Merge branch 'pchandrasekaran/simplyreshape' into 'main'

Update SimplifyReshape Pattern Callback

See merge request tenstorrent/tvm!59

python/tvm/relay/op/contrib/buda/buda_passes.py

@@ -3010,9 +3010,9 @@ def callback(self, pre, post, node_map):
         reshape_1 = node_map[self.reshape_1][0]
         final_shape = list(reshape_1.attrs.newshape)
 
-        if input_shape[0] * input_shape[1] == final_shape[-1]:
-            reshape_0 = tvm.relay.reshape(node_map[self.reshape_0][0], newshape=[1, 1, input_shape[-2] * input_shape[-3], input_shape[-1]])
-            final_transpose = tvm.relay.transpose(reshape_0, axes=[0,1,3,2])
+        if input_shape == final_shape and len(input_shape) >= 3:
+            final_transpose_axes = np.arange(int(len(input_shape) - 2)).tolist() +  np.flip(np.arange(int(len(input_shape) - 2), len(input_shape))).tolist()
+            final_transpose = tvm.relay.transpose(node_map[self.act][0], axes=final_transpose_axes)
             return final_transpose
 
         return post