reinject the write memory positions

Author: lucidrains

recurrent_memory_transformer_pytorch/recurrent_memory_transformer.py

@@ -337,10 +337,10 @@ def forward(
 
         # prepare write memories, as in paper
 
+        write_memories = self.init_memory(b)
+
         if exists(read_memories) and self.add_write_to_next_write_mem:
-            write_memories = read_memories
-        else:
-            write_memories = self.init_memory(b)
+            write_memories = write_memories + read_memories
 
         # prepare read memories
 

setup.py

@@ -3,7 +3,7 @@
 setup(
   name = 'recurrent-memory-transformer-pytorch',
   packages = find_packages(exclude=[]),
-  version = '0.5.1',
+  version = '0.5.2',
   license='MIT',
   description = 'Recurrent Memory Transformer - Pytorch',
   author = 'Phil Wang',