
-    
-            cpitch = (max_acc_sample-2304) % 129
-    
-            out2.extend([((cpatch * 129) + cpitch)+2304])
-    
-        else:
-            out2.append(melody_chords[i])
 
     print('=' * 70)
     print('Done!')